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Small Datasets in Machine Learning

Learn to clean messy data, uncover trends, and create compelling visualizations. Build fluency with Python, Pandas, and Matplotlib while applying advanced wrangling techniques to deliver clear, data-driven insights.

  • Course
  • Intermediate
  • 8 hours
  • Updated: Oct 5, 2025

Subscription · Monthly

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  • Unlimited access to hundreds of top-rated courses
  • Hands-on projects with expert feedback
  • Personalized career coaching and interview prep
  • Program Certificates

Skills you'll learn

3 skills

  • Transfer learning
  • Linear regression
  • Variational autoencoders

Prerequisites

4 prerequisites

Prior to enrolling, you should have the following knowledge:

  • Intermediate Python
  • Inferential statistics
  • Basic machine learning
  • Basic descriptive statistics

You will also need to be able to communicate fluently and professionally in written and spoken English.

Course Outline

  • 5 lessons
  • 1 project

Program Instructors

1 instructor

Unlike typical professors, our instructors come from Fortune 500 and Global 2000 companies and have demonstrated leadership and expertise in their professions:

Matt Swaffer

General Manager, MBS

Matt Swaffer

General Manager, MBS

Subscription · Monthly

  • Cancel Anytime
  • Unlimited access to hundreds of top-rated courses
  • Hands-on projects with expert feedback
  • Personalized career coaching and interview prep
  • Program Certificates

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