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Data Science: Capstone

2 weeks long

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Brief Introduction

Show what you’ve learned from the Professional Certificate Program in Data Science.

Course Summary

The Data Science Capstone course is designed to give students an opportunity to apply what they have learned in the previous courses to a real-world data science project. Students will work on a project of their choosing, with mentorship from industry professionals and faculty members.

Key Learning Points

Hands-on experience with a data science project
Mentorship from industry professionals and faculty members
Opportunity to apply skills learned in previous courses

Learning Outcomes

Apply data science knowledge to a real-world project
Work with industry professionals and faculty members
Gain experience in project management and communication

Prerequisites or good to have knowledge before taking this course

Completion of previous data science courses
Basic programming knowledge

Course Difficulty Level

Advanced

Course Format

Online
Self-paced

Similar Courses

Applied Data Science Capstone
Data Science Essentials

Related Education Paths

Notable People in This Field

Kirk Borne
Hilary Mason

Related Books

Description

Course description

To become an expert data scientist you need practice and experience. By completing this capstone project you will get an opportunity to apply the knowledge and skills in R data analysis that you have gained throughout the series. This final project will test your skills in data visualization, probability, inference and modeling, data wrangling, data organization, regression, and machine learning.

Unlike the rest of our Professional Certificate Program in Data Science, in this course, you will receive much less guidance from the instructors. When you complete the project you will have a data product to show off to potential employers or educational programs, a strong indicator of your expertise in the field of data science.

Knowledge

What you'll learn
How to apply the knowledge base and skills learned throughout the series to a real-world problem
Independently work on a data analysis project

Summary of User Reviews

Discover the Data Science Capstone course from Harvard University and improve your skills in data science. This course has received positive reviews from users who found it to be comprehensive and challenging, with a focus on real-world problem-solving.

Key Aspect Users Liked About This Course

The course provides a comprehensive and challenging approach to data science, with a focus on real-world problem-solving.

Pros from User Reviews

Covers a wide range of topics in data science
Instructors are knowledgeable and engaging
Real-world projects provide practical experience
Course materials are well-organized and easy to follow
Good preparation for a career in data science

Cons from User Reviews

Requires a significant time commitment
Some users found the course to be too challenging
Limited interaction with instructors and other students
Not suitable for beginners with no prior experience in data science
Expensive compared to other online courses

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