Computer Science Notebooks

Volume 1

Computer Science Notebooks

An authorial set of fundamental Python recipes that cover various topics on theoretical and practical aspects of general Computer Science and Programming.

  • Algorithms and Data Structure
  • Numerical Analysis and Methods
  • Scientific Computing
  • High Performance Applications
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Data Science Notebooks

Volume 2

Data Science Notebooks

An authorial set of fundamental Python recipes that introduce best practices and the key concepts from Data Science and Analytics.

  • Statistics and Probabilities
  • Data Mining and Predictive Models
  • Fundamental Mathematical Concepts
  • Data Visualization and Storytelling
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Machine Learning Notebooks

Volume 3

Machine Learning Notebooks

An authorial set of fundamental Python recipes that present the main models and techniques of Machine Learning and Artificial Intelligence.

  • Deep Learning and Neural Networks
  • Time Series Analysis
  • Natural Language Processing
  • Mathematics and Modeling
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Computer Vision Notebooks

Volume 4

Computer Vision Notebooks

An authorial set of fundamental Python recipes that show practical and conceptual approaches to Computer Vision and Digital Image Processing.

  • Deep Convolutional Neural Networks
  • Digital Image and Signal Processing
  • Computer Graphics and 3D
  • Object Detection and Pattern Recognition
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