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A playbook for systematically maximizing the performance of deep learning models.
Deep Reinforcement Learning: Zero to Hero!
Questions to ask the company during your interview
An Open-Source Collection of 230+ Flash Cards to Help You Succeed in Your System Design Interview and More 💯
The motive behind Creating this repo is to feel the fear of mathematics and do what ever you want to do in Machine Learning , Deep Learning and other fields of AI
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python
A visual introduction to probability and statistics.
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 ;)
Code repository for O'Reilly book
STUMPY is a powerful and scalable Python library for modern time series analysis
ClaudeSync is a Python tool that automates the synchronization of local files with Claude.ai Projects
A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning
Investment Research for Everyone, Everywhere.
Analysis on systematic trading strategies (e.g., trend-following, carry and mean-reversion). The result is regularly updated.
A logical, reasonably standardized, but flexible project structure for doing and sharing data science work.
📊 Path to a free self-taught education in Data Science!
📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.
Your new Mentor for Data Science E-Learning.
Example code from Head First Design Patterns translated to python
Python for Head First Design Patterns book (2020)
🛁 Clean Code concepts adapted for Python
Popular Algorithms and Data Structures implemented in popular languages
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
Cheatsheets on numerous topics ranging from DataScience | ML | DL | AI | Big Data.
[Book-2021] Practical MLOps O'Reilly Book