Difference between revisions of "Courses & Certifications"
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| − | == YouTube Courses == | + | === YouTube Courses === |
* [https://www.youtube.com/watch?v=sRy26qWejOI&list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN Application of Deep Neural Networks | Washington University in St. Louis] | * [https://www.youtube.com/watch?v=sRy26qWejOI&list=PLjy4p-07OYzulelvJ5KVaT2pDlxivl_BN Application of Deep Neural Networks | Washington University in St. Louis] | ||
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* [http://www.youtube.com/watch?v=4jmsHaJ7xEA&list=PL9ooVrP1hQOGHNaCT7_fwe9AabjZI1RjI Introduction to Artificial Intelligence | Edureka] | * [http://www.youtube.com/watch?v=4jmsHaJ7xEA&list=PL9ooVrP1hQOGHNaCT7_fwe9AabjZI1RjI Introduction to Artificial Intelligence | Edureka] | ||
| − | == Other Courses == | + | === Other Courses === |
* [https://www.nvidia.com/en-us/deep-learning-ai/education/ NVIDIA] | * [https://www.nvidia.com/en-us/deep-learning-ai/education/ NVIDIA] | ||
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* [https://sites.google.com/site/deeplearningsummerschool/home Deep Learning Summer School 2015 | Yoshua Bengio, Roland Memisevic, Yann LeCun] | * [https://sites.google.com/site/deeplearningsummerschool/home Deep Learning Summer School 2015 | Yoshua Bengio, Roland Memisevic, Yann LeCun] | ||
* [https://www.class-central.com/course/coursera-neural-networks-for-machine-learning-398 Neural Networks for Machine Learning 2013 | University of Toronto - Geoffrey Hinton the godfather of deep learning] | * [https://www.class-central.com/course/coursera-neural-networks-for-machine-learning-398 Neural Networks for Machine Learning 2013 | University of Toronto - Geoffrey Hinton the godfather of deep learning] | ||
| + | |||
| + | === Books === | ||
| + | |||
| + | * [http://www.kdnuggets.com/2018/04/top-free-books-deep-learning.html Deep Learning] | ||
| + | * [http://www.kdnuggets.com/2017/04/10-free-must-read-books-machine-learning-data-science.html Machine Learning and Data Science] | ||
| + | * [http://www.kdnuggets.com/2018/04/7-books-mathematical-foundations-data-science.html Grasp Mathematical Foundations on Machine Learning and Data Science] | ||
Revision as of 10:43, 12 May 2018
YouTube Courses
- Application of Deep Neural Networks | Washington University in St. Louis
- Introduction to AI | Well Academy
- Introduction to Artificial Intelligence | Edureka
Other Courses
- IBM Cognitive Classes - use Watson services to make a chatbot
- Creative Applications of Deep Learning with TensorFlow | Kadenze
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization | Stanford
- Structuring Machine Learning Projects | Stanford
- Sequence Models | Stanford
- [hhttp://web.stanford.edu/class/cs224n/ Natural Language Processing with Deep Learning | Stanford]
- Convolutional Neural Networks | Stanford
- Convolutional Neural Networks for Visual Recognition | Stanford
- Play Video: Introduction to Artificial Intelligence (AI) | Microsoft
- Artificial Intelligence (AI) | Columbia University
- Introduction to Deep Learning | MIT
- Artificial Intelligence | MIT
- Deep Learning for Self-Driving Cars | MIT
- CS188 Intro to AI | UC Berkeley
- Deep Learning for Natural Language Processing | Oxford - Phil Blunsom
- Intro to Artificial Intelligence | Udacity
- MOOC Training Course | PM.org
- Machine Learning | Georgia Institute of Technology
- Introduction to Deep Learning | Higher School of Economics
- Introduction to Reinforcement Learning | Higher School of Economics
- Natural Language Processing | Higher School of Economics
- Deep Learning in Computer Vision | Higher School of Economics
- Deep Learning for Business | Yonsei University
- Cutting Edge Deep Learning For Coders | fast.ai and University of San Francisco
- Learn TensorFlow and deep learning, without a Ph.D. | Google
- Deep Learning | Google
- Deep Learning Fundamentals | Cognitive Class
- Deep Learning with TensorFlow | Cognitive Class
- Online Course on Neural Networks | Université de Sherbrooke - Hugo Larochelle
- Machine Learning: 2014-2015 | Oxford - Nando de Freitas
- Deep Learning Summer School 2015 | Yoshua Bengio, Roland Memisevic, Yann LeCun
- Neural Networks for Machine Learning 2013 | University of Toronto - Geoffrey Hinton the godfather of deep learning
