How to Start Artificial Intelligence Journey — A Simple Guide

Source: Deep Learning on Medium

How to Start Artificial Intelligence Journey — A Simple Guide

The following presentation gives a General Overview and General Ideas on Artificial Intelligence and Machine Learning.

I recommend the following youtube video also provided by Edureka for AI and Machine Learning:

Deep Learning Tutorial by Jon Krohn

Artificial Intelligence, Machine Learning and Deep Learning are great subjects in themselves. I recommend the following lecture slides:


Machine Learning:

Deep Learning:

Further, many of the great books on AI/ML/DL are available online free or for purchase:

Machine Learning and Deep Learning:

1. Python Machine Learning by Sebastian Raschka

2. Hands-on machine learning with Scikit-Learn, Keras and Tensorflow by Aurélien Géron

3. Deep Learning with Python by Francois Chollet

4. Python Data Science Handbook by Jake VanderPlas

5. Dive into Deep Learning by Zachari Lipton et. al

6. Deep Learning by Yoshua Bengio et. al.

7. ISL — An Introduction to Statistical Learning by Gareth James

8. ELSS — Elements of Statistical Learning by Hastie et. al.

9. Foundations of Machine Learning by Mehryar Mohri

10. Machine Learning by Tom Mitchell

11. Online Book by Michael Nielson

12. Deep Learning Illustrated by Jon Krohn

13. Artificial Intelligence Engines by James V Stone

14. Generative Deep Learning by David Foster

15. Artificial Intelligence — A Modern Approach by Russel and Norvig

16. Artificial Intelligence: A New Synthesis by Nilsson

17. Neural Networks and Learning Machines by Simon Haykin

18 Hundred Page Machine Learning Book by Andriy Burkov

19. Reinforcement Learning: An Introduction by Sutton and Barto

In addition, there are hundreds of artificial intelligence, machine learning and deep learning courses available at sites like YouTube, edX, Coursera, Stanford Online, MIT Open Courseware, Linkedin Learning, Udacity, Udemy, NPTEL, University websites and others. It would not be wise to suggest any course just like that. If anyone would like a suggestion on these, feel free to send a message to the author.