 Название: Machine Learning for Beginners: Easy Guide Book
Автор: Jerry N.P.
Издательство: Amazon Digital Services LLC
Год: 2017
Страниц: 53
Язык: английский
Формат: epub, rtf, pdf (conv)
Размер: 10.1 MB
This book is a discussion about Machine Learning (ML). It is the best book for those with little or no knowledge about Machine Learning. The book begins by helping you understand what Machine Learning is. You will also learn the areas in which machine learning is applicable. In machine learning, training is very essential, as it is what helps the machine learning algorithms to learn and show an improvement next time from their experience. This book discusses the various machine learning algorithms.
It also examines the perceptron, which is very essential in machine learning. This tries to operate in the same way that the human brain operates. Logistic regression is also explored in detail. You will also learn how to use Support Vector Machines (SVMs). Neural networks are becoming very key in machine learning nowadays. This book helps you understand how to employ the concept of neural networks in machine learning. You will also learn more about the backpropagation algorithm and how it helps the machine learning systems to learn and show an improvement based on experience.
Python is a powerful programming language and good for implementation of a machine learning system. This book guides you on how to create a machine learning system in Python. This book further helps you learn how to use clustering in Machine Learning.
Computers can be used for creation of systems which act like human beings. This is achieved by use of the concept of machine learning. Computers are able to perceive the environment and respond to the stimuli accordingly. In machine learning, you can take advantage of this to create a system which acts like a human. A good example is a self-driven car. Such a car will be able to sense objects and move away from them to avoid collisions. Machine learning can also be applied in business. An example of this is in the association of items which are purchased together. This shows machine learning can help businesses grow. This book explores machine learning in detail.
The following topics are discussed in this book:
- What is Machine Learning?
- Machine Learning Algorithms
- Perceptrons, Logistic Regression, and SVMs
- Neural Networks for Machine Learning
- Machine Learning in Python
- Clustering
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Machine Learning for Beginners: Easy Guide Book 
