Data Science

Explore comprehensive resources and materials for this computer science field.

Course Chapters

Table of Contents

Explore each chapter of data science in a structured learning sequence.

1 chapters available
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

Carefully selected books to deepen your understanding of data science.

Foundations of Data Science

Avrim Blum, John Hopcroft, Ravindran Kannan

Practice Problems

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