[{"id":156,"external_id":null,"title":"Excel for Researchers at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Data rarely comes in the form you require. Often it is messy. Sometimes it is incomplete. And sometimes there's too much of it. Frequently, it has errors. We'll use one of the most widespread data wrangling tools, Microsoft Excel, to import, sort, filter, copy, protect, transform, summarise, merge, and visualise research data.\n\nWhile aimed at novice Excel users, most attendees will walk away with new tricks to work more efficiently with their research data.\n\n#### You'll learn:\n\n- 'Clean up’ messy research data\n- Organise, format and name your data\n- Interpret your data (SORTING, FILTERING, CONDITIONAL FORMATTING)\n- Perform calculations on your data using functions (MAX, MIN, AVERAGE)\n- Extract significant findings from your data (PIVOT TABLE, VLOOKUP)\n- Manipulate your data (convert data format, work with DATES and TIMES)\n- Create graphs and charts to visualise your data (CHARTS)\n- Handy tips to speed up your work\n\n#### Prerequisites:\n\nThe course has no prerequisites.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/excel101).**  \n  \n","start":"2022-03-24T13:30:00.000Z","end":"2022-03-25T16:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2022-03-01T14:00:34.276Z","updated_at":"2022-04-03T08:29:00.654Z","source":"tess","slug":"excel-for-researchers-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2022-03-10","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":157,"external_id":null,"title":"Learn to Program: R at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"R is quickly gaining popularity as a programming language of choice for statisticians, data scientists and researchers. It has an excellent ecosystem including the powerful RStudio development environment and the Shiny web application framework.\n\nBut getting started with R can be challenging, particularly if you've never programmed before. That's where this introductory course comes in.\n\nWe teach using RStudio, which allows program code, results, visualisations and documentation to be blended seamlessly.\n\nJoin us for a live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Introduction to the RStudio interface for programming\n- Basic syntax and data types in R\n- How to load external data into R\n- Creating functions (FUNCTIONS)\n- Repeating actions and analysing multiple data sets (LOOPS)\n- Making choices (IF STATEMENTS - CONDITIONALS)\n- Ways to visualise data in R\n\n#### Prerequisites:\n\nNo prior experience with programming needed to attend this course.\n\nWe strongly recommend attending the Start Coding without Hesitation: Programming Languages Showdown and Thinking like a computer: The Fundamentals of Programming webinars. Recordings of previously delivered webinars can be found here.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/r101).**  \n  \n","start":"2022-03-29T13:30:00.000Z","end":"2022-03-30T16:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2022-03-01T14:00:34.322Z","updated_at":"2022-04-03T08:29:03.521Z","source":"tess","slug":"learn-to-program-r-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2022-03-10","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":158,"external_id":null,"title":"Learn to Program: Python at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Python has deservedly become a popular language for scientific computing. It has all the friendly features and conveniences you'd expect of a modern programming language, and also a rich set of libraries for working with data.\n\nWe teach using Jupyter notebooks, which allow program code, results, visualisations and documentation to be blended seamlessly. Perfect for sharing insights with others while producing reproducible research.\n\nJoin us for this live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Introduction to the JupyterLab interface for programming\n- Basic syntax and data types in Python\n- How to load external data into Python\n- Creating functions (FUNCTIONS)\n- Repeating actions and anylsing multiple data sets (LOOPS)\n- Making choices (IF STATEMENTS - CONDITIONALS)\n- Ways to visualise data in Python\n\n#### Prerequisites:\n\nNo prior experience with programming needed to attend this course.\n\nWe strongly recommend attending the Start Coding without Hesitation: Programming Languages Showdown and Thinking like a computer: The Fundamentals of Programming webinars. Recordings of previously delivered webinars can be found here.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/python101).**  \n  \n","start":"2022-03-31T09:30:00.000Z","end":"2022-04-01T16:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2022-03-01T14:00:34.344Z","updated_at":"2022-04-03T08:28:59.020Z","source":"tess","slug":"learn-to-program-python-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2022-03-10","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":370,"external_id":null,"title":"Learn to Program: Python at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Python has deservedly become a popular language for scientific computing. It has all the friendly features and conveniences you'd expect of a modern programming language, and also a rich set of libraries for working with data.\n\nWe teach using Jupyter notebooks, which allow program code, results, visualisations and documentation to be blended seamlessly. Perfect for sharing insights with others while producing reproducible research.\n\nJoin us for this live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Introduction to the JupyterLab interface for programming\n- Basic syntax and data types in Python\n- How to load external data into Python\n- Creating functions (FUNCTIONS)\n- Repeating actions and anylsing multiple data sets (LOOPS)\n- Making choices (IF STATEMENTS - CONDITIONALS)\n- Ways to visualise data in Python\n\n#### Prerequisites:\n\nNo prior experience with programming needed to attend this course.\n\nWe strongly recommend attending the Start Coding without Hesitation: Programming Languages Showdown and Thinking like a computer: The Fundamentals of Programming webinars. Recordings of previously delivered webinars can be found here.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/python101).**","start":"2022-05-24T09:30:00.000Z","end":"2022-05-25T12:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2022-05-02T14:00:18.186Z","updated_at":"2022-05-02T14:00:18.186Z","source":"tess","slug":"learn-to-program-python-at-unisa-online-ce892e40-3cf4-453b-89ce-3de2b06dd58e","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2022-05-02","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":377,"external_id":null,"title":"Learn to Program: Python at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Python has deservedly become a popular language for scientific computing. It has all the friendly features and conveniences you'd expect of a modern programming language, and also a rich set of libraries for working with data.\n\nWe teach using Jupyter notebooks, which allow program code, results, visualisations and documentation to be blended seamlessly. Perfect for sharing insights with others while producing reproducible research.\n\nJoin us for this live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Introduction to the JupyterLab interface for programming\n- Basic syntax and data types in Python\n- How to load external data into Python\n- Creating functions (FUNCTIONS)\n- Repeating actions and anylsing multiple data sets (LOOPS)\n- Making choices (IF STATEMENTS - CONDITIONALS)\n- Ways to visualise data in Python\n\n#### Prerequisites:\n\nNo prior experience with programming needed to attend this course.\n\nWe strongly recommend attending the Start Coding without Hesitation: Programming Languages Showdown and Thinking like a computer: The Fundamentals of Programming webinars. Recordings of previously delivered webinars can be found here.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/python101).**","start":"2022-05-30T13:30:00.000Z","end":"2022-05-31T16:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2022-05-03T14:00:31.870Z","updated_at":"2022-05-04T14:00:17.678Z","source":"tess","slug":"learn-to-program-python-at-unisa-online-ab0d517d-a2d8-4200-8393-45cc37a789cd","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2022-05-04","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":371,"external_id":null,"title":"Learn to Program: R at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"R is quickly gaining popularity as a programming language of choice for statisticians, data scientists and researchers. It has an excellent ecosystem including the powerful RStudio development environment and the Shiny web application framework.\n\nBut getting started with R can be challenging, particularly if you've never programmed before. That's where this introductory course comes in.\n\nWe teach using RStudio, which allows program code, results, visualisations and documentation to be blended seamlessly.\n\nJoin us for a live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Introduction to the RStudio interface for programming\n- Basic syntax and data types in R\n- How to load external data into R\n- Creating functions (FUNCTIONS)\n- Repeating actions and analysing multiple data sets (LOOPS)\n- Making choices (IF STATEMENTS - CONDITIONALS)\n- Ways to visualise data in R\n\n#### Prerequisites:\n\nNo prior experience with programming needed to attend this course.\n\nWe strongly recommend attending the Start Coding without Hesitation: Programming Languages Showdown and Thinking like a computer: The Fundamentals of Programming webinars. Recordings of previously delivered webinars can be found here.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/r101).**","start":"2022-06-01T13:30:00.000Z","end":"2022-06-02T16:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2022-05-02T14:00:18.208Z","updated_at":"2022-05-04T14:00:17.710Z","source":"tess","slug":"learn-to-program-r-at-unisa-online-e7301dd4-39ea-4ac6-8cf8-3dfdd95066c5","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2022-05-04","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":372,"external_id":null,"title":"Getting started with NVivo for Windows at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Does your research see you working through unstructured and non-numerical data? With the ability to collect, store and analyse different data types all in the one location makes, it's easy to see why NVivo is becoming the tool of choice for many researchers.\n\nNVivo allows researchers to simply organise and manage data from a variety of sources including surveys, interviews, articles, video, email, social media and web content, PDFs and images. Coding your data allows you to discover trends and compares themes as they emerge across different sources and data types. Using NVivo memos and visualisations combined with the ability to integrate with popular bibliographic tools you can get your research ready for publication sooner.\n\n#### You'll learn:\n\n- Create and organise a qualitative research project in NVivo\n- Import a range of data sources using NVivo's integrated tools\n- Code and classify your data\n- Format your data to take advantage of NVivo’s auto-coding ability\n- Use NVivo to discover new themes and trends in research\n- Visualise relationships and trends in your data\n\n#### Prerequisites:\n\nThis course is taught using NVivo 12 Pro for Windows and is not suitable for NVivo for Mac users.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/nvivo101).**","start":"2022-06-09T09:30:00.000Z","end":"2022-06-09T12:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2022-05-02T14:00:18.230Z","updated_at":"2022-05-04T14:00:17.741Z","source":"tess","slug":"getting-started-with-nvivo-for-windows-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2022-05-04","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":373,"external_id":null,"title":"Data Manipulation and Visualisation in Python at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Python has deservedly become a popular language for scientific computing. It has all the friendly features and conveniences you'd expect of a modern programming language, and also a rich set of libraries for working with data.\n\nIn this workshop, you will explore DataFrames in depth (using the pandas library), learn how to manipulate, explore and get insights from your data (Data Manipulation), as well as how to deal with missing values and how to combine multiple datasets. You will also explore different types of graphs and learn how to customise them using two of the most popular plotting libraries in Python, matplotlib and seaborn (Data Visualisation).\n\nWe teach using Jupyter notebooks, which allow program code, results, visualisations and documentation to be blended seamlessly. Perfect for sharing insights with others while producing reproducible research.\n\nJoin us for this live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Working with pandas DataFrames\n- Indexing, slicing and subsetting in pandas DataFrames\n- Missing data values\n- Combine multiple pandas DataFrames\n- Using the Grammar of Graphics to convert data into figures using the seaborn and matplotlib libraries\n- Configuring plot elements within seaborn and matplotlib\n- Exploring different types of plots using seaborn\n\n#### Prerequisites:\n\nEither Learn to Program: Python or Learn to Program: Python and Python for Research needed to attend this course. If you already have experience with programming, please check the topics covered in the Learn to Program: Python and Python for Research courses to ensure that you are familiar with the knowledge needed for this course.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/python203).**","start":"2022-06-14T13:30:00.000Z","end":"2022-06-15T16:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2022-05-02T14:00:18.252Z","updated_at":"2022-05-04T14:00:17.772Z","source":"tess","slug":"data-manipulation-and-visualisation-in-python-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2022-05-04","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":374,"external_id":null,"title":"Data Manipulation and Visualisation in R at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"R is quickly gaining popularity as a programming language for statisticians, data scientists and researchers. It has an excellent ecosystem including the powerful RStudio and the Shiny web application framework.\n\nIn this workshop, you will learn how to manipulate, explore and get insights from your data (Data Manipulation using the dplyr package), as well as how to convert your data from one format to another (Data Transformation using the tidyr package). You will also explore different types of graphs and learn how to customise them using one of the most popular plotting packages in R, ggplot2 (Data Visualisation).\n\nWe teach using RStudio, which allows program code, results, visualisations and documentation to be blended seamlessly.\n\nJoin us for a live coding workshop where we write programs that produce results, using the researcher-focused training modules from Intersect and the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- DataFrame Manipulation using the dplyr package\n- DataFrame Transformation using the tidyr package\n- Using the Grammar of Graphics to convert data into figures using the ggplot2 package\n- Configuring plot elements within ggplot2\n- Exploring different types of plots using ggplot2\n\n#### Prerequisites:\n\nEither Learn to Program: R or Learn to Program: R and R for Research needed to attend this course. If you already have experience with programming, please check the topics covered in the Learn to Program: R and R for Research courses to ensure that you are familiar with the knowledge needed for this course.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/r203).**","start":"2022-06-21T13:30:00.000Z","end":"2022-06-22T16:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2022-05-02T14:00:18.273Z","updated_at":"2022-05-04T14:00:17.818Z","source":"tess","slug":"data-manipulation-and-visualisation-in-r-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2022-05-04","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":375,"external_id":null,"title":"Unix Shell and Command Line Basics at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"The Unix environment is incredibly powerful but quite daunting to the newcomer. Command line confidence unlocks powerful computing resources beyond the desktop, including virtual machines and High Performance Computing. It enables repetitive tasks to be automated. And it comes with a swag of handy tools that can be combined in powerful ways. Getting started is the hardest part, but our helpful instructors are there to demystify Unix as you get to work running programs and writing scripts on the command line.\n\nEvery attendee is given a dedicated training environment for the duration of the workshop, with all software and data fully loaded and ready to run.\n\nWe teach this course within a GNU/Linux environment. This is best characterised as a Unix-like environment. We teach how to run commands within the Bash Shell. The skills you'll learn at this course are generally transferable to other Unix environments.\n\n#### You'll learn:\n\n- Navigate and work with files and directories (folders)\n- Use a selection of essential tools\n- Combine data and tools to build a processing workflow\n- Automate repetitive analysis using the command line\n\n#### Prerequisites:\n\nThe course has no prerequisites.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/unix101).**","start":"2022-06-28T13:30:00.000Z","end":"2022-06-28T16:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2022-05-02T14:00:18.296Z","updated_at":"2022-05-04T14:00:17.852Z","source":"tess","slug":"unix-shell-and-command-line-basics-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2022-05-04","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":376,"external_id":null,"title":"Getting started with HPC using PBS Pro at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Is your computer's limited power throttling your research ambitions? Are your analysis scripts pushing your laptop's processor to its limits? Is your software crashing because you’ve run out of memory? Would you like to unleash to power of the Unix command line to automate and run your analysis on supercomputers that you can access for free?\n\nHigh-Performance Computing (HPC) allows you to accomplish your analysis faster by using many parallel CPUs and huge amounts of memory simultaneously. This course provides a hands on introduction to running software on HPC infrastructure using PBS Pro.\n\n#### You'll learn:\n\n- Connect to an HPC cluster\n- Use the Unix command line to operate a remote computer and create job scripts\n- Submit and manage jobs on a cluster using a scheduler\n- Transfer files to and from a remote computer\n- Use software through environment modules\n- Use parallelisation to speed up data analysis\n- Access the facilities available to you as a researcher\n- This is the PBS Pro version of the Getting Started with HPC course.\n\n#### Prerequisites:\n\nThis course assumes basic familiarity with the Bash command line environment found on GNU/Linux and other Unix-like environments. To come up to speed, consider taking our Unix Shell and Command Line Basics course.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/hpc201).**","start":"2022-06-30T09:30:00.000Z","end":"2022-07-01T12:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2022-05-02T14:00:18.320Z","updated_at":"2022-05-04T14:00:17.886Z","source":"tess","slug":"getting-started-with-hpc-using-pbs-pro-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2022-05-04","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":438,"external_id":null,"title":"Excel for Researchers at UniSA","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Data rarely comes in the form you require. Often it is messy. Sometimes it is incomplete. And sometimes there's too much of it. Frequently, it has errors. We'll use one of the most widespread data wrangling tools, Microsoft Excel, to import, sort, filter, copy, protect, transform, summarise, merge, and visualise research data.\n\nWhile aimed at novice Excel users, most attendees will walk away with new tricks to work more efficiently with their research data.\n\n#### You'll learn:\n\n- 'Clean up’ messy research data\n- Organise, format and name your data\n- Interpret your data (SORTING, FILTERING, CONDITIONAL FORMATTING)\n- Perform calculations on your data using functions (MAX, MIN, AVERAGE)\n- Extract significant findings from your data (PIVOT TABLE, VLOOKUP)\n- Manipulate your data (convert data format, work with DATES and TIMES)\n- Create graphs and charts to visualise your data (CHARTS)\n- Handy tips to speed up your work\n\n#### Prerequisites:\n\nIn order to participate, attendees must have a licensed copy of Microsoft Excel installed on their computer. Speak to your local university IT or Research Office for assistance in obtaining a license and installing the software.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/excel101).**","start":"2024-03-05T13:00:00.000Z","end":"2024-03-06T16:00:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-01-25T14:00:27.510Z","updated_at":"2024-02-06T00:05:34.770Z","source":"tess","slug":"excel-for-researchers-at-unisa","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-02-06","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":467,"external_id":null,"title":"Excel for Researchers at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Data rarely comes in the form you require. Often it is messy. Sometimes it is incomplete. And sometimes there's too much of it. Frequently, it has errors. We'll use one of the most widespread data wrangling tools, Microsoft Excel, to import, sort, filter, copy, protect, transform, summarise, merge, and visualise research data.\n\nWhile aimed at novice Excel users, most attendees will walk away with new tricks to work more efficiently with their research data.\n\n#### You'll learn:\n\n- 'Clean up’ messy research data\n- Organise, format and name your data\n- Interpret your data (SORTING, FILTERING, CONDITIONAL FORMATTING)\n- Perform calculations on your data using functions (MAX, MIN, AVERAGE)\n- Extract significant findings from your data (PIVOT TABLE, VLOOKUP)\n- Manipulate your data (convert data format, work with DATES and TIMES)\n- Create graphs and charts to visualise your data (CHARTS)\n- Handy tips to speed up your work\n\n#### Prerequisites:\n\nIn order to participate, attendees must have a licensed copy of Microsoft Excel installed on their computer. Speak to your local university IT or Research Office for assistance in obtaining a license and installing the software.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/excel101).**","start":"2024-03-05T13:00:00.000Z","end":"2024-03-06T16:00:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-02-06T14:00:25.472Z","updated_at":"2024-03-04T14:00:28.132Z","source":"tess","slug":"excel-for-researchers-at-unisa-online-d4cc9efd-993c-468b-99d7-08ec0019b39b","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-03-04","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":439,"external_id":null,"title":"Surveying with Qualtrics at UniSA","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Needing to collect data from people in a structured and intuitive way? Have you thought about using Qualtrics?\n\nQualtrics in a powerful cloud-based survey tool, ideal for social scientists from all disciplines. This course will introduce the technical components of the whole research workflow from building a survey to analysing the results using Qualtrics. We will discover the numerous design elements available in order to get the most useful results and make life as easy as can be for your respondents.\n\nIf your institution has a licence to Qualtrics, then this course is right for you.\n\n#### You'll learn:\n\n- Format a sample survey using the Qualtrics online platform\n- Configure the survey using a range of design features to improve user experience\n- Decide which distribution channel is right for your needs\n- Understand the available data analysis and export options in Qualtrics\n\n#### Prerequisites:\n\nYou must have access to a Qualtrics instance, such as through your university license. Speak to your local university IT or Research Office for assistance in accessing the Qualtrics instance.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/qltrics101).**","start":"2024-03-12T13:00:00.000Z","end":"2024-03-12T16:00:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-01-25T14:00:27.614Z","updated_at":"2024-02-06T00:05:35.057Z","source":"tess","slug":"surveying-with-qualtrics-at-unisa","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-02-06","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":468,"external_id":null,"title":"Surveying with Qualtrics at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Needing to collect data from people in a structured and intuitive way? Have you thought about using Qualtrics?\n\nQualtrics in a powerful cloud-based survey tool, ideal for social scientists from all disciplines. This course will introduce the technical components of the whole research workflow from building a survey to analysing the results using Qualtrics. We will discover the numerous design elements available in order to get the most useful results and make life as easy as can be for your respondents.\n\nIf your institution has a licence to Qualtrics, then this course is right for you.\n\n#### You'll learn:\n\n- Format a sample survey using the Qualtrics online platform\n- Configure the survey using a range of design features to improve user experience\n- Decide which distribution channel is right for your needs\n- Understand the available data analysis and export options in Qualtrics\n\n#### Prerequisites:\n\nYou must have access to a Qualtrics instance, such as through your university license. Speak to your local university IT or Research Office for assistance in accessing the Qualtrics instance.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/qltrics101).**","start":"2024-03-12T13:00:00.000Z","end":"2024-03-12T16:00:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-02-06T14:00:25.606Z","updated_at":"2024-03-11T14:00:29.316Z","source":"tess","slug":"surveying-with-qualtrics-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-03-11","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":440,"external_id":null,"title":"Learn to Program: Python at UniSA","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Python has deservedly become a popular language for scientific computing. It has all the friendly features and conveniences you'd expect of a modern programming language, and also a rich set of libraries for working with data.\n\nWe teach using Jupyter notebooks, which allow program code, results, visualisations and documentation to be blended seamlessly. Perfect for sharing insights with others while producing reproducible research.\n\nJoin us for this live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Introduction to the JupyterLab interface for programming\n- Basic syntax and data types in Python\n- How to load external data into Python\n- Creating functions (FUNCTIONS)\n- Repeating actions and analysing multiple data sets (LOOPS)\n- Making choices (IF STATEMENTS - CONDITIONALS)\n- Ways to visualise data in Python\n\n#### Prerequisites:\n\nNo prior experience with programming is needed to attend this course.\n\nWe strongly recommend attending the Start Coding without Hesitation: Programming Languages Showdown and Thinking like a computer: The Fundamentals of Programming webinars. Recordings of previously delivered webinars can be found [here](https://intersect.org.au/training/webinars/).\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/python101).**","start":"2024-03-13T09:30:00.000Z","end":"2024-03-14T12:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-01-25T14:00:27.685Z","updated_at":"2024-02-06T00:05:35.221Z","source":"tess","slug":"learn-to-program-python-at-unisa","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-02-06","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":469,"external_id":null,"title":"Learn to Program: Python at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Python has deservedly become a popular language for scientific computing. It has all the friendly features and conveniences you'd expect of a modern programming language, and also a rich set of libraries for working with data.\n\nWe teach using Jupyter notebooks, which allow program code, results, visualisations and documentation to be blended seamlessly. Perfect for sharing insights with others while producing reproducible research.\n\nJoin us for this live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Introduction to the JupyterLab interface for programming\n- Basic syntax and data types in Python\n- How to load external data into Python\n- Creating functions (FUNCTIONS)\n- Repeating actions and analysing multiple data sets (LOOPS)\n- Making choices (IF STATEMENTS - CONDITIONALS)\n- Ways to visualise data in Python\n\n#### Prerequisites:\n\nNo prior experience with programming is needed to attend this course.\n\nWe strongly recommend attending the Start Coding without Hesitation: Programming Languages Showdown and Thinking like a computer: The Fundamentals of Programming webinars. Recordings of previously delivered webinars can be found [here](https://intersect.org.au/training/webinars/).\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/python101).**","start":"2024-03-13T09:30:00.000Z","end":"2024-03-14T12:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-02-06T14:00:26.019Z","updated_at":"2024-03-12T14:00:32.043Z","source":"tess","slug":"learn-to-program-python-at-unisa-online-4a8db724-4acc-4819-90d8-8d17e4dbcb51","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-03-12","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":520,"external_id":null,"title":"Surveying with Qualtrics at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Needing to collect data from people in a structured and intuitive way? Have you thought about using Qualtrics?\n\nQualtrics in a powerful cloud-based survey tool, ideal for social scientists from all disciplines. This course will introduce the technical components of the whole research workflow from building a survey to analysing the results using Qualtrics. We will discover the numerous design elements available in order to get the most useful results and make life as easy as can be for your respondents.\n\nIf your institution has a licence to Qualtrics, then this course is right for you.\n\n#### You'll learn:\n\n- Format a sample survey using the Qualtrics online platform\n- Configure the survey using a range of design features to improve user experience\n- Decide which distribution channel is right for your needs\n- Understand the available data analysis and export options in Qualtrics\n\n#### Prerequisites:\n\nYou must have access to a Qualtrics instance, such as through your university license. Speak to your local university IT or Research Office for assistance in accessing the Qualtrics instance.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/qltrics101).**","start":"2024-03-26T09:30:00.000Z","end":"2024-03-26T12:45:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-03-14T14:00:24.788Z","updated_at":"2024-03-24T14:00:34.557Z","source":"tess","slug":"surveying-with-qualtrics-at-unisa-online-7adbaf76-a4bf-4b94-a34d-6da6cf7d0954","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-03-24","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":441,"external_id":null,"title":"Learn to Program: R at UniSA","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"R is quickly gaining popularity as a programming language of choice for statisticians, data scientists and researchers. It has an excellent ecosystem including the powerful RStudio development environment and the Shiny web application framework.\n\nBut getting started with R can be challenging, particularly if you've never programmed before. That's where this introductory course comes in.\n\nWe teach using RStudio, which allows program code, results, visualisations and documentation to be blended seamlessly.\n\nJoin us for a live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Introduction to the RStudio interface for programming\n- Basic syntax and data types in R\n- How to load external data into R\n- Creating functions (FUNCTIONS)\n- Repeating actions and analysing multiple data sets (LOOPS)\n- Making choices (IF STATEMENTS - CONDITIONALS)\n- Ways to visualise data in R\n\n#### Prerequisites:\n\nNo prior experience with programming needed to attend this course.\n\nWe strongly recommend attending the Start Coding without Hesitation: Programming Languages Showdown and Thinking like a computer: The Fundamentals of Programming webinars. Recordings of previously delivered webinars can be found [here](https://intersect.org.au/training/webinars/).\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/r101).**","start":"2024-03-26T13:00:00.000Z","end":"2024-03-27T16:00:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-01-25T14:00:27.775Z","updated_at":"2024-02-06T00:05:35.341Z","source":"tess","slug":"learn-to-program-r-at-unisa","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-02-06","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":470,"external_id":null,"title":"Learn to Program: R at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"R is quickly gaining popularity as a programming language of choice for statisticians, data scientists and researchers. It has an excellent ecosystem including the powerful RStudio development environment and the Shiny web application framework.\n\nBut getting started with R can be challenging, particularly if you've never programmed before. That's where this introductory course comes in.\n\nWe teach using RStudio, which allows program code, results, visualisations and documentation to be blended seamlessly.\n\nJoin us for a live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Introduction to the RStudio interface for programming\n- Basic syntax and data types in R\n- How to load external data into R\n- Creating functions (FUNCTIONS)\n- Repeating actions and analysing multiple data sets (LOOPS)\n- Making choices (IF STATEMENTS - CONDITIONALS)\n- Ways to visualise data in R\n\n#### Prerequisites:\n\nNo prior experience with programming needed to attend this course.\n\nWe strongly recommend attending the Start Coding without Hesitation: Programming Languages Showdown and Thinking like a computer: The Fundamentals of Programming webinars. Recordings of previously delivered webinars can be found [here](https://intersect.org.au/training/webinars/).\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/r101).**","start":"2024-03-26T13:00:00.000Z","end":"2024-03-27T16:00:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-02-06T14:00:26.391Z","updated_at":"2024-03-24T14:00:34.701Z","source":"tess","slug":"learn-to-program-r-at-unisa-online-243a82fa-0dd5-4dc7-a620-9eb9f637814c","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-03-24","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":442,"external_id":null,"title":"Data Manipulation in Python at UniSA","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Python has deservedly become a popular language for scientific computing. It has all the friendly features and conveniences you'd expect of a modern programming language, and also a rich set of libraries for working with data.\n\nIn this workshop, you will explore DataFrames in depth (using the pandas library), learn how to manipulate, explore and get insights from your data (Data Manipulation), as well as how to deal with missing values and how to combine multiple datasets.\n\nWe teach using Jupyter notebooks, which allow program code, results, visualisations and documentation to be blended seamlessly. Perfect for sharing insights with others while producing reproducible research.\n\nJoin us for this live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Working with pandas DataFrames\n- Indexing, slicing and subsetting in pandas DataFrames\n- Missing data values\n- Combine multiple pandas DataFrames\n\n#### Prerequisites:\n\nEither [Learn to Program: Python](https://intersect.org.au/training/course/python101/) or [Learn to Program: Python](https://intersect.org.au/training/course/python101/) and [Python for Research](https://intersect.org.au/training/course/python110/) needed to attend this course. If you already have experience with programming, please check the topics covered in the [Learn to Program: Python](https://intersect.org.au/training/course/python101/) and [Python for Research](https://intersect.org.au/training/course/python110/) courses to ensure that you are familiar with the knowledge needed for this course.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/python201).**","start":"2024-04-09T09:30:00.000Z","end":"2024-04-09T12:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-01-25T14:00:27.866Z","updated_at":"2024-02-06T00:05:35.509Z","source":"tess","slug":"data-manipulation-in-python-at-unisa","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-02-06","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":471,"external_id":null,"title":"Data Manipulation in Python at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Python has deservedly become a popular language for scientific computing. It has all the friendly features and conveniences you'd expect of a modern programming language, and also a rich set of libraries for working with data.\n\nIn this workshop, you will explore DataFrames in depth (using the pandas library), learn how to manipulate, explore and get insights from your data (Data Manipulation), as well as how to deal with missing values and how to combine multiple datasets.\n\nWe teach using Jupyter notebooks, which allow program code, results, visualisations and documentation to be blended seamlessly. Perfect for sharing insights with others while producing reproducible research.\n\nJoin us for this live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Working with pandas DataFrames\n- Indexing, slicing and subsetting in pandas DataFrames\n- Missing data values\n- Combine multiple pandas DataFrames\n\n#### Prerequisites:\n\nEither [Learn to Program: Python](https://intersect.org.au/training/course/python101/) or [Learn to Program: Python](https://intersect.org.au/training/course/python101/) and [Python for Research](https://intersect.org.au/training/course/python110/) needed to attend this course. If you already have experience with programming, please check the topics covered in the [Learn to Program: Python](https://intersect.org.au/training/course/python101/) and [Python for Research](https://intersect.org.au/training/course/python110/) courses to ensure that you are familiar with the knowledge needed for this course.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/python201).**","start":"2024-04-09T09:30:00.000Z","end":"2024-04-09T12:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-02-06T14:00:26.641Z","updated_at":"2024-03-07T14:00:35.034Z","source":"tess","slug":"data-manipulation-in-python-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-03-07","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":512,"external_id":null,"title":"Data Manipulation and Visualisation in Python at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Python has deservedly become a popular language for scientific computing. It has all the friendly features and conveniences you'd expect of a modern programming language, and also a rich set of libraries for working with data.\n\nIn this workshop, you will explore DataFrames in depth (using the pandas library), learn how to manipulate, explore and get insights from your data (Data Manipulation), as well as how to deal with missing values and how to combine multiple datasets. You will also explore different types of graphs and learn how to customise them using two of the most popular plotting libraries in Python, matplotlib and seaborn (Data Visualisation).\n\nWe teach using Jupyter notebooks, which allow program code, results, visualisations and documentation to be blended seamlessly. Perfect for sharing insights with others while producing reproducible research.\n\nJoin us for this live coding workshop where we write programs that produce results, using the researcher-focused training modules from the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Working with pandas DataFrames\n- Indexing, slicing and subsetting in pandas DataFrames\n- Missing data values\n- Combine multiple pandas DataFrames\n- Using the Grammar of Graphics to convert data into figures using the seaborn and matplotlib libraries\n- Configuring plot elements within seaborn and matplotlib\n- Exploring different types of plots using seaborn\n\n#### Prerequisites:\n\nEither [Learn to Program: Python](https://intersect.org.au/training/course/python101/) or [Learn to Program: Python](https://intersect.org.au/training/course/python101/) and [Python for Research](https://intersect.org.au/training/course/python110/) needed to attend this course. If you already have experience with programming, please check the topics covered in the [Learn to Program: Python](https://intersect.org.au/training/course/python101/) and [Python for Research](https://intersect.org.au/training/course/python110/) courses to ensure that you are familiar with the knowledge needed for this course.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/python203).**","start":"2024-04-09T09:30:00.000Z","end":"2024-04-10T12:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-03-08T14:00:40.261Z","updated_at":"2024-03-24T14:00:34.746Z","source":"tess","slug":"data-manipulation-and-visualisation-in-python-at-unisa-online-faad426f-9172-443f-b3da-ed68ad7c75ea","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-03-24","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":444,"external_id":null,"title":"Data Manipulation in R at UniSA","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"R is quickly gaining popularity as a programming language for statisticians, data scientists and researchers. It has an excellent ecosystem including the powerful RStudio and the Shiny web application framework.\n\nIn this workshop, you will learn how to manipulate, explore and get insights from your data (Data Manipulation using the dplyr package), as well as how to convert your data from one format to another (Data Transformation using the tidyr package).\n\nWe teach using RStudio, which allows program code, results, visualisations and documentation to be blended seamlessly.\n\nJoin us for a live coding workshop where we write programs that produce results, using the researcher-focused training modules from Intersect and the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- DataFrame Manipulation using the dplyr package\n- DataFrame Transformation using the tidyr package\n\n#### Prerequisites:\n\nEither [Learn to Program: R](https://intersect.org.au/training/course/r101/) or [Learn to Program: R](https://intersect.org.au/training/course/r101/) and [R for Research](https://intersect.org.au/training/course/r110/) needed to attend this course. If you already have experience with programming, please check the topics covered in the [Learn to Program: R](https://intersect.org.au/training/course/r101/) and [R for Research](https://intersect.org.au/training/course/r110/) courses to ensure that you are familiar with the knowledge needed for this course.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/r201).**","start":"2024-04-09T13:00:00.000Z","end":"2024-04-09T16:00:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-01-25T14:00:28.055Z","updated_at":"2024-02-06T00:05:35.872Z","source":"tess","slug":"data-manipulation-in-r-at-unisa","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-02-06","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":473,"external_id":null,"title":"Data Manipulation in R at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"R is quickly gaining popularity as a programming language for statisticians, data scientists and researchers. It has an excellent ecosystem including the powerful RStudio and the Shiny web application framework.\n\nIn this workshop, you will learn how to manipulate, explore and get insights from your data (Data Manipulation using the dplyr package), as well as how to convert your data from one format to another (Data Transformation using the tidyr package).\n\nWe teach using RStudio, which allows program code, results, visualisations and documentation to be blended seamlessly.\n\nJoin us for a live coding workshop where we write programs that produce results, using the researcher-focused training modules from Intersect and the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- DataFrame Manipulation using the dplyr package\n- DataFrame Transformation using the tidyr package\n\n#### Prerequisites:\n\nEither [Learn to Program: R](https://intersect.org.au/training/course/r101/) or [Learn to Program: R](https://intersect.org.au/training/course/r101/) and [R for Research](https://intersect.org.au/training/course/r110/) needed to attend this course. If you already have experience with programming, please check the topics covered in the [Learn to Program: R](https://intersect.org.au/training/course/r101/) and [R for Research](https://intersect.org.au/training/course/r110/) courses to ensure that you are familiar with the knowledge needed for this course.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/r201).**","start":"2024-04-09T13:00:00.000Z","end":"2024-04-09T16:00:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-02-06T14:00:26.775Z","updated_at":"2024-03-07T14:00:35.207Z","source":"tess","slug":"data-manipulation-in-r-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-03-07","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":513,"external_id":null,"title":"Data Manipulation and Visualisation in R at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"R is quickly gaining popularity as a programming language for statisticians, data scientists and researchers. It has an excellent ecosystem including the powerful RStudio and the Shiny web application framework.\n\nIn this workshop, you will learn how to manipulate, explore and get insights from your data (Data Manipulation using the dplyr package), as well as how to convert your data from one format to another (Data Transformation using the tidyr package). You will also explore different types of graphs and learn how to customise them using one of the most popular plotting packages in R, ggplot2 (Data Visualisation).\n\nWe teach using RStudio, which allows program code, results, visualisations and documentation to be blended seamlessly.\n\nJoin us for a live coding workshop where we write programs that produce results, using the researcher-focused training modules from Intersect and the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- DataFrame Manipulation using the dplyr package\n- DataFrame Transformation using the tidyr package\n- Using the Grammar of Graphics to convert data into figures using the ggplot2 package\n- Configuring plot elements within ggplot2\n- Exploring different types of plots using ggplot2\n\n#### Prerequisites:\n\nEither [Learn to Program: R](https://intersect.org.au/training/course/r101/) or [Learn to Program: R](https://intersect.org.au/training/course/r101/) and [R for Research](https://intersect.org.au/training/course/r110/) needed to attend this course. If you already have experience with programming, please check the topics covered in the [Learn to Program: R](https://intersect.org.au/training/course/r101/) and [R for Research](https://intersect.org.au/training/course/r110/) courses to ensure that you are familiar with the knowledge needed for this course.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/r203).**","start":"2024-04-09T13:00:00.000Z","end":"2024-04-10T16:00:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-03-08T14:00:40.321Z","updated_at":"2024-03-24T14:00:34.784Z","source":"tess","slug":"data-manipulation-and-visualisation-in-r-at-unisa-online-4dbc41f6-f96b-4a5e-958e-c094f1ce499f","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-03-24","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":443,"external_id":null,"title":"Data Visualisation in Python at UniSA","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Course Materials\n\n#### You'll learn:\n\n- Using the Grammar of Graphics to convert data into figures using the seaborn and matplotlib libraries\n- Configuring plot elements within seaborn and matplotlib\n- Exploring different types of plots using seaborn\n\n#### Prerequisites:\n\nEither [Learn to Program: Python](https://intersect.org.au/training/course/python101/) or [Learn to Program: Python](https://intersect.org.au/training/course/python101/) and [Python for Research](https://intersect.org.au/training/course/python110/) needed to attend this course. If you already have experience with programming, please check the topics covered in the [Learn to Program: Python](https://intersect.org.au/training/course/python101/) and [Python for Research](https://intersect.org.au/training/course/python110/) courses to ensure that you are familiar with the knowledge needed for this course.\n\nWe also strongly recommend attending the [Data Manipulation in Python](https://intersect.org.au/training/course/python201/).\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/python202).**","start":"2024-04-10T09:30:00.000Z","end":"2024-04-10T12:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-01-25T14:00:27.964Z","updated_at":"2024-02-06T00:05:35.655Z","source":"tess","slug":"data-visualisation-in-python-at-unisa","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-02-06","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":472,"external_id":null,"title":"Data Visualisation in Python at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"Course Materials\n\n#### You'll learn:\n\n- Using the Grammar of Graphics to convert data into figures using the seaborn and matplotlib libraries\n- Configuring plot elements within seaborn and matplotlib\n- Exploring different types of plots using seaborn\n\n#### Prerequisites:\n\nEither [Learn to Program: Python](https://intersect.org.au/training/course/python101/) or [Learn to Program: Python](https://intersect.org.au/training/course/python101/) and [Python for Research](https://intersect.org.au/training/course/python110/) needed to attend this course. If you already have experience with programming, please check the topics covered in the [Learn to Program: Python](https://intersect.org.au/training/course/python101/) and [Python for Research](https://intersect.org.au/training/course/python110/) courses to ensure that you are familiar with the knowledge needed for this course.\n\nWe also strongly recommend attending the [Data Manipulation in Python](https://intersect.org.au/training/course/python201/).\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/python202).**","start":"2024-04-10T09:30:00.000Z","end":"2024-04-10T12:30:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-02-06T14:00:26.699Z","updated_at":"2024-03-07T14:00:35.077Z","source":"tess","slug":"data-visualisation-in-python-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-03-07","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":445,"external_id":null,"title":"Data Visualisation in R at UniSA","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"R is quickly gaining popularity as a programming language for statisticians, data scientists and researchers. It has an excellent ecosystem including the powerful RStudio and the Shiny web application framework.\n\nIn this workshop, you will explore different types of graphs and learn how to customise them using one of the most popular plotting packages in R, ggplot2 (Data Visualisation).\n\nWe teach using RStudio, which allows program code, results, visualisations and documentation to be blended seamlessly.\n\nJoin us for a live coding workshop where we write programs that produce results, using the researcher-focused training modules from Intersect and the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Using the Grammar of Graphics to convert data into figures using the ggplot2 package\n- Configuring plot elements within ggplot2\n- Exploring different types of plots using ggplot2\n\n#### Prerequisites:\n\nEither [Learn to Program: R](https://intersect.org.au/training/course/r101/) or [Learn to Program: R](https://intersect.org.au/training/course/r101/) and [R for Research](https://intersect.org.au/training/course/r110/) needed to attend this course. If you already have experience with programming, please check the topics covered in the [Learn to Program: R](https://intersect.org.au/training/course/r101/) and [R for Research](https://intersect.org.au/training/course/r110/) courses to ensure that you are familiar with the knowledge needed for this course.\n\nWe also strongly recommend attending the [Data Manipulation in R](https://intersect.org.au/training/course/r201/) course.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/r202).**","start":"2024-04-10T13:00:00.000Z","end":"2024-04-10T16:00:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-01-25T14:00:28.154Z","updated_at":"2024-02-06T00:05:35.989Z","source":"tess","slug":"data-visualisation-in-r-at-unisa","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-02-06","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]},{"id":474,"external_id":null,"title":"Data Visualisation in R at UniSA Online","subtitle":null,"url":"https://intersect.org.au/training/schedule","organizer":"Intersect Australia","description":"R is quickly gaining popularity as a programming language for statisticians, data scientists and researchers. It has an excellent ecosystem including the powerful RStudio and the Shiny web application framework.\n\nIn this workshop, you will explore different types of graphs and learn how to customise them using one of the most popular plotting packages in R, ggplot2 (Data Visualisation).\n\nWe teach using RStudio, which allows program code, results, visualisations and documentation to be blended seamlessly.\n\nJoin us for a live coding workshop where we write programs that produce results, using the researcher-focused training modules from Intersect and the highly regarded Software Carpentry Foundation.\n\n#### You'll learn:\n\n- Using the Grammar of Graphics to convert data into figures using the ggplot2 package\n- Configuring plot elements within ggplot2\n- Exploring different types of plots using ggplot2\n\n#### Prerequisites:\n\nEither [Learn to Program: R](https://intersect.org.au/training/course/r101/) or [Learn to Program: R](https://intersect.org.au/training/course/r101/) and [R for Research](https://intersect.org.au/training/course/r110/) needed to attend this course. If you already have experience with programming, please check the topics covered in the [Learn to Program: R](https://intersect.org.au/training/course/r101/) and [R for Research](https://intersect.org.au/training/course/r110/) courses to ensure that you are familiar with the knowledge needed for this course.\n\nWe also strongly recommend attending the [Data Manipulation in R](https://intersect.org.au/training/course/r201/) course.\n\n  \n  \n  \n**For more information, please click [here](https://intersect.org.au/training/course/r202).**","start":"2024-04-10T13:00:00.000Z","end":"2024-04-10T16:00:00.000Z","sponsors":[],"venue":"","city":"","country":"Australia","postcode":null,"latitude":null,"longitude":null,"created_at":"2024-02-06T14:00:26.881Z","updated_at":"2024-03-07T14:00:35.342Z","source":"tess","slug":"data-visualisation-in-r-at-unisa-online","content_provider_id":5,"user_id":43,"online":true,"last_scraped":"2024-03-07","scraper_record":true,"keywords":[],"event_types":[],"target_audience":[],"capacity":null,"eligibility":["host_institution"],"contact":"training@intersect.org.au","host_institutions":["UniSA"],"prerequisites":null,"tech_requirements":null,"cost_basis":null,"cost_value":null,"scientific_topics":[],"operations":[],"nodes":[]}]