Nima Sarajpoor's repositories
hacker-laws
💻📖 Laws, Theories, Principles and Patterns that developers will find useful. #hackerlaws
machine-learning-interview
Machine Learning Interviews from FAANG, Snapchat, LinkedIn. I have offers from Snapchat, Coupang, Stitchfix etc. Blog: mlengineer.io.
act
Run your GitHub Actions locally 🚀
bash-guide
A guide to learn bash
ChallengeFighter
LeetCode Questions with tests
ds-team-success-factors
For SLAS 2024.
energy-forecasting
🌀 𝗧𝗵𝗲 𝗙𝘂𝗹𝗹 𝗦𝘁𝗮𝗰𝗸 𝟳-𝗦𝘁𝗲𝗽𝘀 𝗠𝗟𝗢𝗽𝘀 𝗙𝗿𝗮𝗺𝗲𝘄𝗼𝗿𝗸 | Learn MLE & MLOps for free by designing, building and deploying an end-to-end ML batch system ~ 𝘴𝘰𝘶𝘳𝘤𝘦 𝘤𝘰𝘥𝘦 + 2.5 𝘩𝘰𝘶𝘳𝘴 𝘰𝘧 𝘳𝘦𝘢𝘥𝘪𝘯𝘨 & 𝘷𝘪𝘥𝘦𝘰 𝘮𝘢𝘵𝘦𝘳𝘪𝘢𝘭𝘴
essays-on-data-science
In which I put together my thoughts on the practice of data science.
excalidraw
Virtual whiteboard for sketching hand-drawn like diagrams
Full-Stack-Machine-Learning
A repo for the course in uplimit
full-stack-ML-metaflow-tutorial
It's all in the name
handson-ml2
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.
Large-Language-Model-Notebooks-Course
Practical course about Large Language Models.
mlops-zoomcamp
Free MLOps course from DataTalks.Club
mml-book.github.io
Companion webpage to the book "Mathematics For Machine Learning"
NimaSarajpoor.github.io
[Work-in-Progress] My personal blog
pymc
Probabilistic Programming in Python: Bayesian Modeling and Probabilistic Machine Learning with Aesara
python-causality-handbook
Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.
sample_notebooks
Loose collection of Jupyter notebooks, mostly for my blog
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
scipy
SciPy library main repository
sdxpy
Software Design by Example: a tool-based introduction with Python
sql-tutorial
SQL in 100 Queries
statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
system-design-primer
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.