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: Python Machine Learning
(): Wei-Meng Lee
: Wiley
: 2019
: 307
: PDF
: 10
: English

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 heartit 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 sciencemanipulating 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.


Wei-Meng Lee - Python Machine Learning (2019)

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