Skill Path

Build Deep Learning Models with TensorFlow

Use TensorFlow to build and tune deep learning models.

Includes Python, Deep Learning, Neural Networks, TensorFlow, Keras, and more.

To start this Skill Path, upgrade your plan.
12,955 learners enrolled
  • Skill level

  • Time to complete

    6 weeks
  • Certificate of completion

  • Prerequisites

    1 course

About this skill path

Deep learning is a cutting-edge form of machine learning inspired by the architecture of the human brain, but it doesn’t have to be intimidating. In this Skill Path, you will use TensorFlow and Keras to train, test, and tune neural networks for regression and classification. Along the way, you will demonstrate your skills by building actual models with real data.

Skills you'll gain

  • Train and tune neural networks
  • Run regression and classification models
  • Choose the right model for the job


7 units • 6 lessons • 6 projects • 3 quizzes
  • 1

    Welcome to the Build Deep Learning Models with TensorFlow Skill Path

    Overview of material in the Build Deep Learning Models with Tensorflow skill path

  • 2

    Foundations of Deep Learning and Perceptrons

    Before developing your own models, take a dive into deep learning fundamentals!

  • 3

    Getting Started with TensorFlow

    Build your own neural networks using TensorFlow!

  • 4


    Take a dive into classification models, including image classification, with deep learning neural networks!

  • 5

    Deep Learning in the Real World

    Deeper dives into applications of deep learning and how you can use your skills to solve real-world problems!

  • 6

    Deep Learning Portfolio Project

    Put your deep learning skills to the test with your very own portfolio project!

  • 7

    Next Steps

    Next steps to take in your deep learning journey!

The platform

Hands-on learning

Don't just watch or read about someone else coding — write your own code live in our online, interactive platform. You'll even get AI-driven recommendations on what you need to review to help keep you on track.
Animated demonstration of running code in Codecademy's learning environment

Projects in this skill path

Reviews from learners

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What's included in skill paths

  • Practice Projects

    Guided projects that help you solidify the skills and concepts you're learning.
  • Assessments

    Auto-graded quizzes and immediate feedback help you reinforce your skills as you learn.
  • Certificate of Completion

    Earn a document to prove you've completed a course or path that you can share with your network.
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