Table of Contents
Preface
Part 1 – An Introduction to Machine Learning Functions
Chapter 1: Understanding Data Segmentation
Segmenting data concepts
Grouping data in segments of two and three variables
Summary
Questions
Answers
Further reading
Chapter 2: Applying Linear Regression
Understanding the influence of variables in linear regression
Projecting values from predictor variables
Summary
Questions
Answers
Further reading
Chapter 3: What is Time Series?
Technical requirements
Understanding time series data
Designing the time series data model
Analyzing the air passenger 10-year data chart
Conducting a Durbin-Watson test on our 10-year data
Computing the centered moving average of each period lag of the data
Analyzing the seasonal irregularity ...
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