MATLAB Random Signals and Processes Primer: With an Introduction to Statistics and Machine Learning

This book offers a clear and intuitive approach to the world of random signals and processes, relating them with fundamental statistics and machine learning techniques-all through the lens of MATLAB.It is specifically designed for readers who prefer clarity over complexity, demystifying key concepts in random signals and processes, statistics, and machine learning.Even with a minimal amount of mathematical background, readers can confidently engage with the book, as it focuses on concepts and related terms clearly and simply. Provides a highly accessible introduction to the concepts and key terms related to probability, random variables and processes, statistics, and machine learning;Assumes minimal mathematical background and provides straightforward explanations of key terms, making the learning process comfortable and manageable;Introduction to core statistical concepts, descriptive and inferential statistics;A clear and intuitive approach to regression techniques such as linear, po