Machine Learning Foundation

Understand the Concepts, Techniques and Mathematical Frameworks

Duration: 26 Hours

$110 60% off

$44

Coming Soon Notify Me

About Course

Machine learning is a data analytics technique that teaches computers to do what comes naturally to humans and learn from experience. Machine learning algorithms use computational methods to learn information directly from data without relying on a predetermined equation as a model. The algorithms adaptively improve their performance as the number of samples available for learning increases.

  • Topics
  • Instructor
  • Learn what is Machine Learning
    Find out where Machine Learning is applied in Technology and Science.
    Machine Learning Techniques
    Tensor Flow
    PyTorch
    Keras
    Code your own decision tree in python
    Learn the formulas for entropy and information gain and how to calculate them
    Implement a mini project where you identify the authors in a body of emails using a decision tree in Python
    Decide how to pick the right Machine Learning Algorithm among K-Means, Adaboost, and Decision Trees
    Apply your Machine Learning knowledge by looking for patterns in the Enron Email Dataset.