math20.io

Math 20: Probability @ Dartmouth College

Slides

Click   🥞   🍳   🍨   to download

• Week One

  • Basic Concepts of Discrete Probability 🥞         Continuous Probability Densities 🥞

  • Permutations 🥞         Combinations 🥞

• Week Two

  • Discrete Conditional Probability 🥞         Bayes' theorem 🥞         Continuous Conditional Probability 🥞

• Week Three

  • Important Distributions 🍳         Important Densities 🍳

• Week Four

  • Expected Value of Discrete Random Variables 🍳         Variance of Discrete Random Variables 🍳

• Week Five

  • Expected Value and Variance of Continuous Random Variables 🍳

  • Sum of Random Variables 🍳

• Week Six

• Law of Large Numbers 🍨         Central Limit Theorem 🍨

• Week Seven

  • Generating Functions 🍨

  • Markov Chains 🍨

Homework

Click   ✉️   📨   to download

• Homework 1 ✉️         Homework 1 Solution 📨

  • Basic Concepts of Discrete Probability

• Homework 2 ✉️         Homework 2 Solution 📨

  • Basic Concepts of Discrete Probability         Continuous Probability Densities

• Homework 3 ✉️         Homework 3 Solution 📨

  • Permutations         Combinations

• Homework 4 ✉️         Homework 4 Solution 📨

  • Discrete Conditional Probability         Continuous Conditional Probability

• Homework 5 ✉️         Homework 5 Solution 📨

  • Important Distributions

• Homework 6 ✉️         Homework 6 Solution 📨

  • Important Densities         Expected Value of Discrete Random Variables

• Homework 7 ✉️         Homework 7 Solution 📨

  • Variance of Discrete Random Variables         Expected Value and Variance of Continuous Random Variables

• Homework 8 ✉️         Homework 8 Solution 📨

  • Sum of Random Variables         Law of Large Numbers         Central Limit Theorem

Exams

Click   📦   to download

• Midterm 1 📦

• Midterm 2 📦

• Final 📦

Coding

• Github Pages site of Math 20

• jupyter notebook