Free Online Course

Online Course Platform

• Coursera

• Edx

List of Free Online Course

• Resume Worded

• Class Central

  • Providers

• Free Udemy Courses

• Course List by Abakcus

• Course List by Brilliant

• Course List by Tombasche

Hacking Satellite Course

• Crash Course for Hacking Satellite

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

• Mike Dane

• Learn 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

• Welcome to STAT 510! - STAT 510

Machine Learning Course

• DeepCourse License: Apache

Linear Algebra

• MATH 42201/52201

• Linear Algebra 2019 Fall

Electrical Circuit Course Notes

• Circuit 2014 Fall

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

• microsoft/IoT-For-Beginners: 12 Weeks, 24 Lessons, IoT for All! License: MIT

Course

• Introduction to Deep Learning

Machine Learning

• Machine Learning Crash Course - Google Developers

• MLOps Course - Made With ML License MIT

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

• MIT 6.874/6.802/20.390/20.490/HST.506: Computational Systems Biology: Deep Learning in the Life Sciences - Spring 2021 - YouTube

Programming Course

• CMU CS Academy

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

  • Canvas LMS

  • Vojta Molda / berkeley-cs189-introduction-to-ml · GitLab

  • CS 189

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

• NeuromatchAcademy/course-content: Summer course content for Neuromatch Academy

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

• Transformer models - Hugging Face Course

Course

• CS 329S - Machine Learning Systems Design

• CS230 Deep Learning

Course

• Lesson Directory - Programming Historian Digital Tools for Humanity, License: CC-BY

Course

• Applied Compositional Thinking for Engineers–Applied Compositional Thinking for Engineers

Distributed Systems

• Distributed Systems Course

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

  • Computer Science Currriculum in 1000 Videos (no Ads)

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

• CSC321 Intro to Neural Networks and Machine Learning Winter 2018, also:

  • CSC311 Fall 2020

  • CSC2515 Fall 2019

  • CSC421/2516 Winter 2019

Computer Science

• Developer-Y/cs-video-courses: List of Computer Science courses with video lectures.

Full Stack Deep Learning

• Full Stack Deep Learning - 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)

• Natural Language Processing (NLP) for Semantic Search - Pinecone