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#### 100% online

Start instantly and learn at your own schedule.

#### Approx. 14 hours to complete

Suggested: You will have to invest about 3-4 hours per module to acquire the taught knowledge. ...

#### English

Subtitles: English, Persian

### Skills you will gain

Bayes' TheoremNormal DistributionProbabilityConditional Probability
Learners taking this Course are
• User Experience Researchers
• Machine Learning Engineers
• Research Assistants
• Entrepreneurs
• Data Analysts

#### 100% online

Start instantly and learn at your own schedule.

#### Approx. 14 hours to complete

Suggested: You will have to invest about 3-4 hours per module to acquire the taught knowledge. ...

#### English

Subtitles: English, Persian

### Syllabus - What you will learn from this course

Week
1
4 hours to complete

## Probability

7 videos (Total 63 min), 1 reading, 7 quizzes
7 videos
Introduction5m
Definition and Rules12m
A First Look at Statistical Independence10m
Subjective Probabilities9m
Empirical Probabilities: Benford's Law11m
Exercise7m
Script: Part 12h
7 practice exercises
Introductory Quiz2m
1.14m
1.26m
1.34m
1.44m
1.54m
1.64m
Week
2
3 hours to complete

## Conditional Probability

6 videos (Total 54 min), 1 reading, 6 quizzes
6 videos
Definition7m
Multiplication Rules10m
Probability Tables9m
Bayes Rule10m
Exercise6m
Script: Part 22h
6 practice exercises
2.14m
2.24m
2.34m
2.44m
2.54m
2.64m
Week
3
2 hours to complete

## Application

6 videos (Total 80 min), 6 quizzes
6 videos
The Monty Hall Problem11m
Structuring Risks: Part 113m
Structuring Risks: Part 28m
The Prosecutor's Fallacy15m
The Sad Story of Sally Clark16m
6 practice exercises
3.14m
3.22m
3.3.16m
3.3.24m
3.46m
3.56m
Week
4
4 hours to complete

## Discrete Random Variables

8 videos (Total 80 min), 1 reading, 8 quizzes
8 videos
Expected Value12m
Measures of Dispersion8m
Application: Financial Model5m
Binomial Distribution17m
Application: Airline Overbooking11m
Exercise 16m
Exercise 25m
Script: Part 42h
8 practice exercises
4.14m
4.24m
4.34m
4.44m
4.52m
4.64m
4.76m
4.84m
4.7
260 Reviews

## 25%

started a new career after completing these courses

## 21%

got a tangible career benefit from this course

### Top reviews from An Intuitive Introduction to Probability

By NSSep 17th 2017

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.

By RRJun 17th 2017

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.