About this Course

25,738 recent views
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Approx. 12 hours to complete
English

Skills you will gain

Probability And StatisticsRegression AnalysisData Visualization (DataViz)Statistical Hypothesis TestingBasic Descriptive Statistics
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Approx. 12 hours to complete
English

Offered by

Placeholder

IBM

Syllabus - What you will learn from this course

Week
1

Week 1

1 hour to complete

Course Introduction and Python Basics

1 hour to complete
2 videos (Total 6 min), 2 readings, 1 quiz
2 videos
Python Packages for Data Science2m
2 readings
Course Overview10m
(Optional) Basics of Jupyter Notebooks10m
1 hour to complete

Introduction & Descriptive Statistics

1 hour to complete
4 videos (Total 19 min)
4 videos
Types of Data5m
Measure of Central Tendency5m
Measure of Dispersion4m
2 practice exercises
Practice Quiz - Introduction to Descriptive Statistics10m
Introduction and Descriptive Statistics20m
Week
2

Week 2

1 hour to complete

Data Visualization

1 hour to complete
4 videos (Total 19 min)
4 videos
Statistics by Groups6m
Statistical Charts4m
Introducing the teacher's rating data4m
2 practice exercises
Practice Quiz - Data Visualization10m
Data Visualization20m
Week
3

Week 3

2 hours to complete

Introduction to Probability Distributions

2 hours to complete
5 videos (Total 21 min), 2 readings, 3 quizzes
5 videos
State your hypothesis3m
Normal Distribution3m
T distribution4m
Probability of Getting a High or Low Teaching Evaluation4m
2 readings
Alpha (α) and P-value10m
Standard Normal Table10m
2 practice exercises
Practice Quiz - Introduction to Probability Distribution10m
Introduction to Probability Distribution20m
Week
4

Week 4

1 hour to complete

Hypothesis testing

1 hour to complete
5 videos (Total 23 min)
5 videos
Dealing with tails and rejections4m
Equal vs unequal variances2m
ANOVA4m
Correlation tests7m
2 practice exercises
Practice Quiz - Hypothesis Testing10m
Hypothesis Testing20m

Reviews

TOP REVIEWS FROM STATISTICS FOR DATA SCIENCE WITH PYTHON

View all reviews

About the Data Science Fundamentals with Python and SQL Specialization

Data Science Fundamentals with Python and SQL

Frequently Asked Questions

More questions? Visit the Learner Help Center.