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Data Science Project: MATLAB for the Real World

Approx. 13 hours to complete

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Course Summary

This course focuses on using MATLAB for data analysis, visualization, and modeling. Students will work on a capstone project that involves solving a real-world problem using MATLAB.

Key Learning Points

Learn how to use MATLAB for data analysis, visualization, and modeling
Work on a capstone project to solve a real-world problem
Get hands-on experience with MATLAB

Job Positions & Salaries of people who have taken this course might have

Data Analyst
- USA: $65,000 - $120,000
- India: ₹300,000 - ₹2,000,000
- Spain: €25,000 - €50,000
Research Scientist
- USA: $70,000 - $150,000
- India: ₹500,000 - ₹3,000,000
- Spain: €30,000 - €60,000
Mathematical Modeler
- USA: $80,000 - $130,000
- India: ₹600,000 - ₹2,500,000
- Spain: €35,000 - €55,000

Learning Outcomes

Gain proficiency in MATLAB
Develop skills in data analysis, visualization, and modeling
Solve a real-world problem using MATLAB

Prerequisites or good to have knowledge before taking this course

Basic knowledge of programming concepts
Familiarity with MATLAB

Course Difficulty Level

Intermediate

Course Format

Online
Self-paced

Similar Courses

Python for Data Science
R Programming

Related Education Paths

Notable People in This Field

Steve Eddins
Loren Shure

Related Books

Description

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.

Outline

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
Conclusion of Practical Data Science with MATLAB
Introduction to Module 4
Share Your Results
Complete the Course Survey

Summary of User Reviews

The Matlab Capstone course on Coursera has received positive reviews from students. The course covers various topics related to Matlab and provides practical projects. One key aspect that many users thought was good is the hands-on approach to learning.

Pros from User Reviews

Practical projects provide hands-on learning experience
The course is well-structured and covers various topics related to Matlab
Instructors are knowledgeable and provide clear explanations

Cons from User Reviews

Some students found the course challenging and difficult to understand
Not suitable for beginners with no prior knowledge of Matlab
Some students found the course too theoretical

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