GitHub / GitHub Universe 2022 - AI

Remember when AI was the stuff of science fiction? Or, AI helping with everyday work seemed an aspiration for the distant future? Today, GitHub Copilot is defining a new paradigm for software development. Hundreds of thousands of developers use GitHub Copilot every day as their AI pair programmer, and get to experience efficiency and delight. That deserves a closer look! Join us for a deep dive on how GitHub Copilot works, how research and feedback have shaped its evolution, and what’s coming next.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Join CS50's Professor, David J. Malan of Harvard University, and Copilot Product Leader, Shuyin Zhao, for a fun chat about GitHub Copilot, including how it works, how it can be used in today’s classrooms, and how it might shape tomorrow’s classrooms as well.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Presented by: Zeke Sikelianos

Deep learning can do extraordinary things: it can drive cars, write code, and make art. But it's still really hard to use, and many models require specialized hardware to run. Thanks to the new GPU support in GitHub Codespaces, working on these models just got a lot easier. Replicate is making it easier to build and run machine learning models, so more people can use them to solve real-world problems. In this talk, Zeke will show how to use Codespaces to fine-tune a generative text-to-image model and deploy it to the cloud as an API. Check out Zeke's resources here: https://github.com/zeke/universe-22

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Join this fireside chat with Oege De Moor, VP of GitHub Next, and OpenAI, on building with Codex, OpenAI's AI system that translates natural language to code. Together they’ll discuss Codex's capabilities, exploring applications from developers across the globe. Drawing on their experience building GitHub Copilot, an AI-powered pair programmer, they'll touch on the unique challenges in working with this powerful technology. They'll also look to the future, and how Codex's new capabilities will empower everyday developers.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Join Tanmayee Kamath on a tour of GitHub Codespaces to walk through setting up your data science and machine learning projects. Codespaces is a cloud-powered product with zero configuration so this may just be your favorite new productivity hack.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Presented by: Elvis Saravia

This presentation illustrates how GitHub, Codespaces, GitHub Copilot, and the open source community accelerated and democratized machine learning (ML) education. Elvis will discuss how GitHub achieved this through the DAIR.AI initiative and other initiatives. This session will also showcase how to use GitHub technologies to make ML education more accessible and extendable.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Presented by: Claudio Wunder

Find out how how GitHub Copilot empowers developers at HubSpot, and helped it identify a critical bug in their codebase.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Did you know that there are over 9.5 million Jupyter notebooks and data science repos on GitHub? Come and learn how to use GitHub and VS Code to supercharge your productivity authoring notebooks, building machine learning models, and collaborating on data science projects. Edit and run notebooks on GitHub from the comfort of your browser with vscode.dev. Also, learn how to take advantage of free compute and GPUs on Codespaces to train models.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Presented by: Seth Juarez

GitHub Copilot represents a huge leap forward in developer productivity, but did you know it also contributes to developer happiness? Join Seth Juarez and some special guests to learn what Copilot is, how it works, how it makes developers' lives easier, happier, and more productive.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

In an interview format session, we'll talk about how enterprises are currently using Codespaces to streamline development environments and improve developer happiness for their data science projects.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Presented by: Rizel Scarlett

If you’ve tried GitHub Copilot, you know that it can feel like magic. The tool fills out entire blocks of code with shocking accuracy—though knowing exactly where to correct it requires skill. In this session, Rizèl Scarlett shares how GitHub Copilot can help you level up your software engineering career.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Presented by: Dmitry Petrov

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Presented by: Jeff Boudier

This session is designed for software developers to learn how they can leverage GitHub and Hugging Face to build machine learning-powered features without a Ph.D. in machine learning. Jeff Boudier will walk the audience through optimal workflows building cool AI features leveraging code, models, and datasets in GitHub and Hugging Face, with examples in Computer Vision, Speech Processing, and Natural Language Processing.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Presented by: John Berryman & Luke Dramko

GitHub recommends repositories to help developers discover their next passion project, find a handy tool, or learn about a useful library. In this talk, John and Luke will give you a behind-the-scenes look at GitHub's repository recommendation system, discuss the two dominant approaches for recommendation systems, and explain how GitHub is exploring both paradigms for serving personalized repository recommendations. They'll also compare the fundamental tradeoffs in characteristics, capabilities, and costs.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Presented by: Vincent Hellendoorn

Following the release of GitHub Copilot, GitHub’s developer community quickly responded by building new open source neural code models and tools built on top of GitHub Copilot. In this talk, Vincent will review several of these models and discuss their design, impact, and trade-offs compared with GitHub Copilot. Vincent will then take a broader look at the emerging trends in this space and discuss the opportunities and challenges for open source AI tool builders.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Presented by: Avinash Sooriyarachchi

Streaming data processing has moved from niche to mainstream, and deploying machine learning models in such data streams opens up a multitude of possibilities. However, most data teams shy away from this approach because of its complexity. In this talk, through retail industry-specific applications, Avinash will explain how Databricks Delta Live Tables, AutoML, and Github Actions can be used together to make production-grade streaming machine learning simple and feasible.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com

Presented by: Noah Gift

GitHub ecosystem is a perfect location to teach once and deploy reproducible education assets, including source code, configurable .devcontainer, continuous integration and delivery, and AI-assisted code completion with GitHub Copilot. Additionally, this is conducive to teaching complex topics like MLOps because this toolchain manages the complexity of getting started. Students can follow along live but later reproduce real-world projects using the GitHub ecosystem.

As always, feel free to leave us a comment below and don't forget to subscribe: http://bit.ly/subgithub

Thanks!

Connect with us.
Facebook: http://fb.com/github
Twitter: http://twitter.com/github
LinkedIn: http://linkedin.com/company/github

About GitHub
GitHub is the best place to share code with friends, co-workers, classmates, and complete strangers. Millions of people use GitHub to build amazing things together. For more info, go to http://github.com