Lesson 1
Introduction to Data Wrangling
You will learn what data wrangling is and why it matters. And you will see a real-world example of data wrangling and some common misconceptions about data wrangling.
Advanced Data Wrangling
Course
Data wrangling is a set of processes for turning raw and messy data into a clean format to answer interesting questions from the data. In this course, you will learn the three phases of data wrangling: gathering, assessing, and cleaning data.
Data wrangling is a set of processes for turning raw and messy data into a clean format to answer interesting questions from the data. In this course, you will learn the three phases of data wrangling: gathering, assessing, and cleaning data.
4 weeks
Real-world Projects
Completion Certificate
Last Updated August 15, 2023
No experience required
Course Lessons
Lesson 2
Gathering Data
You will learn to implement data gathering methods to obtain and extract data from various sources and in several popular data formats.
Lesson 3
Assessing Data
You will learn to identify different data quality and structural issues and apply visual and programmatic assessments to catch them.
Lesson 4
Cleaning Data
You will learn to remediate the issues you identified in the assessment stage and test that your data cleaning is successful.
Lesson 5 • Project
Real World Data Wrangling with Python
You will apply the skills you acquired in the course by gathering, assessing, and cleaning multiple real-world datasets of your choice.
Taught By The Best
Ria Cheruvu
Intel NEX AI Ethics Lead Architect
Ria is Intel NEX AI Ethics Lead Architect, leading trustworthy AI. She is an emerging industry speaker and has a master's in data science from Harvard University. Ria previously served as a Teaching Fellow for Harvard's 2021 Data Science graduate curriculum and Lead Instructor for Eduonix's ML Deployment course.
Taught By The Best
Ria Cheruvu
Intel NEX AI Ethics Lead Architect
Ria is Intel NEX AI Ethics Lead Architect, leading trustworthy AI. She is an emerging industry speaker and has a master's in data science from Harvard University. Ria previously served as a Teaching Fellow for Harvard's 2021 Data Science graduate curriculum and Lead Instructor for Eduonix's ML Deployment course.
Get Started Today
Advanced Data Wrangling