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21 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
Learn how to design, develop, deploy and iterate on production-grade ML applications.
12 Weeks, 24 Lessons, AI for All!
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.
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Free MLOps course from DataTalks.Club
Practice your pandas skills!
Learn ML engineering for free in 4 months!
Deep Learning Specialization by Andrew Ng on Coursera.
Toturials coming with the "data science roadmap" picture.
Repository of teaching materials, code, and data for my data analysis and machine learning projects.
All course materials for the Zero to Mastery Deep Learning with TensorFlow course.
Plain python implementations of basic machine learning algorithms
Collection of useful data science topics along with articles, videos, and code
Jupyter notebooks for the Natural Language Processing with Transformers book
Cool Python features for machine learning that I used to be too afraid to use. Will be updated as I have more time / learn more.
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
This is Andrew NG Coursera Handwritten Notes.
Data & AI Notebook templates catalog organized by tools, following the IMO (input, model, output) framework for easy usage and discovery..
Machine learning lessons and teaching projects designed for engineers
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative ski…
Implementing a Neural Network from Scratch
Collection of data science projects in Python
Deep Learning Specialization by Andrew Ng, deeplearning.ai.
