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13 materials found

Content provider: Sydney Informatics Hub 


Exploratory Data Analysis

This is the second of three modules in our exciting new machine learning workshop series by the Sydney Informatics Hub (SIH).

Module 1: https://youtu.be/dMwHFhKWRRI

Module 3:...

Keywords: Data analysis, training material

Exploratory Data Analysis https://dresa.org.au/materials/exploratory-data-analysis This is the second of three modules in our exciting new machine learning workshop series by the Sydney Informatics Hub (SIH). **Module 1**: [https://youtu.be/dMwHFhKWRRI](https://youtu.be/dMwHFhKWRRI) **Module 3**: [https://github.com/Sydney-Informatics-Hub/Module3R](https://github.com/Sydney-Informatics-Hub/Module3R) *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) sih.training@sydney.edu.au Mori, Giorgia (orcid: 0000-0003-3469-5632) Data analysis, training material
Fundamentals of Machine Learning

This is the first of four modules in our exciting new machine learning workshop series by the Sydney Informatics Hub (SIH).

Module 2: https://youtu.be/HVAFflj2PS0
Module 3:...

Keywords: Machine Learning, training material

Fundamentals of Machine Learning https://dresa.org.au/materials/fundamentals-of-machine-learning This is the first of four modules in our exciting new machine learning workshop series by the Sydney Informatics Hub (SIH). **Module 2**: [https://youtu.be/HVAFflj2PS0](https://youtu.be/HVAFflj2PS0) **Module 3**: [https://github.com/Sydney-Informatics-Hub/Module3R](https://github.com/Sydney-Informatics-Hub/Module3R) *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) sih.training@sydney.edu.au Machine Learning, training material
AgReFed Geodata-Harvester

The Geodata-Harvester project enables researchers with reusable workflows and provides open-source software for automatic data extraction from a wide range of data sources including spatial-temporal processing.

This workshop follows the notes from...

Keywords: Open Source Software, training material

AgReFed Geodata-Harvester https://dresa.org.au/materials/agrefed-geodata-harvester The Geodata-Harvester project enables researchers with reusable workflows and provides open-source software for automatic data extraction from a wide range of data sources including spatial-temporal processing. This workshop follows the notes from [here](https://sydney-informatics-hub.github.io/AgReFed-Workshop/) Contribute to the project via the GitHub repo [here](https://github.com/Sydney-Informatics-Hub/geodata-harvester). *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) sih.training@sydney.edu.au Open Source Software, training material
Cloud Computing for Researchers

Nathaniel Butterworth, the Research Computing Group Lead from the Sydney Informatics Hub at the University of Sydney, gives insights into the current state of Cloud Computing and a general overview of current platforms and services available to researchers.

*The Sydney Informatics Hub is a...

Keywords: cloud computing, training material

Cloud Computing for Researchers https://dresa.org.au/materials/cloud-computing-for-researchers Nathaniel Butterworth, the Research Computing Group Lead from the Sydney Informatics Hub at the University of Sydney, gives insights into the current state of Cloud Computing and a general overview of current platforms and services available to researchers. *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) sih.training@sydney.edu.au cloud computing, training material
Sharing your research: setting up a personal blog or portfolio website

A personal blog or website gives you a permanent home for your research profile – it can be a great way to share your portfolio, publicize your research, and share your knowledge with the world.

In this workshop we’ll give an overview of how to set up a website using free tools like Pelican or...

Keywords: training material, website

Sharing your research: setting up a personal blog or portfolio website https://dresa.org.au/materials/sharing-your-research-setting-up-a-personal-blog-or-portfolio-website A personal blog or website gives you a permanent home for your research profile – it can be a great way to share your portfolio, publicize your research, and share your knowledge with the world. In this workshop we’ll give an overview of how to set up a website using free tools like Pelican or blogdown, which give you complete control of your content. We’ll discuss all the steps from creating your site, to hosting it, to making sure your content is shareable and searchable. Part of our "Masterclass" series of short, accessible overviews of topics from data science and programming. *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) sih.training@sydney.edu.au training material, website
Distributional Regression modeling: Raise your research to the next level

Stanislaus Stadlmann, a statistical consultant with the Sydney Informatics Hub, conducts a masterclass on Distributional Regression.

He discusses:

  1. SIH masterclasses in general
  2. Regression Analysis: How we got here
  3. Distributional Regression and its applications

*The Sydney...

Keywords: training material, Statistics, Regression analysis

Distributional Regression modeling: Raise your research to the next level https://dresa.org.au/materials/distributional-regression-modeling-raise-your-research-to-the-next-level Stanislaus Stadlmann, a statistical consultant with the Sydney Informatics Hub, conducts a masterclass on Distributional Regression. He discusses: 1. SIH masterclasses in general 2. Regression Analysis: How we got here 3. Distributional Regression and its applications *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) sih.training@sydney.edu.au training material, Statistics, Regression analysis
Decoding Bioinformatics: A Primer For Life Scientists

Bioinformatics is a vital component of biological and medical research, supporting data-driven discoveries, genomic medicine, and the development of innovative therapeutics. As the life sciences becomes increasingly data-driven, ‘doing’ bioinformatics to extract, process, analyse, and interpret...

Keywords: Bioinformatics, bioinformatics training, training material

Decoding Bioinformatics: A Primer For Life Scientists https://dresa.org.au/materials/decoding-bioinformatics-a-primer-for-life-scientists Bioinformatics is a vital component of biological and medical research, supporting data-driven discoveries, genomic medicine, and the development of innovative therapeutics. As the life sciences becomes increasingly data-driven, ‘doing’ bioinformatics to extract, process, analyse, and interpret this data has become an essential skill for molecular life scientists. In this masterclass, we delve into the vast world of bioinformatics, illuminating key concepts and experimental design considerations. We explore common experimental applications and essential but easy to overlook practical considerations like how to access the database, software, and computing resources you need. *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) sih.training@sydney.edu.au Bioinformatics, bioinformatics training, training material
Internet Security

How to stay safe in a connected world.

The internet has become an integral part of our daily lives. We rely on being connected for countless tasks, from managing our finances to social networking. However, as recent data breaches at Optus and Medibank have highlighted, this doesn’t come...

Keywords: Data security, training material

Internet Security https://dresa.org.au/materials/internet-security How to stay safe in a connected world. The internet has become an integral part of our daily lives. We rely on being connected for countless tasks, from managing our finances to social networking. However, as recent data breaches at Optus and Medibank have highlighted, this doesn’t come without risks. How can we keep our data safe? In this Masterclass, we explore various aspects of internet security, diving into how such data breaches happen in the first place, and what you can do to best protect yourself. *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) sih.training@sydney.edu.au Data security, training material
Git for RStudio: streamline your version control workflow

Learn how to use Git and RStudio together for version control and collaboration. We provide hands-on assistance in getting Git and RStudio to communicate effectively. This Masterclass will highlight the importance of making collaboration transparent for everyone, as well as the benefits of using...

Keywords: Git, RStudio, training material

Git for RStudio: streamline your version control workflow https://dresa.org.au/materials/git-for-rstudio-streamline-your-version-control-workflow Learn how to use Git and RStudio together for version control and collaboration. We provide hands-on assistance in getting Git and RStudio to communicate effectively. This Masterclass will highlight the importance of making collaboration transparent for everyone, as well as the benefits of using version control to maintain a clear and comprehensive record of project development, and keep your projects organized and reproducible. *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) sih.training@sydney.edu.au Git, RStudio, training material
Data Storytelling

This Masterclass is an informative training session on data storytelling, designed to equip you with the skills and knowledge to effectively convey the "story" of your research. We explore various data storytelling techniques and introduce you to the tools available to visualize your data...

Keywords: data storytelling, training material

Data Storytelling https://dresa.org.au/materials/data-storytelling-90b4a4ef-bf32-4521-abd4-2767969598bd This Masterclass is an informative training session on data storytelling, designed to equip you with the skills and knowledge to effectively convey the "story" of your research. We explore various data storytelling techniques and introduce you to the tools available to visualize your data effectively. *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research.* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) sih.training@sydney.edu.au data storytelling, training material
Unlocking the potential of ChatGPT for your research

In this 1 hr masterclass, Dr. Henry Lydecker and Dr. Gordon McDonald from the University of Sydney's Sydney Informatics Hub discuss:

  • What ChatGPT is,
  • A breif history of how we got here,
  • Some ideas on how you can use it to accelerate your research
  • Some pitfalls to beware of
  • Some...

Keywords: ChatGPT, training material

Unlocking the potential of ChatGPT for your research https://dresa.org.au/materials/unlocking-the-potential-of-chatgpt-for-your-research In this 1 hr masterclass, Dr. Henry Lydecker and Dr. Gordon McDonald from the University of Sydney's Sydney Informatics Hub discuss: - What ChatGPT is, - A breif history of how we got here, - Some ideas on how you can use it to accelerate your research - Some pitfalls to beware of - Some ethical/legal/moral and IP considerations for use of the tool. Slides for the presentation are available [here](https://github.com/Sydney-Informatics-Hub/ChatGPT-Masterclass/blob/main/chatgpt_masterclass.pdf). Presented by Dr. Henry Lydecker and Dr. Gordon McDonald from the University of Sydney's Sydney Informatics Hub. [https://sydney.edu.au/sydney-informatics-hub](https://sydney.edu.au/sydney-informatics-hub) sih.training@sydney.edu.au ChatGPT, training material
RONIN Research Cloud at Sydney University

Learn about Sydney University's Ronin Research Cloud Computing platform as a gateway to Amazon Web Services (AWS).

The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research....

Keywords: Cloud computing, training material

RONIN Research Cloud at Sydney University https://dresa.org.au/materials/ronin-research-cloud-at-sydney-university Learn about Sydney University's Ronin Research Cloud Computing platform as a gateway to Amazon Web Services (AWS). *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research.* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) [https://ronin.cloud/](https://ronin.cloud/) sih.training@sydney.edu.au Cloud computing, training material
Generative AI in Research

Slides available here.

Presented by Dr. Henry Lydecker and Dr. Gordon McDonald of the Sydney Informatics Hub, on the 30th November 2023, as part of CSIRO's National AI Month.

Everyone is using ChatGPT these...

Keywords: Artificial Intelligence, training material

Generative AI in Research https://dresa.org.au/materials/generative-ai-in-research Slides available [here](https://github.com/Sydney-Informatics-Hub/Generative-AI-in-Research-Masterclass/). Presented by Dr. Henry Lydecker and Dr. Gordon McDonald of the Sydney Informatics Hub, on the 30th November 2023, as part of CSIRO's National AI Month. Everyone is using ChatGPT these days, but how exactly can you get the most out of generative AI tools for your research? In this Sydney Informatics Hub Masterclass we'll show you three killer ways you can take advantage of these new AI magic tricks so you can use them like a research wizard. We'll briefly overview the traps to avoid, and then show you a glimpse of the future where AI does the boring parts of your job for you! *The Sydney Informatics Hub is a Core Research Facility at The University of Sydney, enabling excellence in research.* [https://sydney.edu.au/informatics-hub](https://sydney.edu.au/informatics-hub) sih.training@sydney.edu.au Artificial Intelligence, training material