ADaSci Premium Membership fee will be revised from 1st March 2024. Lock your membership for 1 year at current price.

Categories Machine Learning

CDS Video Series | Sec01. Probability Theory, Statistics and Linear Algebra

0(0 Ratings)

What I will learn?

  • Master the concepts of probability theory, statistics and linear algebra
  • Build a solid foundation of mathematical concepts use in machine learning and deep learning
  • Learn the basic building blocks of machine learning algorithms

Course Curriculum

Video Lessons: Probability, Statistics and Linear Algebra

  • Video 1: Counting and probability Theory
  • Video 2: Probability Distributions
  • Video 3: Statistical Tests
  • Video 4: Advanced Statistics
  • Video 5: Linear Algebra

Handout Notes

Self Assessment


No Review Yet
No Review Yet

Material Includes

  • Video tutorial
  • Handout notes
  • Self practice questions

Who Should Take this course?

  • Beginners in data science and machine learning

See how employees at top companies are mastering Artificial Intelligence skills

Chartered Data Scientist (CDS™)

The highest distinction in the data science profession. Not just earn a charter, but use it as a designation.

Lattice - Our ML Journal

Lattice is an international peer-reviewed and refereed journal on machine learning hosted and managed by ADaSci

Become ADaSci Member

We offer both Individual & Institutional Membership.