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

Sponsored by Coursera for Reliance Family

211,311 already enrolled

Earn a career credential that demonstrates your expertise
4.7

(21,626 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

(21,626 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

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Industry certification
Taught in English

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  • 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
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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: Machine Learning
Category: Artificial Neural Networks
Category: Computer Programming
Category: Machine Learning Algorithms
Category: Deep Learning
Category: Applied Machine Learning
Category: Human Learning
Category: Computer Vision

Convolutional Neural Networks in TensorFlow

Course 216 hours4.7 (8,158 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: Machine Learning
Category: Deep Learning
Category: Machine Learning Algorithms
Category: Applied Machine Learning
Category: Artificial Neural Networks
Category: Computer Vision
Category: Human Learning
Category: Python Programming
Category: Computer Programming

Natural Language Processing in TensorFlow

Course 323 hours4.6 (6,491 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: Machine Learning
Category: Deep Learning
Category: Machine Learning Algorithms
Category: Python Programming
Category: Computer Programming
Category: Artificial Neural Networks
Category: Applied Machine Learning

Sequences, Time Series and Prediction

Course 421 hours4.7 (5,086 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: Machine Learning
Category: Applied Machine Learning
Category: Deep Learning
Category: Artificial Neural Networks
Category: Human Learning
Category: Machine Learning Algorithms
Category: Data Visualization

Instructor

Laurence Moroney
DeepLearning.AI
19 Courses531,926 learners

Offered by

DeepLearning.AI

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