This book will teach you everything you need to know to build and deploy machine learning models in the real world. We will cover the basics of machine learning, from data preparation to model evaluation. We will also discuss the practical challenges of building and deploying machine learning models, such as data collection, feature engineering, and model selection.
By the end of this book, you will be able to:
Understand the basics of machine learning
Build machine learning models from scratch
Evaluate the performance of your machine learning models
Deploy your machine learning models to production
This book is for anyone who wants to learn how to build and deploy machine learning models in the real world. Whether you are a student, a data scientist, or a business leader, this book will give you the skills you need to make machine learning work for you.
Here are some of the topics that will be covered in the book:
The different types of machine learning algorithms
Data preparation for machine learning
Feature engineering for machine learning
Model selection for machine learning
Model evaluation for machine learning
Deploying machine learning models to production
The book will also include case studies from real-world companies that have used machine learning to solve their business problems.If you are interested in learning more about machine learning and how to build and deploy machine learning models in the real world, then this book is for you.
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Dr L Sharmila, Dr.M.Nafees Muneera, Mrs.G.Umadevi, Mrs.R.Aishwarya
Dr.L.Sharmila working as a Professor and Head in the Department of Computer
Science & Engineering at Agni College of Technology, Chennai, India. She
received her M.E., and Ph.D degrees in Computer Science and Engineering from Anna University and Sathyabama Institute of Science and Technology. She has secured distinction in both B.E., and M.E. She is an Anna University Rank Holder in PG degree. She has 16 years of Teaching Experience with 6 years of research experience. She is a reviewer for many SCI Indexed Journals like Ambient Intelligence and Humanized Computing (Springer), Journal of Supercomputing, Computer Communications (Elsevier), Microprocessor and Microsystems, Wiley and so on.
Dr.M.Nafees Muneera, currently working as Assistant Professor in the
Department of Computer Science and Engineering at Sathyabama Institute Of
Science Technnology. She has more than 7 years of teaching experience. She
received her Ph.D in Computer Science and Engineering from Saveetha Institute Of Medical and Technical Sciences and M.E in Computer Science and
Engineering from Anna University, Chennai. Her research interests include Data
Mining, Artificial Intelligence and Machine Learning.
Mrs.G.Umadevi working as an Assistant Professor in the Department of
Computer Science and Engineering, Agni College of Technology. She has 1 year of teaching experience. She received her B.Tech degree in Information
Technology with first class in Anna University and M.Tech degree in Information
Technology with distinction from AVIT Vinayaka Missions University. She has
published many research papers in refereed international journals and research
papers in the proceedings of various international conferences.
Mrs.R.Aishwarya, working as a software consultant. She received her B.Tech
degree in Information Technology from Ranipettai Engineering College, Anna
University and M.Tech degree in Computer Science and Engineering from VIT
University. She has secured first class in both B.Tech and M.Tech degrees.
