Python Machine Learning

Wei-Meng Lee

ISBN 10: 1119545633 / ISBN 13: 9781119545637

Published by John Wiley and Sons Inc, US, 2019

About this Item

Python makes machine learning easy for beginners and experienced developers With computing power increasing exponentially and costs decreasing at the same time, there is no better time to learn machine learning using Python. Machine learning tasks that once required enormous processing power are now possible on desktop machines. However, machine learning is not for the faint of heart-it requires a good foundation in statistics, as well as programming knowledge. Python Machine Learning will help coders of all levels master one of the most in-demand programming skillsets in use today. Readers will get started by following fundamental topics such as an introduction to Machine Learning and Data Science. For each learning algorithm, readers will use a real-life scenario to show how Python is used to solve the problem at hand. Python data science-manipulating data and data visualizationData cleansingUnderstanding Machine learning algorithmsSupervised learning algorithmsUnsupervised learning algorithmsDeploying machine learning models Python Machine Learning is essential reading for students, developers, or anyone with a keen interest in taking their coding skills to the next level.

Seller Inventory # LU-9781119545637

Bibliographic Details

• Title: Python Machine Learning
• Publisher: John Wiley and Sons Inc, US
• Publication Date: 2019
• Language: English
• ISBN 10: 1119545633
• ISBN 13: 9781119545637
• Binding: Paperback
• Condition: New
• Weight: 426 grams

About this title

Synopsis

Python makes machine learning easy for beginners and experienced developers

With computing power increasing exponentially and costs decreasing at the same time, there is no better time to learn machine learning using Python. Machine learning tasks that once required enormous processing power are now possible on desktop machines. However, machine learning is not for the faint of heart―it requires a good foundation in statistics, as well as programming knowledge. Python Machine Learning will help coders of all levels master one of the most in-demand programming skillsets in use today.

Readers will get started by following fundamental topics such as an introduction to Machine Learning and Data Science. For each learning algorithm, readers will use a real-life scenario to show how Python is used to solve the problem at hand.

• Python data science―manipulating data and data visualization
• Data cleansing
• Understanding Machine learning algorithms
• Supervised learning algorithms
• Unsupervised learning algorithms
• Deploying machine learning models

Python Machine Learning is essential reading for students, developers, or anyone with a keen interest in taking their coding skills to the next level.

About the Author

Wei-Meng Lee is a technologist and founder of Developer Learning Solutions (http://www.learn2develop.net), a technology company specializing in hands-on training on the latest mobile technologies. Wei-Meng has many years of training experiences and his training courses place special emphasis on the learning-by-doing approach. His hands-on approach to learning programming makes understanding the subject much easier than reading books, tutorials, and documentations. His name regularly appears in online and print publications such as DevX.com, MobiForge.com, and CoDe Magazine.