Difference between revisions of "Courses & Certifications"
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* [http://www.youtube.com/watch?v=J7LqgglEfQw&list=PL9zFgBale5fug7z_YlD9M0x8gdZ7ziXen Introduction to AI | Well Academy ] | * [http://www.youtube.com/watch?v=J7LqgglEfQw&list=PL9zFgBale5fug7z_YlD9M0x8gdZ7ziXen Introduction to AI | Well Academy ] | ||
* [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] | ||
| + | |||
| + | ==== Google ==== | ||
| + | * [http://ai.google/education/ Learn with Google AI] | ||
| + | * [http://developers.google.com/machine-learning/crash-course/ Machine Learning Crash Course with TensorFlow APIs | Google] | ||
| + | * [http://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] | ||
| + | * [http://www.class-central.com/course/udacity-deep-learning-5681 Deep Learning | Google] | ||
| + | |||
| + | ==== Microsoft ==== | ||
| + | * [http://aischool.microsoft.com/learning-paths Microsoft AI School] | ||
| + | * [http://www.edx.org/course/introduction-to-artificial-intelligence-ai Play Video: Introduction to Artificial Intelligence (AI) | Microsoft] | ||
| + | |||
| + | ==== Amazon ==== | ||
| + | * [http://aws.amazon.com/training/ Amazon Training] | ||
| + | |||
| + | ==== NVIDIA ==== | ||
| + | * [http://www.nvidia.com/en-us/deep-learning-ai/education/ NVIDIA Deep Learning Institute (DLI)] | ||
| + | |||
| + | ==== Intel ==== | ||
| + | * [http://software.intel.com/en-us/ai-academy Intel AI Academy] | ||
| + | |||
| + | ==== IBM ==== | ||
| + | * [http://cognitiveclass.ai/courses/ IBM Cognitive Classes - use Watson services to make a chatbot] | ||
==== MIT ==== | ==== MIT ==== | ||
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* [http://www.udemy.com/scala-and-spark-for-big-data-and-machine-learning Scala and Spark for Big Data and Machine Learning | Jose Portilla] | * [http://www.udemy.com/scala-and-spark-for-big-data-and-machine-learning Scala and Spark for Big Data and Machine Learning | Jose Portilla] | ||
* [http://www.udemy.com/python-for-data-science-and-machine-learning-bootcamp Python for Data Science and Machine Learning Bootcamp | Jose Portilla] | * [http://www.udemy.com/python-for-data-science-and-machine-learning-bootcamp Python for Data Science and Machine Learning Bootcamp | Jose Portilla] | ||
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==== Other Courses ==== | ==== Other Courses ==== | ||
Revision as of 10:16, 26 August 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
- Machine Learning Crash Course with TensorFlow APIs | Google
- Learn TensorFlow and deep learning, without a Ph.D. | Google
- Deep Learning | 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
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
- Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization | Stanford
- Sequence Models | Stanford
- Convolutional Neural Networks | Stanford
- Structuring Machine Learning Projects | Stanford
- 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
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
- 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
