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.
This skill path includes
15,165 learners enrolled
This skill path includes
  • Skill level

  • Time to complete

    Average based on combined completion rates — individual pacing in lessons, projects, and quizzes may vary
    10 hours
  • Projects

  • Prerequisites

    1 course
    We suggest you complete the following courses before you get started with Build Deep Learning Models with TensorFlow:
    • Learn Machine Learning

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!

  • Certificate of completion available with Plus or Pro

    Earn a certificate of completion and showcase your accomplishment on your resume or LinkedIn.

The platform

Hands-on learning

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Earn a certificate of completion

Show your network you've done the work by earning a certificate of completion for each course or path you finish.
  • Show proofReceive a certificate that demonstrates you've completed a course or path.
  • Build a collectionThe more courses and paths you complete, the more certificates you collect.
  • Share with your networkEasily add certificates of completion to your LinkedIn profile to share your accomplishments.

Reviews from learners

  • The progress I have made since starting to use codecademy is immense! I can study for short periods or long periods at my own convenience - mostly late in the evenings.
    Codecademy Learner @ USA
  • I felt like I learned months in a week. I love how Codecademy uses learning by practice and gives great challenges to help the learner to understand a new concept and subject.
    Codecademy Learner @ UK
  • Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.
    Codecademy Learner @ USA

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How it works

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  2. Get step-by-step guidance

    We guide you through exactly where to start and what to learn next to build a new skill.
  3. Get there quickly

    We’ve hand-picked the content in each Skill Path to fast-track your journey and help you gain a new skill in just a few months.

Ready to learn a new skill?

Get started on Build Deep Learning Models with TensorFlow with a free Codecademy account.

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.