Probability & Statistics

Apply probability theory and statistical reasoning to data problems.

beginner 🔢 Mathematical Foundations

0%

Confidence · no data yet

Sign in to track

After this skill you can…

Calculate conditional probability and Bayes' theorem
Interpret confidence intervals and p-values
Apply common distributions (Gaussian, Bernoulli, Poisson)

Learn this skill (10 videos)

Lecture 13. Confidence Intervals, Hypothesis Testing, and Power Calculations

MIT OpenCourseWare · intermediate

Data Science & Statistics: Chi-Squared Distribution

365 Data Science · beginner

Normal Distribution and Z Score | Math, Statistics for data science, machine learning

codebasics · beginner

Stanford CS109 Probability for Computer Scientists I Normal Distribution I 2022 I Lecture 10

Stanford Online · beginner

Statistical Learning: 13.1 Introduction to Hypothesis Testing II

Stanford Online · beginner

Introduction to Statistics | 365 Data Science Courses

365 Data Science · beginner

Introduction to Probability: Student's T Distribution

365 Data Science · beginner

Standard Normal Distribution

365 Data Science · beginner

Understanding the Normal Distribution [Statistics Tutorial]

365 Data Science · beginner

Basic Statistics - Applied Time Series Analysis in Python and TensorFlow

Data Science with Marco · beginner