Fat Chance: Basics in Probability

Add your review
Product is rated as #1 in category Mathematics
Learner rating9.6

Increase your quantitative reasoning skills through a deeper understanding of the basics in probability and statistics… tracing back to a foundation.

Last updated on June 17, 2021 11:20 am

Introduction

Increase your quantitative reasoning skills through a deeper understanding of the basics in probability and statistics.

About this course

Created specifically for those who are new to the study of probability, or for those who are seeking an approachable review of core concepts prior to enrolling in a college-level statistics course, Fat Chance prioritizes the development of a mathematical mode of thought over rote memorization of terms and formulae. Through highly visual lessons and guided practice, this course explores the quantitative reasoning behind probability and the cumulative nature of mathematics by tracing probability and statistics back to a foundation in the principles of counting.

In the first two modules, you will be introduced to basic counting skills that you will build upon throughout the course. Following, you will apply those skills to simple problems in probability. In Modules 4 through 6, you will explore how those ideas and techniques can be adapted to answer a greater range of probability problems. In the last module, you will be introduced to statistics through the notion of expected value, variance, and the normal distribution. You will see how to use these ideas to approximate probabilities in situations where it is difficult to calculate their exact values.

What you will learn from this course on ‘Basics in Probability’?

  • An increased appreciation for, and reduced fear of, basics in probability and statistics
  • How to solve combinatorial counting problems
  • How to solve problems using basic and advanced probability
  • An introductory understanding of the normal distribution and its many statistical applications
  • An ability to recognize common fallacies in probability, as well as some of the ways in which statistics are abused or simply misunderstood

Prerequisites

  • High school algebra

Syllabus

1. Basics in Probability: Basic Counting

  •  Counting Numbers
  •  Large Numbers
  •  The Multiplication Principle
  •  More on the Multiplication Principle and Factorials
  •  The Subtraction Principle

2. Basics in Probability: Advanced Counting

  •  Counting Collections
  •  Binomial Coefficients
  •  Applications of Collections
  •  Multinomials
  •  Collections with Repetition

3. Basics in Probability: Foundations

  •  Flipping Coins
  •  Rolling Dice
  •  Playing Poker
  •  Distributions of Bridge Hands

4. Basics in Probability: Expected Value

  •  Expected Value: Chuck-A-Luck
  • Expected Value: Slot Machines
  •  Strategizing

5. Conditional Probability

  •  The Monty Hall Problem
  •  Conditional Probability: Set-Up and Examples
  •  Conditional Probability: Elections

6. Bernoulli Trials

  •  Bernoulli Trials
  •  The Gambler’s Ruin

7. The Normal Distribution

  • Games
  • Games: Examples and Variance
  • Iterating Games
  •  The Normal Distribution – Part 1
  • The Normal Distribution – Part 2

Note: Your review matters 

If you have already done this course, kindly drop your review in our reviews section. It would help others to get useful information and better insight into the course offered.

FAQ

$139.00

Add to wishlistAdded to wishlistRemoved from wishlist 0
Add to compare
  • EDX
  • Harvard University
  • Online Course
  • Self-paced
  • Beginner
  • 1-3 Months
  • Free Course (Affordable Certificate)
  • English
  • Maths Statistics
Expert Score
9.6
Learner rating
9.6
PROS: Very helpful course as it starts from the fundamental. Stimulating lectures and exercises. Video material for each practice Exercise, gives a clear step-by-step explanation. Easy to understand and vivid course material. Multiple examples to go with the concept illustration. Instructors keen guidance throughout the course.
CONS: Need to maximize the mathematical notations. Presentations are sometimes quite fast. Improvement in explanations on evaluation problems. One should familiar with high school algebra equations.

Description

Introduction

Increase your quantitative reasoning skills through a deeper understanding of the basics in probability and statistics.

About this course

Created specifically for those who are new to the study of probability, or for those who are seeking an approachable review of core concepts prior to enrolling in a college-level statistics course, Fat Chance prioritizes the development of a mathematical mode of thought over rote memorization of terms and formulae. Through highly visual lessons and guided practice, this course explores the quantitative reasoning behind probability and the cumulative nature of mathematics by tracing probability and statistics back to a foundation in the principles of counting.

In the first two modules, you will be introduced to basic counting skills that you will build upon throughout the course. Following, you will apply those skills to simple problems in probability. In Modules 4 through 6, you will explore how those ideas and techniques can be adapted to answer a greater range of probability problems. In the last module, you will be introduced to statistics through the notion of expected value, variance, and the normal distribution. You will see how to use these ideas to approximate probabilities in situations where it is difficult to calculate their exact values.

What you will learn from this course on ‘Basics in Probability’?

  • An increased appreciation for, and reduced fear of, basics in probability and statistics
  • How to solve combinatorial counting problems
  • How to solve problems using basic and advanced probability
  • An introductory understanding of the normal distribution and its many statistical applications
  • An ability to recognize common fallacies in probability, as well as some of the ways in which statistics are abused or simply misunderstood

Prerequisites

  • High school algebra

Syllabus

1. Basics in Probability: Basic Counting

  •  Counting Numbers
  •  Large Numbers
  •  The Multiplication Principle
  •  More on the Multiplication Principle and Factorials
  •  The Subtraction Principle

2. Basics in Probability: Advanced Counting

  •  Counting Collections
  •  Binomial Coefficients
  •  Applications of Collections
  •  Multinomials
  •  Collections with Repetition

3. Basics in Probability: Foundations

  •  Flipping Coins
  •  Rolling Dice
  •  Playing Poker
  •  Distributions of Bridge Hands

4. Basics in Probability: Expected Value

  •  Expected Value: Chuck-A-Luck
  • Expected Value: Slot Machines
  •  Strategizing

5. Conditional Probability

  •  The Monty Hall Problem
  •  Conditional Probability: Set-Up and Examples
  •  Conditional Probability: Elections

6. Bernoulli Trials

  •  Bernoulli Trials
  •  The Gambler’s Ruin

7. The Normal Distribution

  • Games
  • Games: Examples and Variance
  • Iterating Games
  •  The Normal Distribution – Part 1
  • The Normal Distribution – Part 2

Note: Your review matters 

If you have already done this course, kindly drop your review in our reviews section. It would help others to get useful information and better insight into the course offered.

FAQ

Specification:

  • EDX
  • Harvard University
  • Online Course
  • Self-paced
  • Beginner
  • 1-3 Months
  • Free Course (Affordable Certificate)
  • English
  • Maths Statistics

Videos: Fat Chance: Basics in Probability

User Reviews

0.0 out of 5
0
0
0
0
0
Write a review

There are no reviews yet.

Be the first to review “Fat Chance: Basics in Probability”

Your email address will not be published. Required fields are marked *

Fat Chance: Basics in Probability
Fat Chance: Basics in Probability

$139.00

courseonline.info
courseonline.info
Logo
Compare items
  • Total (0)
Compare
0