MathWorks - Data Science Project: MATLAB for the Real World
- Offered byCoursera
Data Science Project: MATLAB for the Real World at Coursera Overview
Duration | 13 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Difficulty level | Intermediate |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Science Project: MATLAB for the Real World at Coursera Highlights
- Earn a shareable certificate upon completion.
- Flexible deadlines according to your schedule.
Data Science Project: MATLAB for the Real World at Coursera Course details
- Like most subjects, practice makes perfect in Data Science. In the capstone project, you will apply the skills learned across courses in the Practical Data Science with MATLAB specialization to explore, process, analyze, and model data. You will choose your own pathway to answer key questions with the provided data.
- To complete the project, you must have mastery of the skills covered in other courses in the specialization. The project will test your ability to import and explore your data, prepare the data for analysis, train a predictive model, evaluate and improve your model, and communicate your results.
Data Science Project: MATLAB for the Real World at Coursera Curriculum
Import and Explore the Data
Practical Data Science with MATLAB
Instructor Introduction
Introduction to the Capstone Project
Creating the Taxi Regions
Preparing Your Dataset
Overview of the Capstone Project
Download and Install MATLAB
Data and Code Files
Tasks for Creating the Taxi Regions
Tasks for Exploring and Cleaning the Taxi Data
Tasks for Creating the Grouped Summary Table
Exploring the Taxi Data by Region
Exploring the Grouped Summary Table
Create and Evaluate Features
Introduction to Module 2
Your Tasks for the Module
Create the Response Variable
Creating and Evaluating Features
Exploring the Demand for Taxis
Which Features are Important?
Apply Machine Learning
Introduction to Module 3
Preparing for Your Final Report
Your Modeling Tasks
Your Analysis Tasks
Data Science Report Requirements
How Does Your Model Perform?
Communicate Your Results
Storytelling in Data Science
Introduction to Module 4
Share Your Results
Complete the Course Survey
Data Science Project: MATLAB for the Real World at Coursera Admission Process
Important Dates
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