Computational Thinking and Programming

What you'll learn

Learn fundamental computational thinking principles and Python programming

Master the core concepts and principles of computational thinking
Apply theoretical knowledge to practical, real-world projects
Develop critical thinking and problem-solving skills in programming
Build a portfolio of Python projects demonstrating your expertise

Understand algorithms, data structures, and computational complexity
Learn to write clean, efficient, and well-documented code
Collaborate effectively using version control and development tools
Understand current trends and future directions in computational thinking

This comprehensive course combines theoretical foundations with hands-on practical experience. Each module builds upon previous knowledge while introducing new concepts and methodologies. You'll develop essential computational thinking skills while mastering Python programming through practical projects and real-world applications.

Course Content

Recursion
15 min Open

Divide and Conquer algorithms
25 min Open

Dynamic programming algorithms
45 min Open

Organising information: trees
70 min Open

Backtracking algorithms
40 min Open

Organising information: graphs
35 min Open

Greedy algorithms
35 min Open

Requirements

Basic computer skills and internet access
Enthusiasm for learning and active participation
No prior programming experience required - beginners welcome
Commitment to complete assignments and projects
Access to a computer with internet connection
Willingness to engage in collaborative learning

Description

Students new to programming and computational thinking
Humanities scholars interested in digital methods
Researchers looking to incorporate computational tools
Anyone curious about problem-solving with code
Professionals seeking to understand algorithmic thinking
Educators wanting to teach computational concepts

Professor

Silvio Peroni

Professor, University of Bologna

Silvio Peroni is a Professor in Computer Science at the University of Bologna. His research focuses on Digital Humanities, Semantic Web, and Document Engineering.

Computational Thinking and Programming

Free Course

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