Data Science & Artifical Intelligence with Python

In this repo you can find useful examples of Data Science use cases and Artificial Intelligence problems.
Most of the projects are documented on Medium.

1. Classical Machine Learning:

• Classification

  • Analysis

    

  • Model

    

  • Evaluation

    

  • Explainability

    

• Regression

  • Analysis

    

  • Model

    

  • Evaluation

    

  • Explainability

    

• Clustering

  • Geospatial Interactive Maps

    

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2. Time Series:

• Forecasting

  • Analysis

    

  • Model

    

  • Evaluation

    

• Parametric fit

  • Distributions

    

• Multiple series

  • Clustering

    

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3. Natural Language Processing:

• Text classification

  • Analysis

    

  • Model

    

  • Evaluation

    

  • Explainability

    

• Text summarization

  • Model

    

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4. Computer Vision:

• Image detection and classification

  • Preprocessing

    

  • Object detection

    

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5. Reinforcement Learning:

• Artificial Intelligence agent
  • work in progress