Introduction to Data Science
COM SCI X 450.1
This course covers the key knowledge domains in data science, including data development and management, machine learning and natural language processing, statistical analysis, data visualization, and inference.
READ MORE ABOUT THIS COURSE
Fall
Winter
Spring
Summer
Starting at $1,095.00
As few as 10 weeks
What you can learn.
Understand the role of a data scientist
Apply big data management and visualization techniques
Practice programing in Python and R
Get insights on natural language processing
Explore data modeling and algorithm development
About this course:
Get an introduction to the foundational concepts and techniques behind data science and its applications. Students will learn about programming languages including Python and R, and receive a primer on natural language processing, big data management and visualization techniques. The course will conclude with an overview of data modeling and machine learning algorithm development.
Prerequisites
Students are expected to have basic Python programming and basic statistics skills. If you do not have these skills, we suggest taking
COM SCI X 450.00 Data Science Fundamentals before taking COM SCI X 450.1 Introduction to Data Science.
Winter 2025 Schedule
January 7
- March 11
Tuesday 6:00PM - 9:30PM PT
Available
See Details
Notes
Enrollment limited; early enrollment advised. Visitors not permitted.
Enrollment deadline: January 20th, 2025
Refund Deadline
No refunds after January 20, 2025
Course Requirements
Internet access required to retrieve course materials.
Machine Learning and Data Science: An Introduction to Statistical Learning Methods with R
(Optional)
The Art of R Programming: A Tour of Statistical Software Design
Schedule
Discussion
Tue Jan 7, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Jan 14, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Jan 21, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Jan 28, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Feb 4, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Feb 11, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Feb 18, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Feb 25, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Mar 4, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Mar 11, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
January 6
- March 17
This section has no set meeting times.
Available
See Details
Notes
Enrollment limited; early enrollment advised. Enrollment deadline: January 20th, 2025
Refund Deadline
No refunds after January 10, 2025
Course Requirements
Internet access required to retrieve course materials.
Data Science Concepts and Techniques with Applications
©2020
Springer
ISBN 9811561354
January 6
- March 17
This section has no set meeting times.
Available
See Details
Notes
Enrollment limited; early enrollment advised. Enrollment deadline: January 20th, 2025
Refund Deadline
No refunds after January 10, 2025
Course Requirements
Internet access required to retrieve course materials.
Data Science Concepts and Techniques with Applications
©2020
Springer
ISBN 9811561354
Spring 2025 Schedule
April 1
- June 3
Tuesday 6:00PM - 9:30PM PT
Future Offering (Opens February 03, 2025 12:00:00 AM)
See Details
Notes
Enrollment limited; early enrollment advised. Visitors not permitted.
Enrollment deadline: April 6th, 2025
Refund Deadline
No refunds after April 14, 2025
Course Requirements
Internet access required to retrieve course materials.
Machine Learning and Data Science: An Introduction to Statistical Learning Methods with R
(Optional)
The Art of R Programming: A Tour of Statistical Software Design
Schedule
Discussion
Tue Apr 1, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Apr 8, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Apr 15, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Apr 22, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Apr 29, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue May 6, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue May 13, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue May 20, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue May 27, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
Discussion
Tue Jun 3, 2025
6:00PM PT - 9:30PM PT
UCLA Extension Lindbrook Center in WestwoodUCLA Extension Lindbrook Center 208
March 31
- June 9
This section has no set meeting times.
Future Offering (Opens February 03, 2025 12:00:00 AM)
See Details
Notes
Enrollment limited; early enrollment advised. Enrollment deadline: April 6th, 2025
Refund Deadline
No refunds after April 04, 2025
Course Requirements
Internet access required to retrieve course materials.
Data Science Concepts and Techniques with Applications
©2020
Springer
ISBN 9811561354