Difference between revisions of "Courses & Certifications"
(→Other Courses) |
(→Other Courses) |
||
| Line 10: | Line 10: | ||
* [https://www.coursera.org/specializations/deep-learning Deep Learning Specialization | Andrew Ng] | * [https://www.coursera.org/specializations/deep-learning Deep Learning Specialization | Andrew Ng] | ||
* [https://app.pluralsight.com/player?course=deep-learning-big-picture&author=matthew-renze&name=7a060aae-dc11-4d72-b726-8138fb222fa7&clip=3&mode=live Deep Learning: The Big Picture | Matthew Renze] | * [https://app.pluralsight.com/player?course=deep-learning-big-picture&author=matthew-renze&name=7a060aae-dc11-4d72-b726-8138fb222fa7&clip=3&mode=live Deep Learning: The Big Picture | Matthew Renze] | ||
| + | |||
| + | * [https://cognitiveclass.ai/courses/ IBM Cognitive Classes - use Watson services to make a chatbot] | ||
* [https://www.class-central.com/course/kadenze-creative-applications-of-deep-learning-with-tensorflow-6679 Creative Applications of Deep Learning with TensorFlow | Kadenze] | * [https://www.class-central.com/course/kadenze-creative-applications-of-deep-learning-with-tensorflow-6679 Creative Applications of Deep Learning with TensorFlow | Kadenze] | ||
* [https://www.class-central.com/course/coursera-improving-deep-neural-networks-hyperparameter-tuning-regularization-and-optimization-9054 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization | Stanford] | * [https://www.class-central.com/course/coursera-improving-deep-neural-networks-hyperparameter-tuning-regularization-and-optimization-9054 Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization | Stanford] | ||
| Line 35: | Line 37: | ||
* [https://www.class-central.com/course/learn-tensorflow-and-deep-learning-without-a-ph-d-8480 Learn TensorFlow and deep learning, without a Ph.D. | Google] | * [https://www.class-central.com/course/learn-tensorflow-and-deep-learning-without-a-ph-d-8480 Learn TensorFlow and deep learning, without a Ph.D. | Google] | ||
* [https://www.class-central.com/course/udacity-deep-learning-5681 Deep Learning | Google] | * [https://www.class-central.com/course/udacity-deep-learning-5681 Deep Learning | Google] | ||
| + | * [https://cognitiveclass.ai/courses/introduction-deep-learning/ Deep Learning Fundamentals | Cognitive Class] | ||
| + | * [https://cognitiveclass.ai/courses/deep-learning-tensorflow/ Deep Learning with TensorFlow | Cognitive Class] | ||
* [http://info.usherbrooke.ca/hlarochelle/neural_networks/description.html Online Course on Neural Networks | Université de Sherbrooke - Hugo Larochelle] | * [http://info.usherbrooke.ca/hlarochelle/neural_networks/description.html Online Course on Neural Networks | Université de Sherbrooke - Hugo Larochelle] | ||
* [https://www.cs.ox.ac.uk/teaching/courses/2014-2015/ml/index.html Machine Learning: 2014-2015 | Oxford - Nando de Freitas] | * [https://www.cs.ox.ac.uk/teaching/courses/2014-2015/ml/index.html Machine Learning: 2014-2015 | Oxford - Nando de Freitas] | ||
* [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] | ||
Revision as of 22:25, 3 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
