Data Science Beginner Essential

Data Preprocessing for ML

Clean and prepare datasets

4.1 (140 reviews)
870 students
3 weeks
9 lessons
a
Instructor
Lisa Brown
Data Scientist
Data Preprocessing for ML
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This course includes:
  • 9 on-demand video lessons
  • Downloadable resources & code
  • GPU-powered sandbox environment
  • Lifetime access & updates
  • Certificate of completion

What You'll Learn

Clean datasets
Create features

About This Course

Master data cleaning and feature preparation techniques.

This course has been meticulously designed to balance theory with practice. Each module builds on the last, ensuring you have a rock-solid foundation before advancing. You'll complete real projects that you can add to your portfolio, and have access to our community of 870+ fellow learners.

Course Curriculum

01
Data Cleaning
3 lessons
Lesson 1: Data Cleaning — Part 1
Lesson 2: Data Cleaning — Part 2
Lesson 3: Data Cleaning — Part 3
02
Feature Engineering
3 lessons
Lesson 1: Feature Engineering — Part 1
Lesson 2: Feature Engineering — Part 2
Lesson 3: Feature Engineering — Part 3
03
Pipelines
3 lessons
Lesson 1: Pipelines — Part 1
Lesson 2: Pipelines — Part 2
Lesson 3: Pipelines — Part 3

Your Instructor

a

Lisa Brown

Data Scientist

4.1 Rating 870 Students 3 Courses

A leading expert in Data Science with over a decade of research and industry experience. Their work has been published in top-tier AI journals and they bring real-world insights that you simply can't find in textbooks.

Technologies Covered

Data Cleaning Features

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