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BeginnerCohort-basedAI Developer Launchpad

Mathematics & Statistics for AI

Master the mathematical foundations essential for AI and machine learning. Learn linear algebra, probability, statistics, and optimization techniques.

Duration
4 weeks
Level
Beginner
Format
Live Sessions (Cohort-based)
Topics
2 modules

What You'll Learn

Apply linear algebra concepts to AI problems
Understand probability and statistical methods
Implement gradient descent algorithms
Build regression models from scratch

Topics Covered

1
Core concepts: Linear algebra, probability, and statistics
2
Optimization basics: Gradient descent and cost functions

Prerequisites

  • High school mathematics
  • Basic Python knowledge

Join Next Cohort

Cohort-based live sessions with expert instructors

Live interactive sessions
Learn with peers in cohorts
Hands-on projects & assignments
Certificate of completion
Career support & mentorship

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