School of Cyber Tech
Machine Learning

Machine learning is taking over the world - it is benefiting companies across industries. It is helping organizations create systems that can understand, learn, predict, adapt, and operate on their own. Thus, understanding how machine learning works are one of the most valuable and useful things you can do.

Whether you’re launching a career, advancing a career, or just excited to learn a new skill, there is no time like the present to get started on a Machine Learning path. Rocheston's  Machine Learning course teaches you to understand the challenging yet thriving sub-field of data science. The program not only delves into the theoretical aspect but into hands-on practice building your own models.


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Machine learning is taking over the world - it is benefiting companies across industries. It is helping organizations create systems that can understand, learn, predict, adapt, and operate on their own. Thus, understanding how machine learning wor...
View more
Course content
  • Module 1: Introduction
  • Module 2: Concept Learning and the General-to-specific Ordering
  • Module 3: Decision Tree Learning
  • Module 4: Machine Learning in Practice
  • Module 5: Beyond Binary Classification
  • Module 6: Linear Models
  • Module 7: Probabilistic Modelling
  • Module 8: Artificial Neural Networks
  • Module 9: Kernel Methods
  • Module 10: Evaluating Hypotheses
  • Module 11: Bayesian Learning
  • Module 12: Computation Learning Theory
  • Module 13: Instance-based Learning
  • Module 14: Genetic Algorithms
  • Module 15: Learning Sets of Rules
  • Module 16: Analytical Learning
  • Module 17: Combining Inductive and Analytical Learning
  • Module 18: Reinforcement Learning