Welcome to the course
  • Welcome Challenge!
  • Welcome!
  • Learning Paths
  • Some Additional Resources!!
Distributions
  • Plan of Attack
  • Continuous vs Discrete
  • What is a Distribution?
  • What is Standard Deviation?
  • Normal Distribution
  • Skewness
  • Mean, Median, Mode
  • Homework
  • Homework Solution - Part 1
  • Homework Solution - Part 2
  • EXTRA: Cantor's Diagonal Argument
  • Distributions
Central Limit Theorem
  • Plan of Attack
  • Populations and Samples
  • Sampling Distribution
  • Central Limit Theorem
  • Central Limit Theorem - Intuition
  • Central Limit Theorem - Visualization
  • Z-Score
  • Hands-On CLT - Analytics Challenge
  • Homework
  • Homework Solution
  • Central Limit Theorem
Hypothesis Testing / Statistical Significance
  • Plan of Attack
  • Statistical Significance: What is P-Value?
  • Hypothesis Testing - Steps
  • Hypothesis Testing - Rejection Region
  • Hypothesis Testing Assumptions
  • Proportion Testing
  • Homework
  • Homework Solution
  • Hypothesis Testing/ Statistical Significance
Advanced Hypothesis Testing
  • What it means when you cannot reject the Null Hypothesis
  • Student's t-distribution
  • T-Tests
  • 1-Tailed And 2-Tailed Tests
  • 2-Tailed Test Exercise
  • Warning about misuse and overuse of p-values
  • Real Life Example
  • Advanced Hypothesis Testing
  • THANK YOU Video
Congratulations!! Don't forget your Prize :)
  • Huge Congrats for completing the challenge!
  • Bonus: How To UNLOCK Top Salaries (Live Training)