TensorFlow for Deep Learning

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Interested in learning TensorFlow for Deep Learning? This free online course from Google is the best place to start. Learn how to build deep learning applications with TensorFlow.

TensorFlow for Deep Learning course description

In this course, you’ll get hands-on experience building your own state-of-the-art image classifiers and other deep learning models. You’ll also use your TensorFlow models in the real world on mobile devices, in the cloud, and in browsers. By the end of this course, you’ll have all the skills necessary to start creating your own AI applications.

This course was developed by the TensorFlow team and Udacity as a practical approach to deep learning for software developers. You’ll get hands-on experience building your own state-of-the-art image classifiers and other deep learning models. You’ll also use your TensorFlow models in the real world on mobile devices, in the cloud, and in browsers. Finally, you’ll use advanced techniques and algorithms to work with large datasets. By the end of this course, you’ll have all the skills necessary to start creating your own AI applications.

Course content

  • Introduction to Machine Learning
  • Your first model: Fashion MNIST
  • Introduction to Convolutional Neural Networks (“CNNs”)
  • Going further with CNNs
  • Transfer Learning
  • Saving and loading models
  • Time series forecasting
  • Introduction to TensorFlow Lite

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Course Details: TensorFlow for Deep Learning

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