Data Science for Beginners An Introduction to the Fundamentals of Data Analysis and Machine Learning

The book covers the fundamentals of Data Science, including data exploration and visualization, statistical analysis, and machine learning techniques. The reader will learn how to clean, preprocess, and analyze data using popular tools and programming languages such as Python and R. They will also be introduced to popular machine learning algorithms such as Linear Regression, Logistic Regression, Decision Trees, Random Forests, Support Vector Machines, Clustering Algorithms, and Neural Networks.