Professional CertificateIntermediate

TensorFlow Developer Professional Certificate

Instructor: Laurence Moroney

DeepLearning.AI

What you'll learn

  • Best practices for TensorFlow, a popular open-source machine learning framework to train a neural network for computer vision applications.

  • Handle real-world image data and explore strategies to prevent overfitting, including augmentation and dropout.

  • Build natural language processing systems using TensorFlow.

  • Apply RNNs, GRUs, and LSTMs as you train them using text repositories.

The TensorFlow Developer Professional Certificate Specialization is aimed at developers who want to learn about TensorFlow to build AI applications: learn the basics on how to use TensorFlow to build, train, and optimize deep neural networks and dive deep into Computer Vision, Natural Language Processing, and Time Series Analysis.

TensorFlow is one of the most in-demand and popular open-source deep learning frameworks available today. The DeepLearning.AI TensorFlow Developer Professional Certificate program teaches you applied machine learning skills with TensorFlow so you can build and train powerful models.

In this hands-on, four-course Professional Certificate program, you’ll learn the necessary tools to build scalable AI-powered applications with TensorFlow. After finishing this program, you’ll be able to apply your new TensorFlow skills to a wide range of problems and projects. This program can help you prepare for the Google TensorFlow Certificate exam and bring you one step closer to achieving the Google TensorFlow Certificate.

Who should join?

This is a hands-on specialization for developers who want to learn TensorFlow to build AI applications. A high-school level of mathematics and prior experience with Python will help learners get the most out of this class. Prior machine learning or deep learning knowledge is helpful but not required.

Enroll now and propel your career forward with cutting-edge skills and hands-on experience!

Course Outline

Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning

This course is part of TensorFlow Developer Professional Certificate

Instructor

Laurence Moroney

Laurence Moroney

Former AI Lead at Google

Course Slides

You can download the annotated version of the course slides below.

*Note: The slides might not reflect the latest course video slides. Please refer to the lecture videos for the most up-to-date information. We encourage you to make your own notes.

Frequently Asked Questions

I have questions about my DeepLearning.AI Pro subscription, whom can I ask?
How much does a Pro membership cost?

The DeepLearning.AI Pro membership costs $25/mo billed annually and $30/mo billed monthly.

More pricing details are available on the membership page.

Important details:

  • All prices are listed in USD
  • Payments are processed securely via Stripe
  • Taxes may apply depending on your location
Will I receive a certificate at the end of the Professional Certificate?

Yes! You’ll earn a certificate upon completing the program.

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Also available on Coursera