## Overview

Build a strong foundation in data analytics and coding with Python with the Applied Statistics for Data Analytics with Python zyBook.

Specifically, you will learn more about the concepts needed to understand and utilise data techniques. This includes descriptive statistics, probability, and inferential statistics.

## Research Proven Excellence

#### Preferred Choice

80% of surveyed students preferred zyBooks over regular textbooks.

#### Better Learning

Studies show that students learn 118% more with the minimal text model in only one lesson.

#### Proven Results

On average, zyBook users improved grades up to ⅔ and read 74% more than users of regular textbooks.

## What is a zyBook?

In short, zyBooks are interactive, digital textbooks.

By incorporating available technology, zyBooks make learning fun, interactive and engaging – all while drastically reducing the time spent on learning theoretical concepts.

## Course Details

The Applied Statistics for Data Analytics with Python zyBook covers data analytics concepts with minimal text, maximum interactivity.

### Module 1: Data Visualisation

1.1 What is data?

### Module 2: Descriptive Statistics

2.1 Survey sampling

### Module 3: Probability and Counting

3.1 Introduction to probability

### Module 4: Probability Distributions

4.1 Introduction to random variables

### Module 7: Time Series

7.1 What is a time series?

### Module 6: Linear Regression

6.1 Introduction to simple linear regression (SLR)

### Module 5: Inferential Statistics

5.1 Confidence intervals

### Module 11: Appendix

### Module 10: Ethics

10.1 Misleading statistics

### Module 9: Data Mining

9.1 What is data mining?

### Module 8: Monte Carlo Methods

8.1 What is a Monte Carlo simulation?

## Pricing

Each purchase comes with...

Highly effective reading materials

Interactive figures & tables

Practice questions

1 year access

## What Our Students Say

“I really enjoyed zyBooks for use in my Python class. It has surely aided my success in class and helped me build some confidence in my first year at university.”

Isaac C.

Cal State University, Long Beach

## Recommended Combinations

The Applied Statistics for Data Analytics with Python zyBook will pair well with the following:

Fundamental Programming Concepts

Master essential programming concepts in a language-neutral manner.

## Frequently Asked Questions

### Module 1: Data Visualisation

1.1 What is data?

### Module 2: Descriptive Statistics

2.1 Survey sampling

### Module 3: Probability and Counting

3.1 Introduction to probability

### Module 4: Probability Distributions

4.1 Introduction to random variables

### Module 7: Time Series

7.1 What is a time series?

### Module 6: Linear Regression

6.1 Introduction to simple linear regression (SLR)

### Module 5: Inferential Statistics

5.1 Confidence intervals

### Module 11: Appendix

### Module 10: Ethics

10.1 Misleading statistics

### Module 9: Data Mining

9.1 What is data mining?

### Module 8: Monte Carlo Methods

8.1 What is a Monte Carlo simulation?