Python machine learning

• Main Author: Lee, Wei-Meng (Author)
• Format: Electronic eBook
• Language: English
• Published: Indianapolis, IN : Wiley, [2019]
• Subjects: Python (Computer program language); Machine learning.; elektronické knihy; electronic books
• ISBN: 9781119545675; 1119545676; 9781119545699; 1119545692; 9781119557500; 111955750X; 1119545633; 9781119545637; 1523128453; 9781523128457
• Physical Description: 1 online resource (xxiv, 296 pages)

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...

Table of Contents:

• 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.