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Think and Compute: a Primer for Digital Humanists

Preface

Try. Make mistakes. Learn. Repeat.

Part 1: Basics of Computation

Introduction to Computational Thinking
Algorithms
Computability
Part 1: Exercises

Part 2: Basics of Programming

Programming Languages
Organising information: ordered structures
Brute-force algorithms
Organising information: unordered structures
Recursion

Part 3: A Python Laboratory

Getting started with Python
Python basics - Variables, types, and operators
Working with lists and tuples
Working with unordered structures
Recursion and working with files
Data analysis on Netflix shows

Part 4: Additional Algorithmic Techniques and Data Structures

Divide and conquer algorithms
Dynamic programming algorithms
Organising information: trees
Backtracking algorithms
Organising information: graphs
Greedy algorithms

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By Silvio Peroni, Ivan Heibi, Arcangelo Massari

© Copyright 2023.