Mastering Machine Learning with R – Third Edition will teach you advanced techniques in ML ,using? the latest code in R 3.5. You will delve into various complex features of supervised learning, unsupervised learning, and reinforcement learning algorithms to design efficient and powerful ML models. (Limited-time offer)
Table of Contents
- Preparing and Understanding Data
- Linear Regression
- Logistic Regression
- Advanced Feature Selection in Linear Models
- K-Nearest Neighbors and Support Vector Machines
- Tree-Based Classification
- Neural Networks and Deep Learning
- Creating Ensembles and Multiclass Methods
- Cluster Analysis
- Principal Component Analysis
- Association Analysis
- Time Series and Causality
- Text Mining
- Creating a Package
Download Free PDF / Read Online
Author(s): Cory Lesmeister
Publisher: Packt Publishing
Published: January 2019
Format(s): Online
File size: –
Number of pages: 354
Download / View Link(s): This offer has ended.
Free as of 04/20/2023.
Publisher: Packt Publishing
Published: January 2019
Format(s): Online
File size: –
Number of pages: 354
Download / View Link(s): This offer has ended.
Free as of 04/20/2023.