Learning From Data: A Short Course
A Artificial Intelligence, Computer Science, Science book. This is one of the greatest machine learning books available in...
Machine learning allows computational systems to adaptively improve their performance with experience accumulated from the observed data. Its techniques are widely applied in engineering, science, finance, and commerce. This book is designed for a short course on machine learning. It is a short course, not a hurried course. From over a decade of teaching this material, we have distilled what we believe to be the core topics that every student of the subject should know. We chose the title `learning from data' that faithfully describes what the subject is about, and made it a point to cover the topics in a story-like fashion. Our hope...
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- Filetype: PDF
- Pages: 213 pages
- ISBN: 9781600490064 / 0
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More About Learning From Data: A Short Course
If you are looking for a practical handbook that contains algorithms and code that you can plug into a data set, this is not the book for you. The focus of the book is real understanding of machine learning concepts. You will know why and how things are done in a particular way. You will learn to derive algorithms and equations on your... This is one of the greatest machine learning books available in the market. Prof Yaser and the co-authers have done a very good job in conveying the fundamentals of the subject so that you can easily catch up the complex topics from there on. The video lecture series available on his site can add value to the reading, and his way of... This review has been hidden because it contains spoilers. To view it, click here. ok
