In this appendix, I provide references to books, papers, and online articles that cover many topics in detail that I have mentioned in the book. I list the references by each chapter and include references that are mostly free and include code samples that you can readily use. Thanks to the absolutely amazing Deep Learning community, there are many such resources readily available to you. As long as you understand the basic concepts around ML and DL, you should be able to follow these references and the code.
Chapter 1: Big Data and Artificial Intelligence
- Dr. Andrew Ng from Stanford is one of the foremost researchers in Machine Learning and AI. I highly recommend his videos and news items that define the state of AI.
- General Electric has been leading the Big Data revolution in the industrial space with the rise of the industrial Internet. Here is an excellent whitepaper on the prospect of industrial IoT from GE.
- The industrial IoT revolution is known as Industry 4.0 especially in Europe. Here is a nice article by Bernard Marr explaining this.
- This is a nice article showing how Amazon transformed itself around Artificial Intelligence. It includes a great example of driving ...