Data Science Handbook

Data Science Handbook

Foundations

Math
Probabilities
Statistics
Tools
- Python
- R
- SQL
- LaTeX
- MyST Markdown

Algorithms

Algorithms Concepts
Greedy Algorithms
- Interval Scheduling
- Huffman Coding
Dynamic Programming
Graph Related

Machine Learning

Machine Learning Basics
Regression
Classification
Dimensionality Reduction
Clustering
Graphical Models
Neural Networks
For Graph-structured Data

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Contents

Problem

Greedy Algorithms¶

Problem¶

Decision is

sequential
simple

previous

Streaming Algorithms

next

Interval Scheduling

By Dennis Zheng
© Copyright 2020.