Packt Publishing is giving away Statistics for Machine Learning for free. Learn about the statistics behind powerful predictive models with p-value, ANOVA, and F- statistics. Implement statistical computations programmatically for supervised and unsupervised learning through K-means clustering. (Limited-time offer)
Table of Contents
- Journey from Statistics to Machine Learning
- Parallelism of Statistics and Machine Learning
- Logistic Regression Versus Random Forest
- Tree-Based Machine Learning Models
- K-Nearest Neighbors and Naive Bayes
- Support Vector Machines and Neural Networks
- Recommendation Engines
- Unsupervised Learning
- Reinforcement Learning
Download Free PDF / Read Online
Author(s): Pratap Dangeti
Publisher: Packt Publishing
Published: July 2017
Format(s): Online
File size: 15.67 MB
Number of pages: 438
Download / View Link(s): This offer has ended.
Free as of11/13/2018 04/03/2019 10/27/2021
Publisher: Packt Publishing
Published: July 2017
Format(s): Online
File size: 15.67 MB
Number of pages: 438
Download / View Link(s): This offer has ended.
Free as of