Fundamentals of Data Science with MATLAB: Introduction to Scientific Computing, Data Analysis, and Data Visualization

Fundamentals of Data Science with MATLAB: Introduction to Scientific Computing, Data Analysis, and Data Visualization helps readers better understand the process involved in scientific data analysis and data visualization. The book provides a practical guide on working with real data for the purpose of scientific computing and data visualization using MATLAB. This text is prepared with a practical application in mind, and contains general syntaxes along with many examples to explain how to implement these syntaxes for the purpose of the data analysis. Throughout this book, it explains how to achieve an intended goal for each section, and through examples it shows how to develop a code to analyze data and compute desired values described in that section.

Topics covered in the book include: 

• Programming with MATLAB
• Arrays, statistical functions, labeled data, and time-series
• Data visualization
• Signal processing and digital filtering