https://github.com/nicofilips/cs50ai-harvard

Harvard University Online Course | CS50-AI | Artificial Intelligence with Python | Project Solution
https://github.com/nicofilips/cs50ai-harvard

artificial-intelligence harvardcs50 natural-language-processing neuronal-network nltk python scikit-learn tensorflow

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Harvard University Online Course | CS50-AI | Artificial Intelligence with Python | Project Solution

• Host: GitHub
• URL: https://github.com/nicofilips/cs50ai-harvard
• Owner: NicoFilips
• Created: 2024-04-19T09:01:18.000Z (7 months ago)
• Default Branch: main
• Last Pushed: 2024-04-23T06:23:38.000Z (7 months ago)
• Last Synced: 2024-04-23T10:59:15.869Z (7 months ago)
• Topics: artificial-intelligence, harvardcs50, natural-language-processing, neuronal-network, nltk, python, scikit-learn, tensorflow
• Language: Python
• Homepage:
• Size: 1.03 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md

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README

        




  





  
Source: DALL-E 3





## What's this all about?

Hello everyone!


These are my solutions for the CS50's Introduction to Artificial Intelligence with Python course. 


They are categorized in 7 weeks featuring the following severall units:

week-0 - Search: Depth-First Search, Breadth-First Search, A* Search, Adversarial Search 


week-1 - Knowledge: Propositional Logic, First-Order Logic, Inference in Knowledge Bases 


week-2 - Uncertainty: Probability Theory, Bayes' Rule, Bayesian Networks, Markov Models 


week-3 - Optimization: Hill-Climbing, Simulated Annealing, Linear Programming 


week-4 - Learning: Supervised Learning, Unsupervised Learning, Reinforcement Learning, Decision Trees 


week-5 - Neural Networks: Perceptrons, Backpropagation, Convolutional Neural Networks 


week-6 - Language: Natural Language Processing, Context-Free Grammars, Parsing Techniques, Language Models 


## Certificate

Finishing it got me a certificate at the Harvard University which can be seen here:




https://certificates.cs50.io/68fca6c4-932c-45af-ba5b-b492ea78ce20.png?size=letter

## Repository structure

Includes:

Projects solutions 


Quizzes answers 


Course info:  https://pll.harvard.edu/course/cs50s-introduction-artificial-intelligence-python 


Name: CS50's Introduction to Artificial Intelligence with Python 


University: Harvard University 


WWW: https://cs50.harvard.edu/ai/2020/ 


## License

Distributed under the MIT License. See `LICENSE` for more information.

## Feedback 



Looking forward to your feedback and contributions! 🙌


Warning : before visiting this repo files, please read about CS50's Academic Honesty rules.