Interactive Course

AI Fundamentals

Learn the fundamentals of AI. No programming experience required!

  • 4 hours
  • 14 Videos
  • 49 Exercises
  • 7,546 Participants
  • 3,350 XP

Loved by learners at thousands of top companies:


Course Description

So what is all this AI fuss about? Machine Learning, Deep Learning, Predictive Analytics -- what is the reality behind the hype? How do machines actually learn and what are their limits? How can we use Machine Learning to recognize written digits, predict customer churn and find structure in Elon Musk's tweets? All this -- and much more -- is the topic of this course, which will introduce you to the world of AI in a gentle, but firm and very practical manner.

  1. 1

    Introduction to AI


    Understand the definition of AI ( “general” and “narrow”), the relationship between AI and Machine Learning, and will the robots take over the world - soon?

  2. Supervised Learning

    Learn about supervised learning, work with labeled data and train regression models.

  3. Unsupervised Learning

    Learn about unsupervised learning, divide data into clusters, detect anomalies and select the right model for the job.

  4. Deep Learning & Beyond

    Learn about deep learning, create your first neural networks, and train a model to recognize digits.

What do other learners have to say?


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Devon Edwards Joseph

Lloyd's Banking Group


“DataCamp is the top resource I recommend for learning data science.”

Louis Maiden

Harvard Business School


“DataCamp is by far my favorite website to learn from.”

Ronald Bowers

Decision Science Analytics @ USAA

Nemanja Radojković
Nemanja Radojković

Senior Data Scientist @ Dataroots

Nemanja's areas of expertise include Machine Learning, Text Mining and Computer Vision. He is currently a Senior Data Scientist at Dataroots, where he helps businesses to harvest the power of their data. He has worked with industries as varied as manufacturing, life sciences & healthcare, and transportation services & infrastructure.

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  • Hadrien Lacroix

    Hadrien Lacroix

  • Hillary Green-Lerman

    Hillary Green-Lerman

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