Название: Machine Learning Simplified: A Beginners' Guide To Revolution Автор: Rachin Kalakheti
Издательство: Amazon.com Services LLC
Год: 2020
Язык: английский
Формат: epub
Размер: 10.1 MB
Learn Machine Learning in a simple way.
Are you uncomfortable with the puzzling Mathematics used in Machine Learning algorithms? Do you want to learn the algorithms in an easy way? Do you apply the ML algorithms as soon as possible and see it in action? If your answer is Yes to any of these questions, then this book is absolutely for You. Few years back, I started to learn Machine Learning in the traditional way. First, I went through the Mathematics, and then I understood the algorithms mathematically. After that, understood the application of each algorithm. Finally, I went to the code. This is a good approach. No doubt.
But then I thought why can’t we do this the other way around? It would be easier for starters to keep them motivated and interested. Why is very little people supporting this? So, I came up with this approach and wrote a book on this. But if you are here to learn about the advanced Mathematics or want to write a research paper right after finishing this book, then you are going to be disappointed. It is a Machine Learning book for beginners to help them get started.
We will learn different exciting topics like:
Linear Regression
Neural Networks
Natural Language Processing
Convolutional Neural Networks
Recurrent Neural Networks
And many more
And right after learning each topic, we will do some amazing projects like:
Stock Price Prediction
Sentiment Analysis
Hand Written Digits Classifier
Dogs Breed Classifier
And many more
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