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Master programming by recreating your favorite technologies from scratch.
Curated list of project-based tutorials
List of Computer Science courses with video lectures.
Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. The next cohort starts in January 2026. Join the course here 👇🏼
10 Weeks, 20 Lessons, Data Science for All!
Course Files for Complete Python 3 Bootcamp Course on Udemy
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,…
📝 An awesome Data Science repository to learn and apply for real world problems.
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 ;)
A curated list of insanely awesome libraries, packages and resources for Quants (Quantitative Finance)
📊 Path to a free self-taught education in Data Science!
📺 Discover the latest machine learning / AI courses on YouTube.
llama3 implementation one matrix multiplication at a time
Python training for business analysts and traders
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Practice your pandas skills!
🔥Highlighting the top ML papers every week.
Minimal, clean code for the Byte Pair Encoding (BPE) algorithm commonly used in LLM tokenization.
A curated list of awesome libraries, packages, strategies, books, blogs, tutorials for systematic trading.
A web-based demonstration of blockchain concepts.
Data Science Using Python
Open Source Data Science Resources.
标注自己的数据集，训练、评估、测试、部署自己的人工智能算法
150+ quantitative finance Python programs to help you gather, manipulate, and analyze stock market data
100 data puzzles for pandas, ranging from short and simple to super tricky (60% complete)
Quantitative research and educational materials
Collection of data science projects in Python
Various Types of Stock Analysis in Excel, Matlab, Power BI, Python, R, and Tableau