AI Engineer

AI engineers build software products around machine learning models. They prepare data, train or adapt models, including large language models, and put them into production as reliable services that can be monitored and improved.

  • 4 courses· 1 coming soon
  • 25 lessons
  • ~15h
  • Beginner to Advanced

If you like

  • Building things that learn from data
  • Programming and math together
  • Following and trying new technology

Skills you will build

  • Python
  • Machine learning
  • Deep learning
  • NLP and large language models
  • Data preparation
  • Model deployment and monitoring
  • Algorithms and data structures

Typical job titles

  • AI Engineer
  • Machine Learning Engineer
  • MLOps Engineer
  • Applied AI Developer
Start the pathCourses in this path

Courses in this path

Take them in order, from Beginner to Advanced. A course you finish counts in every career path that includes it.

Beginner

  2. Course 2 of 4Beginner

    Data Science

    Why this course: Statistics, Python for data and visualization: the toolkit for preparing and understanding training data.

    • 8 lessons
    • ~4h
    • Not started
    0 of 8 lessons done
    Open course Course map

Intermediate

  1. Course 3 of 4Intermediate

    Artificial Intelligence

    Why this course: Machine learning, deep learning, NLP, large language models and generative AI: the models you will build products with.

    • 9 lessons
    • ~5h
    • Not started
    0 of 9 lessons done
    Open course Course map

Advanced

  1. Course 4 of 4Advanced Coming soon

    Deploying Models: MLOps

    Packaging, serving, monitoring and retraining machine learning models in production.

    Why this course: Taking a model to production: packaging, serving, monitoring and retraining.

    This course is being written. It will open here when its first lessons are published.

Completing this path

Finish every course of the path to complete it. Each course you finish earns its own certificate of completion.

Course certificates

  • Data Structures & Algorithms8 lessons left
  • Data Science8 lessons left
  • Artificial Intelligence9 lessons left
  • Deploying Models: MLOpsComing soon

There is no separate certificate for a whole path yet: your proof is the certificate of each course, which anyone can verify.

All career paths