Mathematics, Probability & Statistics for Machine Learning


Learn Maths, Probability and Statistics for Data Science, Artificial Intelligence (AI), Machine Learning & Deep Learning

In this highly comprehensive probability course, you learn everything from Set theory, Combinatorics to Probability with tons of challenges and solutions. Probability is one of the bedrock of modern science such as machine learning, predictive risk management, inferential statistics, and business decisions. Understanding the depth of probability will empower you to solve numerous day-to-day business and scientific prediction problems. This course includes but is not limited to:

  • Sets
  • Universal Set
  • Proper and Improper Subset
  • Super Set and Singleton Set
  • Null or Empty Set
  • Power Set
  • Equal and Equivalent Set
  • Set Builder Notations
  • Cardinality of Set
  • Set Operations
  • Laws of Sets
  • Finite and Infinite Set
  • Number Sets
  • Venn Diagram
  • Union, Intersection, and Complement of Set
  • Factorial
  • Permutations
  • Combinations
  • Theoretical Probability
  • Empirical Probability
  • Addition Rules of Probability
  • Mutual and Non-mutual Exclusive
  • Multiplication Rules of Probability
  • Dependent and Independent Events
  • Random Variable
  • Discrete and Continuous Variable
  • Z-Score
  • Conditional Probability
  • Bayes Theorem
  • Binomial Distribution
  • Poisson Distribution
  • Normal Distribution
  • Skewness and Kurtisos
  • T – Distribution
  • Decision Tree of Probability

You will also have access to the Q&A section where you contact post questions. You can also send me a direct message.

Upon the completion of this course, you’ll receive a certificate of completion which you can post on your LinkedIn account for our colleagues and potential employers to view! All these come with a 30-day money-back guarantee.  so you can try out the course risk-free!

Who is this course for:

  • Those starting from scratch in probability
  • Current students studying probability
  • Professional in the field of Data Science
  • Professionals in the banking industry
  • Professionals in the insurance industry

Who this course is for:

  • Students and professionals
  • Those who need to understand how to apply probability to solve problems


  • Basic maths

Last Updated 12/2021


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