167,247 recent views

## 50%

started a new career after completing these courses

## 33%

got a tangible career benefit from this course

#### 100% online

Start instantly and learn at your own schedule.

#### Beginner Level

You will get the most out of the course if you have basic knowledge in probability.

#### Approx. 12 hours to complete

Suggested: 4 weeks of study, 3-4 hours/week...

#### English

Subtitles: English

### Skills you will gain

Statistical AnalysisFinancial AnalysisFinancial Data AnalysisPython ProgrammingData Visualization (DataViz)

## 50%

started a new career after completing these courses

## 33%

got a tangible career benefit from this course

#### 100% online

Start instantly and learn at your own schedule.

#### Beginner Level

You will get the most out of the course if you have basic knowledge in probability.

#### Approx. 12 hours to complete

Suggested: 4 weeks of study, 3-4 hours/week...

#### English

Subtitles: English

## Syllabus - What you will learn from this course

Content Rating94%(1,915 ratings)
Week
1

## Week 1

3 hours to complete

## Visualizing and Munging Stock Data

3 hours to complete
7 videos (Total 30 min), 2 readings, 1 quiz
7 videos
1.0 Module Introduction3m
1.1 Packages for Data Analysis1m
1.2 Importing data2m
1.3 Basics of Dataframe5m
1.4 Generate new variables in Dataframe8m
Getting started with Jupyter Notebook10m
1 practice exercise
Quiz 130m
Week
2

## Week 2

2 hours to complete

## Random variables and distribution

2 hours to complete
4 videos (Total 19 min)
4 videos
2.1 Outcomes and Random Variables2m
2.2 Frequency and Distributions5m
2.3 Models of Distribution7m
1 practice exercise
Quiz 230m
Week
3

## Week 3

3 hours to complete

## Sampling and Inference

3 hours to complete
5 videos (Total 32 min)
5 videos
3.1 Population and Sample8m
3.2 Variation of Sample5m
3.3 Confidence Interval4m
3.4 Hypothesis Testing11m
1 practice exercise
Quiz 330m
Week
4

## Week 4

4 hours to complete

## Linear Regression Models for Financial Analysis

4 hours to complete
6 videos (Total 46 min), 1 reading, 2 quizzes
6 videos
4.1 Association of random variables5m
4.2 Simple linear regression model13m
4.3 Diagnostic of linear regression model4m
4.4 Multiple linear regression model14m
4.5 Evaluate the strategy5m
2 practice exercises
Quiz 430m
Post-course survey5m