Description
BPB Publications A Practical Approach For Machine Learning And Deep Learning Algorithms by Abhishek Kumar Pandey Pramod Singh Rathore Dr. S Balamurugan
This book will be ideal for working professionals who want to learn machine learning from scratch. The first br> chapter will be an introductory br> chapter to make readers comfortable with the idea of machine learning and the required mathematical principles. There will be a balanced combination of underlying mathematical principles concerning to any machine learning topic and its implementation using Python. Most of the implementations will be based on 'scikit-learn' but other Python libraries like 'gensim' or 'pytorch' will also be used for some topics like text analytics or deep learning. The book will be divided into chapters based on primary machine learning topics like classification regression clustering deep learning text mining etc.