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Intro to TensorFlow for Deep Learning FREE

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author Udacity (299 courses)

updated 03/05/2022

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Learn how to build deep learning applications with TensorFlow. 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.Learn how to build deep learning applications with TensorFlow. 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.Developed by Google and Udacity, this course teaches a practical approach to deep learning for software developers.

Lessons
1) Introduction to Machine Learning 20 views link to external resource
2) Your First Model: Fashion MNIST 26 views link to external resource
3) Introduction to Convolutional Neural Networks ("CNNs") 20 views link to external resource
4) Going Further with CNNs 26 views link to external resource
5) Transfer Learning 34 views link to external resource
6) Saving and Loading Models 15 views link to external resource
7) Time Series Forecasting 16 views link to external resource
8) Introduction to TensorFlow Lite 24 views link to external resource