Description
Machine Learning and Machine Intelligence is a complete book to read and perform practical in computer labs. Just reading theory cannot make you perform the practical(s). The present book is the composition of both, for the convenience of the students. Many of the Degrees or Diplomas or Certification Programs are being conducted in Machine Learning and Machine Intelligence fields, but it has become difficult for software companies to separate chaff from the grain. This book is an excellent guide for aspiring Data Science professionals and a valuable resource bank to perform experiments in AIDS and AIML branches.
| SALIANT FEATURES |
- Includes numerous illustrative examples to understand and perform the practical easily.
- Demonstrates every experiment in a systematic and good programming style.
- Students of all branches—B.E./B. Tech. in CSE/IT/ECE, B. Tech. in AIML branch, B. Tech. in AIDS branches as well as B. Tech. in CS(DS) and CS(ML) branches will be benefitted from this art.
Table of Contents
Chapter 1: Introduction to Machine Learning and Deep Learning.
Chapter 2: Types of Learning.
Chapter 3: Classification Families.
Chapter 4: Learning Algorithms.
Chapter 5: Unsupervised Learning and their Algorithms.
Chapter 6: Reinforcement Learning and Control.
Chapter 7: IOT and Machine Learning.
Chapter 8: Project-1: Object Detection and Smudging Using Gradient Descent.
Chapter 9: Project-2: Spam Filtering based on Text Classification Using Machine Learning Algorithms.
Appendices-A: Glossary.
Some Important Question for Revision
Index
Author
Dr. Rajiv Chopra has a Doctorate in Computer Science from Banasthali Vidyapith University. The author is M. Tech. in Information Technology from GGSIPU, Delhi. He did BE (CSE) from SDM College of Engg. and Technology, Dharwad and MIT from MAHE. He is working as an Associate Professor in CSE Department at Guru Tegh Bahadur Institute of Information Technology, GGSIPU Delhi. As an educator he has contributed to 21 research publications in Refereed, cited International Conferences and International Journals and attended 21 conferences, workshops, FDPs and seminars. He is a prolific author with 26 Text and Reference books to his credit, for B. Tech. (CSE/IT), M. Tech. (CSE/IT), BCA, MCA and other courses of different Universities of India.
DR. RAJIV CHOPRA (verified owner) –
Gist of machine learning.