April 2018
Beginner to intermediate
566 pages
12h 17m
English
Basic to intermediate knowledge of mathematics, probability, statistics, and calculus is required.
Basic to intermediate knowledge of Machine Learning (ML) algorithms is also required.
Decent knowledge of Python is required.
While reading the chapter, please run the code so that you can understand the flow of the application. All the codes are available on GitHub. The link is: https://github.com/jalajthanaki/Awesome_Machine_Learning_Solutions.
Links of code are specified in the chapters. Installation instructions for each application are also available on GitHub.
You need minimum 8 GB of RAM to run the applications smoothly. If you can run code on GPU, then it would great; otherwise you can use pre-trained models. You ...