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Data Science Capstone
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Data Science Capstone

This course is part of multiple programs. Learn more.

Course Cost

Free course

Advanced

Skill Level

5 Hours

Self-paced Video lessons

This course cannot be purchased separately - to access the complete learning experience, graded assignments, and earn certificates, you'll need to enroll in the full Data Science Specialization or Data Science: Statistics and Machine Learning Specialization program. You can audit this specific course for free to explore the content, which includes access to course materials and lectures. This allows you to learn at your own pace without any financial commitment.

4.5

36,849 Enrolled

English

4.5

36,849 Enrolled

English

What you'll learn

  • Create a usable public data product

  • Apply exploratory data analysis techniques

  • Build efficient prediction models

  • Develop presentation materials

  • Implement natural language processing

  • Demonstrate end-to-end project execution

Skills you'll gain

Data Science
Machine Learning
R Programming
Natural Language Processing
Predictive Modeling
Data Analysis
Data Visualization
Statistical Analysis
Project Management
Presentation Skills

This course includes:

0.4 Hours PreRecorded video

3 quizzes

Access on Mobile, Tablet, Desktop

FullTime access

Shareable certificate

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Share your certificate with prospective employers and your professional network on LinkedIn.

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Certificate
Certificate

Get a Completion Certificate

Share your certificate with prospective employers and your professional network on LinkedIn.

CREATED BY

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PROVIDED BY

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Top companies offer this course to their employees

Top companies provide this course to enhance their employees' skills, ensuring they excel in handling complex projects and drive organizational success.

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There are 7 modules in this course

This capstone project course enables students to create a practical data product that showcases their data science skills to potential employers. Working with real-world problems and industry partners, students develop a complete data science project from problem understanding to final presentation. The curriculum covers data acquisition, exploratory analysis, predictive modeling, and creation of a data product with accompanying presentation materials.

Overview, Understanding the Problem, and Getting the Data

Module 1 · 1 Hours to complete

Exploratory Data Analysis and Modeling

Module 2 · 1 Hours to complete

Prediction Model

Module 3 · 41 Minutes to complete

Creative Exploration

Module 4 · 40 Minutes to complete

Data Product

Module 5 · 11 Minutes to complete

Slide Deck

Module 6 · 10 Minutes to complete

Final Project Submission and Evaluation

Module 7 · 1 Hours to complete

Reviews

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Data Science Capstone

Advanced

Skill Level

5 Hours

Self-paced Video lessons

Course Cost

Free course

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.