Introduction to Algorithms and Techniques

This section aims to provide learners with a library of detailed information on the most popular machine learning algorithms in use today. Each entry is introduced in a begineer-friendly way, but does not shy away from technical detail. Eventually, each entry will also be accompanied by a tutorial implementing the technique in python.

Algorithm Library

  • Convolutional Neural Network (coming soon)
  • Decision Tree (coming soon)
  • Deep Belief Network (coming soon)
  • Recurrent Neural Netork (coming soon)
  • Regression: Linear (coming soon)
  • Regression: Polynomial (coming soon)
  • Regression: Logistic (coming soon)
  • More coming

Many more algorithms and techniques will be added over time.


Challenges in Training Models
Convolutional Neural Network