Data Science & Machine Learning
Flex your skills in data collection, cleaning, analysis, visualization, programming, and machine learning. The Data Science & Machine Learning experience gives you the tools to analyze, collaborate and harness the power of predictive data to build amazing projects.
Offers in this bundle
Additional benefits
Additional benefits are not included in the Student Developer Pack, but are exclusively offered by GitHub and partners for this Experience.
Benefits
Set up your space
Use SQLGate or Codespaces to set up your environment and choose a database, like MongoDB to get started with your data science projects.
Learn new skills
Hop onto DataCamp to build your data skills. Whether you’re interested in diving into and introduction to R, Python or SQL, or you want to learn more advanced topics like building recommendation engines and deep learning, DataCamp is a great place to start.
Collaborate, deploy & monitor
Take your project public and begin collaborating using Deepnote which integrates seamlessly with GitHub. Then be sure to use tools that let you deploy, test, analyze and monitor your project with ease. We recommend exploring the Datadog benefit.
Offers and additional benefits
- Datadog
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About Datadog
Cloud-based infrastructure monitoring.
Benefit
Pro Account, including 10 servers. Free for 2 years.
Security & analytics
- SQLGate
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About SQLGate
Simple but powerful IDE for multiple SQL databases.
Benefit
Access to most Standard Subscription features for 1 year.
Developer tools
- GitHub Codespaces
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About GitHub Codespaces
Create a codespace to start developing in a secure, configurable, and dedicated development environment that works how and where you want it to.
Benefit
Free Pro level access to Codespaces to use anywhere in your account.
- Deepnote
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About Deepnote
Deepnote is a new kind of data notebook built for collaboration - Jupyter compatible, works magically in the cloud, and sharing is as easy as sending a link.
Benefit
Our offer includes free use of the Deepnote Team plan while you are a student. The Deepnote Team Plan includes: Unlimited team members & projects, 30-day version history, unlimited basic machines with up to 5GB RAM and 2vCPU, premium integrations (Snowflake, SQL Server, BigQuery, Redshift, and more), and 30-day revision history.
Developer tools Machine Learning & AI
- DataCamp
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About DataCamp
DataCamp helps companies and individuals make better use of data. Our users build data fluency while learning from the world’s top data scientists.
Benefit
Free 3-month individual subscription for students.
Learn
- MongoDB
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About MongoDB
A general purpose, document-based, distributed database built for modern application developers and for the cloud era.
Benefit
$50 in MongoDB Atlas Credits, plus access to MongoDB Compass and MongoDB University including free certification valued at $150.
Infrastructure & APIs
Additional Benefits
MongoDB: A Spotify Song and Playlist Recommendation Engine
Learn how three University of San Francisco students responded to Spotify's RecSys Challenge where they challenged participants to recommend a list of 500 songs given a user-created playlist from a dataset of one million playlists. Then, view their code on GitHub and try it yourself.