: Covers the entire data science pipeline, from cleaning and preparing raw data to mining and visualization.
: The Third Edition includes advanced topics like Transfer Learning , Large Language Models (LLMs) such as GPT and BERT , and AI Governance for mitigating algorithmic bias. Principles of Data Science: Learn the technique...
: Explains the fundamentals of computational mathematics, statistics, calculus, and probability in the context of data science. : Covers the entire data science pipeline, from
Principles of Data Science: Understand, Analyze, and Predict Data Using Machine Learning Concepts and Tools Principles of Data Science: Learn the technique...
: Teaches you how to build and evaluate baseline machine learning models and use metrics to determine their success.