: Explains the fundamentals of computational mathematics, statistics, calculus, and probability in the context of data science.
: 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: Understand, Analyze, and Predict Data Using Machine Learning Concepts and Tools Principles of Data Science: Learn the technique...
: Covers the entire data science pipeline, from cleaning and preparing raw data to mining and visualization.
The (2024) is available at retailers like Walmart and World of Books for approximately $39.99 . Go to product viewer dialog for this item. The (2024) is available at retailers like Walmart
: Teaches you how to build and evaluate baseline machine learning models and use metrics to determine their success.
: Goes beyond theory to help you perform actual data science tasks using Python (and R in some editions) to create actionable business insights. : Goes beyond theory to help you perform
: Enhances your coding skills by integrating data science theory for practical insights into data analysis.