PRACTICAL STATISTICS FOR DATA SCIENCE

Discover the world of data analysis from a practical perspective! This book is the key to understanding and using statistics in data science. Ideal for analysts, programmers, and anyone who wants to deepen their knowledge in this field. Gain practical skills and become an expert in data science!

• 50 key issues in R and Python languages
• Practical examples of applying statistical methods
• Explanation of how to use and how not to use statistical methods
• Accessible language for people unfamiliar with statistics
• Exploratory analysis in the initial data examination
• Regression in estimating results and detecting anomalies
• Statistical machine learning

"Practical Statistics in Data Science" is the second edition of a popular textbook that has been supplemented with extensive examples in Python. The book focuses on those statistical issues that play an important role in data science, explaining which concepts are important and useful from this perspective, and which are less important and why. As a result, the reader receives comprehensive knowledge that allows them to effectively use statistics in their work.

This book is ideal for people who want to gain practical skills in statistics and data science. The authors present individual concepts and issues in a way that is accessible and understandable even for people unfamiliar with statistics on a daily basis. As a result, the reader can quickly and effectively master the necessary knowledge and start using it in their work.

In the book you will find, among other things, exploratory analysis in the initial data examination, random samples and the quality of large data sets, the basics of experiment planning, regression in estimating results and detecting anomalies, statistical machine learning, and unsupervised learning and the importance of unclassified data. All this is presented in a practical and understandable way, with numerous examples and exercises.

Helion is a renowned publishing house specializing in publications in the fields of IT, business and personal development. Their books are characterized by high substantive quality and a practical approach to the topic. By choosing a book from Helion Publishing, you can be sure that you are receiving valuable knowledge that will help you in your professional and personal development. Statistics: classic tools in the latest technologies!