12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

Learn how to design, develop, deploy and iterate on production-grade ML applications.

12 Lessons to Get Started Building AI Agents

12 Weeks, 24 Lessons, AI for All!

10 Weeks, 20 Lessons, Data Science for All!

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

Jupyter notebooks for the code samples of the book "Deep Learning with Python"

Neural Networks: Zero to Hero

Learn ML engineering for free in 4 months! Register here 👇🏼

Collection of notebooks about quantitative finance, with interactive python code.

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

Power systems optimization course materials

Python worked examples and problems from Reservoir Engineering textbooks (Brian Towler SPE Textbook Vol. 8, etc.)

This repository includes relevant code associated with the course "Integrated Energy Grids"

Learn Deep Learning with Python

Introduction to Data Science for Mechanical Engineers

ME 50900 - Intermediate Fluid Mechanics

Seattle Summer School

Reservoir simulation in Python using the JutulDarcy.jl reservoir simulator

Python worked examples from Reservoir Engineering Handbook by Tarek Ahmed,PhD

Diamond CDT Finite Element Method lectures

Jupyter notebooks with patterns and snippets for reservoir simulations using implicit numerical methods in Python

Python FDM Reservoir Simulation - Inspired by Ertekin's textbook

This repo is my personal notebook of the workshop I am attending called Applied Machine Learning for Biological Data. Follow along this journey where I document my learnings.