Stars
Master programming by recreating your favorite technologies from scratch.
📚 Freely available programming books
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
A complete computer science study plan to become a software engineer.
An opinionated list of Python frameworks, libraries, tools, and resources.
Master the command line, in one page
A curated list of Rust code and resources.
Free universal database tool and SQL client
Python Data Science Handbook: full text in Jupyter Notebooks
Python packaging and dependency management made easy
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials,…
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
Data Apps & Dashboards for Python. No JavaScript Required.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
📊 Path to a free self-taught education in Data Science!
The interactive graphing library for Python ✨
A guide to contributing to open source
Jupyter notebooks from the scikit-learn video series
Painless compression and decompression in the terminal
Ciência de Dados aplicada à pandemia do novo coronavírus.
😎 Curated list of awesome things regarding Rust Testing
Encrypted Machine Learning library that relies on the Next-Gen Vaultree Fully Homomorphic Encryption (NG-FHE) library, VENumpy.