About this Course

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Flexible deadlines
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Intermediate Level
Approx. 13 hours to complete
English

Skills you will gain

Data SciencePredictive ModellingMatlabMachine LearningData Analysis
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.
Intermediate Level
Approx. 13 hours to complete
English

Offered by

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MathWorks

Syllabus - What you will learn from this course

Week
1

Week 1

3 hours to complete

Import and Explore the Data

3 hours to complete
5 videos (Total 15 min), 6 readings, 2 quizzes
5 videos
Instructor Introduction2m
Introduction to the Capstone Project2m
Creating the Taxi Regions2m
Preparing Your Dataset3m
6 readings
Overview of the Capstone Project15m
Download and Install MATLAB15m
Data and Code Files5m
Tasks for Creating the Taxi Regions10m
Tasks for Exploring and Cleaning the Taxi Data10m
Tasks for Creating the Grouped Summary Table10m
2 practice exercises
Exploring the Taxi Data by Region30m
Exploring the Grouped Summary Table50m
Week
2

Week 2

2 hours to complete

Create and Evaluate Features

2 hours to complete
1 video (Total 3 min), 3 readings, 2 quizzes
3 readings
Your Tasks for the Module10m
Create the Response Variable10m
Creating and Evaluating Features10m
2 practice exercises
Exploring the Demand for Taxis30m
Which Features are Important?40m
Week
3

Week 3

5 hours to complete

Apply Machine Learning

5 hours to complete
2 videos (Total 5 min), 3 readings, 2 quizzes
2 videos
Preparing for Your Final Report3m
3 readings
Your Modeling Tasks10m
Your Analysis Tasks10m
Data Science Report Requirements20m
1 practice exercise
How Does Your Model Perform?10m
Week
4

Week 4

3 hours to complete

Communicate Your Results

3 hours to complete
2 videos (Total 8 min), 3 readings
2 videos
Conclusion of Practical Data Science with MATLAB3m
3 readings
Introduction to Module 42m
Share Your Results3h
Complete the Course Survey5m

About the Practical Data Science with MATLAB Specialization

Practical Data Science with MATLAB

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