4.7
569 個評分
232 個審閱

### 您將獲得的技能

Bayes' TheoremNormal DistributionProbabilityConditional Probability

1

## Probability

In this module we will learn about probabilities and perform our first calculations using probability formulas. We want to get comfortable with the idea that probabilities describe the chance of uncertain events occurring....
7 個視頻 （總計 63 分鐘）, 1 個閱讀材料, 7 個測驗
7 個視頻
Welcome6分鐘
Introduction5分鐘
Definition and Rules12分鐘
A First Look at Statistical Independence10分鐘
Subjective Probabilities9分鐘
Empirical Probabilities: Benford's Law11分鐘
Exercise7分鐘
1 個閱讀材料
Script: Part 1
7 個練習
Introductory Quiz2分鐘
1.14分鐘
1.26分鐘
1.34分鐘
1.44分鐘
1.54分鐘
1.64分鐘
2

## Conditional Probability

The arrival of new information may lead us to alter our probabilistic assessments of uncertain events. In this module, we will learn how the concept of "conditional" probabilities allows us to make these changes correctly. Script of the course can be found here: https://www.coursera.org/learn/introductiontoprobability/resources/qxi9W ...
6 個視頻 （總計 54 分鐘）, 1 個閱讀材料, 6 個測驗
6 個視頻
Intuition8分鐘
Definition7分鐘
Multiplication Rules10分鐘
Probability Tables9分鐘
Bayes Rule10分鐘
Exercise6分鐘
1 個閱讀材料
Script: Part 2
6 個練習
2.14分鐘
2.24分鐘
2.34分鐘
2.44分鐘
2.54分鐘
2.64分鐘
3

## Application

We will discuss some fascinating every-day applications of probability. In addition to entertaining examples, we will also review very serious applications from finance and law....
6 個視頻 （總計 80 分鐘）, 6 個測驗
6 個視頻
The Monty Hall Problem11分鐘
Structuring Risks: Part 113分鐘
Structuring Risks: Part 28分鐘
The Prosecutor's Fallacy15分鐘
The Sad Story of Sally Clark16分鐘
6 個練習
3.14分鐘
3.22分鐘
3.3.16分鐘
3.3.24分鐘
3.46分鐘
3.56分鐘
4

## Discrete Random Variables

In this module we move beyond probabilities and learn about important summary measures such as expected values, variances, and standard deviations. We also learn about the most popular discrete probability distribution, the binomial distribution....
8 個視頻 （總計 80 分鐘）, 1 個閱讀材料, 8 個測驗
8 個視頻
Expected Value12分鐘
Measures of Dispersion8分鐘
Application: Financial Model5分鐘
Binomial Distribution17分鐘
Application: Airline Overbooking11分鐘
Exercise 16分鐘
Exercise 25分鐘
1 個閱讀材料
Script: Part 4
8 個練習
4.14分鐘
4.24分鐘
4.34分鐘
4.44分鐘
4.52分鐘
4.64分鐘
4.76分鐘
4.84分鐘
4.7
232 個審閱

## 14%

### 熱門審閱

Superb course. I am very impressed with the way the faculty explained real world examples through the probability concepts. I wish we can have more courses from him on statistics and machine learning.

Amazing course to understand the nature of probability and its applications. Lecture delivery by Karl is fabulous and the efforts put in by Jose is highly appreciable. Hoping for an advance course.