Difference between revisions of "Courses & Certifications"
(→Pluralsight) |
|||
| Line 59: | Line 59: | ||
==== Pluralsight ==== | ==== Pluralsight ==== | ||
* [http://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] | * [http://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] | ||
| + | * [http://app.pluralsight.com/library/courses/python-natural-language-processing/table-of-contents Getting Started with Natural Language Processing with Python | Swetha Kolalapudi] | ||
| + | * [http://app.pluralsight.com/player?course=keras-deep-learning&author=jerry-kurata&name=3ddb460c-63d7-42fa-98fd-262e816f379f&clip=2&mode=live Deep Learning with Keras | Jerry Kkurata] | ||
| + | * [http://app.pluralsight.com/library/courses/tensorflow-building-classification-models/table-of-contents Building Classification Models with TensorFlow | Janani Ravi] | ||
| + | * [http://app.pluralsight.com/library/courses/play-by-play-machine-learning-exposed/table-of-contents Play by Play: Machine Learning Exposed | Katharine Beaumont and James Weaver] | ||
| + | * [http://app.pluralsight.com/library/courses/tensorflow-building-regression-models/table-of-contents Building Regression Models Using TensorFlow | Vitthal Srinivasan] | ||
| + | * [http://app.pluralsight.com/library/courses/tensorflow-sentiment-analysis-recurrent-neural-networks/table-of-contents Sentiment Analysis with Recurrent Neural Networks in TensorFlow | Janani Ravi] | ||
| + | * [http://app.pluralsight.com/library/courses/azure-machine-learning-getting-started/table-of-contents Getting Started with Azure Machine Learning | Jerry Kurata] | ||
| + | * [http://app.pluralsight.com/library/courses/understanding-machine-learning/table-of-contents Understanding Machine Learning | David Chappell] | ||
| + | * [http://app.pluralsight.com/library/courses/microsoft-cognitive-services-machine-learning/table-of-contents Machine Learning and Microsoft Cognitive Services | Janani Ravi] | ||
==== Udemy ==== | ==== Udemy ==== | ||
Revision as of 22:34, 25 September 2018
Contents
YouTube Courses
- Application of Deep Neural Networks | Washington University in St. Louis
- Introduction to AI | Well Academy
- Introduction to Artificial Intelligence | Edureka
- Learn with Google AI
- Learn TensorFlow and Deep Learning, without a Ph.D. | Google
- Deep Learning | Google
- Machine Learning Crash Course with TensorFlow APIs | Google
Microsoft
Amazon
NVIDIA
Intel
IBM
MIT
- Introduction to Deep Learning | MIT
- Artificial Intelligence | MIT
- Deep Learning for Self-Driving Cars | MIT
Stanford
- Natural Language Processing with Deep Learning | Stanford
- Convolutional Neural Networks for Visual Recognition | Stanford
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization | Stanford
- Sequence Models | Stanford
- Convolutional Neural Networks | Stanford
- Structuring Machine Learning Projects | Stanford
Coursera
- Deep Learning Specialization | Andrew Ng
- Machine Learning | Stanford
- Machine Learning Specialization | University of Washington
Class-Central
- Natural Language Processing | Higher School of Economics
- Introduction to Deep Learning | Higher School of Economics
- Introduction to Reinforcement Learning | Higher School of Economics
- Machine Learning | Georgia Institute of Technology
- 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
Pluralsight
- Deep Learning: The Big Picture | Matthew Renze
- Getting Started with Natural Language Processing with Python | Swetha Kolalapudi
- Deep Learning with Keras | Jerry Kkurata
- Building Classification Models with TensorFlow | Janani Ravi
- Play by Play: Machine Learning Exposed | Katharine Beaumont and James Weaver
- Building Regression Models Using TensorFlow | Vitthal Srinivasan
- Sentiment Analysis with Recurrent Neural Networks in TensorFlow | Janani Ravi
- Getting Started with Azure Machine Learning | Jerry Kurata
- Understanding Machine Learning | David Chappell
- Machine Learning and Microsoft Cognitive Services | Janani Ravi
Udemy
- Deep Learning A-Z™: Hands-On Artificial Neural Networks | Kirill Eremenko, Hadelin de Ponteves
- Machine Learning A-Z™: Hands-On Python & R In Data Science | Kirill Eremenko, Hadelin de Ponteves
- Data Science, Deep Learning, & Machine Learning with Python | Frank Kane
- Complete Guide to TensorFlow for Deep Learning with Python | Jose Portilla
- Data Science and Machine Learning Bootcamp with R | Jose Portilla
- Scala and Spark for Big Data and Machine Learning | Jose Portilla
- Python for Data Science and Machine Learning Bootcamp | Jose Portilla
Other Courses
- School of AI | Siraj Raval
- Deep Learning for Natural Language Processing | Oxford - Phil Blunsom
- Kaggle Hands-On Data Science Education
- Creative Applications of Deep Learning with TensorFlow | Kadenze
- Deep Learning with TensorFlow | Cognitive Class
- Deep Learning Fundamentals | Cognitive Class
- Artificial Intelligence (AI) | Columbia University
- CS188 Intro to AI | UC Berkeley
- Intro to Artificial Intelligence | Udacity
- MOOC Training Course | PM.org
- Online Course on Neural Networks | Université de Sherbrooke - Hugo Larochelle
- 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
- Machine Learning: 2014-2015 | Oxford - Nando de Freitas
