Free Online Course
Free Online Course
Online Course Platform
List of Free Online Course
- Resume Worded
- Class Central
- Free Udemy Courses
- Course List by Abakcus
- Course List by Brilliant
- Course List by Tombasche
Hacking Satellite Course
Machine Learning Course
- Machine Learning University from Amazon, Information from Amazon but these are mostly designed around Amazon products and do not teach much actual ML
- DEEP LEARNING Course Yann LeCun & Alfredo Canziani MATERIAL Google Drive, Notebooks NYU Site
- AI Course: Elements of AI
- Complete ML Coursework
Programming
Deep Learning Course
- DeepCourse
- Deep Learning by deeplearning.ai - Coursera
- Yann LeCun’s Deep Learning Course at CDS–NYU Center for Data Science
- briandalessandro/DataScienceCourse: This holds iPython notebooks and lecture slides for the Intro to Data Science Master’s course I teach at NYU.
Time Series Course
Machine Learning Course
- DeepCourse License: Apache
Linear Algebra
Electrical Circuit Course Notes
Machine Learning Course Notes
- ML 2021 Spring ML 2020 Spring Introduction—Learning Machine rentruewang/learning-machine: A handbook for machine learning License: GPL
- Best tutorials, courses, and blog posts
- Learn - AI Campus
Course
Course
Machine Learning
Course
- Full stack open 2021 License: CC-BY-NC-SA
HTML Learn
- Don’t Panic–It’s Only HTML (Crash Course For Beginners) - YouTube
- HTML Crash Course For Absolute Beginners - YouTube
- CSS Crash Course For Absolute Beginners - YouTube
Course
- MIT Open Learning Library - Open Learning License: CC-BY-NC-SA
Course
Programming Course
Machine Learning Course
- Teaching - CS 229
- SEE Standford CS 229 CC-BY-NC
- aidysft
- Designing, Visualizing and Understanding Deep Neural Networks : Public Domain
- Deep learning courses at UC Berkeley - berkeley-deep-learning.github.io
- CS 189/289A: Introduction to Machine Learning
Machine Learning
- Google’s ML crash course
- TensorFlow tutorials
- PyTorch tutorials
- FastAI course: Practical Deep Learning for Coders
- Full Stack Deep Learning course
- A Software Engineer’s trek into Machine Learning - Towards Data Science
Machine Learning Course
Machine Learning Course
- microsoft/ML-For-Beginners: 12 weeks, 24 lessons, classic Machine Learning for all License: MIT
- Machine Learning Crash Course - Google Developers
- Machine Learning University
Open Course
- The Missing Semester of Your CS Education · the missing semester of your cs education License: CC-NC
NLP Course
Course
Course
- Lesson Directory - Programming Historian Digital Tools for Humanity, License: CC-BY
Course
Distributed Systems
Course
- lijqhs/deeplearning-notes: Notes for Deep Learning Specialization Courses led by Andrew Ng. License: MIT
- https://web.stanford.edu/~jurafsky/NLPCourseraSlides.html Lecture Slides from the 2012 Stanford Coursera course
- ISLR Textbook Slides, Videos and Resources Introduction to Statistical Learning: With Applications in R Lecture Slides and Videos
- Entire Computer Science Curriculum in 1000 YouTube Videos - Laconicml
Fast.ai Online Course
- Practical Deep Learning for Coders
- Part 2: Deep Learning from the Foundations
- Practical Data Ethics
- Computational Linear Algebra
- Code-First Introduction to Natural Language Processing
Course
Computer Science
Full Stack Deep Learning
Course Self Taught
- Teach Yourself Computer Science
- ossu/data-science: Path to a free self-taught education in Data Science!
- ossu/computer-science: Path to a free self-taught education in Computer Science!
Course
Introduction to Reinforcement Learning with David Silver (deepmind.com)
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Last modified March 6, 2023: update (7eba5da)