عنوان

Python machine learning /

1119545633

1119545676

1119545692

111955750X

9781119545637

9781119545675

9781119545699

9781119557500

1119545633

9781119545637

Python machine learning /

[Book]

Wei-Meng Lee.

Indianapolis, IN :

Wiley,

[2019]

1 online resource (xxiv, 296 pages)

Includes index.

Introduction to machine learning -- Extending Python using NumPy -- Manipulating tabular data using Pandas -- Data visualization using matplotlib -- Getting started with Scikit-learn for Machine Learning -- Supervised learning : linear regression -- Supervised learning : classification using logistic regression -- Supervised learning : classification using support vector machines -- Supervised learning : classification using K-Nearest Neighbors (KNN) -- Unsupervised learning : clustering using K-Means -- Using Azure Machine Learning Studio -- Deploying machine learning models.

0

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.

Wiley

9781119545675

Python machine learning.

9781119545637

Machine learning.

Python (Computer program language)

COMPUTERS-- Programming Languages-- Python.

Machine learning.

Python (Computer program language)

COM-- 051360

Lee, Wei-Meng

20200822154704.0

pn

[Book]

Y