DeepLearning.AI
DeepLearning.AI TensorFlow Developer Professional Certificate
DeepLearning.AI

DeepLearning.AI TensorFlow Developer Professional Certificate

Learn to build AI apps with Tensorflow. Build, train, and optimize deep neural networks and dive deep into Computer Vision, Natural Language Processing, and Time Series Analysis, along with best practices and hands-on experience in one of the most in-demand deep learning frameworks.

Laurence Moroney

Instructor: Laurence Moroney

210,323 already enrolled

Earn a career credential that demonstrates your expertise
4.7

(21,597 reviews)

Intermediate level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace
Earn a career credential that demonstrates your expertise
4.7

(21,597 reviews)

Intermediate level

Recommended experience

2 months
at 10 hours a week
Flexible schedule
Learn at your own pace

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.

Details to know

Earn a career certificate

Add to your LinkedIn profile

Industry certification
Taught in English

See how employees at top companies are mastering in-demand skills

Placeholder

Advance your career with in-demand skills

  • Receive professional-level training from DeepLearning.AI
  • Demonstrate your technical proficiency
  • Earn an employer-recognized certificate from DeepLearning.AI
  • Prepare for an industry certification exam
Placeholder

Get exclusive access to career resources upon completion

  • Resume review

    Improve your resume and LinkedIn with personalized feedback

  • Interview prep

    Practice your skills with interactive tools and mock interviews

  • Career support

    Plan your career move with Coursera's job search guide

Placeholder

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV

Share it on social media and in your performance review

Placeholder

Professional Certificate - 4 course series

What you'll learn

  • Learn best practices for using TensorFlow, a popular open-source machine learning framework

  • Build a basic neural network in TensorFlow

  • Train a neural network for a computer vision application

  • Understand how to use convolutions to improve your neural network

Skills you'll gain

Category: Computer Vision
Category: Tensorflow
Category: Machine Learning

Convolutional Neural Networks in TensorFlow

Course 216 hours4.7 (8,150 ratings)

What you'll learn

  • Handle real-world image data

  • Plot loss and accuracy

  • Explore strategies to prevent overfitting, including augmentation and dropout

  • Learn transfer learning and how learned features can be extracted from models

Skills you'll gain

Category: Tensorflow
Category: Convolutional Neural Network
Category: Transfer Learning
Category: Machine Learning
Category: Dropouts
Category: Data Augmentation

Natural Language Processing in TensorFlow

Course 323 hours4.6 (6,485 ratings)

What you'll learn

  • Build natural language processing systems using TensorFlow

  • Process text, including tokenization and representing sentences as vectors

  • Apply RNNs, GRUs, and LSTMs in TensorFlow

  • Train LSTMs on existing text to create original poetry and more

Skills you'll gain

Category: RNNs
Category: Tensorflow
Category: Machine Learning
Category: Natural Language Processing
Category: Text Vectorization

Sequences, Time Series and Prediction

Course 421 hours4.7 (5,079 ratings)

What you'll learn

  • Solve time series and forecasting problems in TensorFlow

  • Prepare data for time series learning using best practices

  • Explore how RNNs and ConvNets can be used for predictions

  • Build a sunspot prediction model using real-world data

Skills you'll gain

Category: prediction
Category: Tensorflow
Category: Forecasting
Category: Time Series
Category: Machine Learning

Instructor

Laurence Moroney
DeepLearning.AI
19 Courses526,047 learners

Offered by

DeepLearning.AI

Why people choose Coursera for their career

Felipe M.
Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
Jennifer J.
Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
Larry W.
Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
Chaitanya A.
"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

New to Machine Learning? Start here.

Placeholder

Open new doors with Coursera Plus

Unlimited access to 7,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription

Advance your career with an online degree

Earn a degree from world-class universities - 100% online

Join over 3,400 global companies that choose Coursera for Business

Upskill your employees to excel in the digital economy

Frequently asked questions

¹Based on Coursera learner outcome survey responses, United States, 2021.