What you will learn
- Why data management is central to AI applications.
- What kind of data these applications need and how to obtain or extract data for AI applications using SQL.
- How to set up your Python notebooks, use the Pandas library to work with tabular data, and visualize data using the Seaborn library.
- Why crowdsourcing is a great method for gathering data and how cognitive biases and other human factors influence data quality.
- The value of active learning in the creation of crowdsourced training data and design of crowdsourcing tasks with quality control mechanisms.
Program Overview
Expert instruction
2 skill-building courses
Self-paced
Progress at your own speed
3 months
5 - 6 hours per week
$338
USD
For the full program experience
Courses in this program
DelftX's Data Skills for Artificial Intelligence Professional Certificate
- AI Skills for Engineers: Data Engineering and Data Pipelines
- Data Creation and Collection for Artificial Intelligence via Crowdsourcing
- Job Outlook
Meet your instructors from Delft University of Technology (DelftX)
Experts from DelftX committed to teaching online learning
Get started in data science
Browse other data science coursesWhether you are looking to accelerate your career, earn a degree, or learn something for personal reasons, edX has the courses for you.