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.
14,747 learners enrolled
  • Skill level

    Intermediate
  • Time to complete

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

    Yes
  • 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

Syllabus

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

    Classification

    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

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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.
    Chris
    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.
    Rodrigo
    Codecademy Learner @ UK
  • Brilliant learning experience. Very interactive. Literally a game changer if you're learning on your own.
    John-Andrew
    Codecademy Learner @ USA

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How it works

Skill paths help you level-up

  1. Get a specialized skill

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    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.