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18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Python Data Science Handbook: full text in Jupyter Notebooks
Learn how to design, develop, deploy and iterate on production-grade ML applications.
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
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.
Course Files for Complete Python 3 Bootcamp Course on Udemy
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 ;)
Free Data Engineering course!
Implementing a ChatGPT-like LLM in PyTorch from scratch, step by step
Materials and IPython notebooks for "Python for Data Analysis" by Wes McKinney, published by O'Reilly Media
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
wtfpython的中文翻译/施工结束/ 能力有限，欢迎帮我改进翻译
PRML algorithms implemented in Python
Neural Networks: Zero to Hero
面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版
Practice your pandas skills!
YSDA course in Natural Language Processing
TensorFlow Tutorials with YouTube Videos
FaceChain is a deep-learning toolchain for generating your Digital-Twin.
Interview = 简历指南 + 算法题 + 八股文 + 源码分析
Code for Tensorflow Machine Learning Cookbook
Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101
Code repo for realtime multi-person pose estimation in CVPR'17 (Oral)
有趣的Python爬虫和Python数据分析小项目(Some interesting Python crawlers and data analysis projects)
Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained
Python code for common Machine Learning Algorithms
Content for Udacity's Machine Learning curriculum