Course Chapters
Table of Contents
Explore each chapter of data science in a structured learning sequence.
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Data Science
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Core Concepts
Key Topics
Essential concepts and areas you should master in data science.
High-Dimensional Space
Dimensionality Reduction
Markov Chains
Clustering
Latent Dirichlet Allocation
Heuristics Based Algorithms
Topics Modeling
Information Visualization
Data Mining
Recommended Reading
Recommended Books
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Foundations of Data Science
Avrim Blum, John Hopcroft, Ravindran Kannan
Practice Problems
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