Google has released a new open and free machine learning course. The course is built around Google's TensorFlow API, which is now one step closer to becoming an industry standard.

https://developers.google.com/machine-learning/crash-course/
#mooc #course #google #tensorflow

Microsoft’s AI course is now open and free

Microsoft Professional Program for Artificial Intelligence — previously being available only to employees is now available at edx.org for free. Program includes 10 courses from basic python programming to deep learning and reinforcement learning disciplines.

https://academy.microsoft.com/en-us/professional-program/tracks/artificial-intelligence/

#mooc #microsoft #course

Udacity has published a github repo for the Deep Reinforcement Learning Nanodegree program

Repo: https://github.com/udacity/deep-reinforcement-learning
Nanodegree: https://www.udacity.com/course/deep-reinforcement-learning-nanodegree--nd893

#dl #udacity #mooc #course #github #rl

27.23TB of research data in torrents! Includes dataset such as:
- Breast Cancer Cell Segmentation
- Liver Tumor Segmentation
- MRI Lesion Segmentation in Multiple Sclerosis
- Electron Microscopy, Hippocampus
- Digital Surface & Digital Terrain Model

And courses recordings, including:
- Introduction to Computer Science [CS50x] [Harvard] [2018]
- Artificial Intelligence(EDX)
- Richard Feynman's Lectures on Physics (The Messenger Lectures) (🔥)
- [Coursera] Machine Learning (Stanford University) (ml)
- [Coursera] Natural Language Processing (Stanford University) (nlp)
- [Coursera] Neural Networks for Machine Learning (University of Toronto) (neuralnets)

http://academictorrents.com/

#course #torrent #dataset

🎓 Free «Advanced Deep Learning and Reinforcement Learning» course.

#DeepMind researchers have released video recordings of lectures from «Advanced Deep Learning and Reinforcement Learning» a course on deep RL taught at #UCL earlier this year.

YouTube Playlist: https://www.youtube.com/playlist?list=PLqYmG7hTraZDNJre23vqCGIVpfZ_K2RZs

#course #video #RL #DL

🎓Amazon have released its Free Machine Learning #course.

Course consits of 30+ digital ML classes totaling 45+ hours, aiming for improving skills of different roles: from Data Platform Engineer to Business Decision Maker.

Link: https://aws.amazon.com/ru/training/learning-paths/machine-learning/

#Amazon #ML #MOOC

Deep learning for NLP crash course at ABBYY.

Github repo with scheduled plan for learning #DL #NLP online.

Link: https://github.com/DanAnastasyev/DeepNLP-Course

#educational #tutorial #course #beginner #novice #entrylevel

EE-559 – DEEP LEARNING (SPRING 2019)

Deep learning course covering the main deep learning tools and theoretical results, with examples in the #PyTorch framework.

Taught by François Fleuret from École Polytechnique Fédérale de Lausanne, Switzerland.

Link: https://fleuret.org/ee559/

#DL #course #learnhardgopro

🔥🎓New FastAI's free online course on NLP

It is called «A Code-First Introduction to Natural Language Processing». All code & videos are available for free online, make sure you save this link into bookmarks and at least review the content, because it provides opportunity not only to learn new skills, but to actually understand how NLP works.

Link: https://www.fast.ai/2019/07/08/fastai-nlp/

#NLP #NLU #DL #MOOC #FastAI #course

Overview of 10 Stanford's Data Science courses

A survivor’s guide to Artificial Intelligence courses at Stanford

Link: https://huyenchip.com/2018/03/30/guide-to-Artificial-Intelligence-Stanford.html

#Staford #MOOC #course #free #rating #learning

🎓 Reinforcement Learning Course from OpenAI

Reinforcement Learning becoming significant part of the data scientist toolbox.
OpenAI created and published one of the best courses in #RL. Algorithms implementation written in #Tensorflow.
But if you are more comfortable with #PyTorch, we have found #PyTorch implementation of this algs

OpenAI Course: https://spinningup.openai.com/en/latest/
Tensorflow Code: https://github.com/openai/spinningup
PyTorch Code: https://github.com/kashif/firedup

#MOOC #edu #course #OpenAI

Matus Telgarsky’s Deep Learning Theory course

Course syllabus, lecture handout materials from Illinois university.

Link: http://mjt.cs.illinois.edu/courses/dlt-f19/

#MOOC #DL #Theory #Course

​​Last day to apply for free Skoltech's Summer School of Machine Learning

Benefits of School:
+ top speakers from leading Data Science centers
+ new knowledge and advanced trends in statistical methods of machine learning.
+ free participation

How to apply:
Today is the LAST DAY to apply to school at the website

Link: https://smiles.skoltech.ru/school

#openedu #course #free #ml