### Course curriculum

• 1
• 2
• 3
##### Principles and Axioms of Probability
• 2.09 Two important axioms of probability
• 2.10 Propositions of probability 1 The complement rule
• 2.11 Removal of overround to find fair probabilities
• 2.12 Propositions of probability 2 The addition rule
• 2.13 Propositions of probability 3 The multiplication rule
• 2.14 Building a pre-match tool with momentum
• 2.15 Conditional Probability
• 2.16 Pricing exercise 1
• 4
##### Counting Techniques
• 2.17 Counting part 1
• 2.18 Counting part 2
• 2.19 Pricing exercise 2 probability grids
• 5
##### Useful Probability Distributions
• 2.20 What is a probability distribution
• 2.21 The Binomial Distribution part 1
• 2.22 The Binomial Distribution part 2
• 2.23 The Binomial Distribution part 3
• 2.24 Negative Binomial Distribution
• 2.25 Multinomial distribution
• 2.26 Poisson distribution part 1
• 2.27 Poisson distribution part 2
• 2.28 Normal Distribution part 1
• 2.29 Normal Distribution part 2
• 2.30 Normal Distribution Part 3
• 2.31 Exponential Distribution Derivation and Characteristics
• 2.32a Exponential Distribution Part 2
• 2.32b Exponential Distribution Part 3 alternative
• 6
##### Ratings Systems
• 2.34 Elo ratings
• 2.35 Introduction to rating football teams
• 7
##### Simulation
• 2.36 Simulation part 1
• 2.37 Simulation part 2
• 2.38 Simulation part 3
• 8
##### Useful Excel Formulas and Functions
• 2.39 Excel Commands Functions and Formulas Part 1
• 2.40 Excel Commands Functions and Formulas Part 2
• 2.41 Excel Commands Functions and Formulas Part 3
• 2.42 Excel Commands Functions and Formulas Part 4
• 2.43 Excel Commands Functions and Formulas Part 5