Tensorflow: Advanced Techniques Specialization

Understand the underlying footing of the Functional API as well as construct exotic non-sequential model types, custom loss functions, too layers.

Learn optimization and how to function GradientTape & Autograph, optimize preparation inward dissimilar environments with multiple processors together with chip types.

Practice object detection, picture partition, too visual interpretation of convolutions.

Explore generative deep learning, as well as how AIs tin can make new content, from Style Transfer through Auto Encoding too VAEs to GANs.

TensorFlow is an stop-to-cease open up-rootage platform for car learning. It has a comprehensive, flexible ecosystem of tools, libraries, as well as community resources that lets researchers force the state-of-the-art in ML, as well as developers easily make and deploy ML-powered applications. TensorFlow is usually used for machine learning applications such every bit vocalism recognition as well as detection, Google Translate, image recognition, too natural language processing.

Expand your noesis of the Functional API and construct exotic non-sequential model types. Learn how to optimize grooming inward unlike environments amongst multiple processors in addition to fleck types too go introduced to advanced figurer vision scenarios such equally object detection, image partitioning, as well as interpreting convolutions. Explore generative deep learning including the ways AIs tin make new content from Style Transfer to Auto Encoding, VAEs, as well as GANs.

This Specialization is for software too motorcar learning engineers alongside a foundational agreement of TensorFlow who are looking to expand their knowledge together with skill prepare past learning advanced TensorFlow features to construct powerful models. 

Looking for a place to offset? Master foundational basics alongside the 

DeepLearning.AI TensorFlow Developer Professional Certificate

. 

Ready to deploy your models to the world? Learn how to go alive amongst the 

TensorFlow: Data too Deployment Specialization

.

In this Specialization, you lot will arrive at practical knowledge of in addition to hands-on training inwards advanced TensorFlow techniques such equally mode transfer, object detection, together with generative car learning.

Course ane: Understand the underlying ground of the Functional API too construct exotic non-sequential model types, custom loss functions, as well as layers. 

Course two: Learn how optimization works together with how to purpose GradientTape in addition to Autograph. Optimize preparation in different environments with multiple processors together with flake types.

Course iii: Practice object detection, ikon sectionalization, too visual interpretation of convolutions.

Course four: Explore generative deep learning in addition to how AIs tin make new content, from Style Transfer through Auto Encoding as well as VAEs to Generative Adversarial Networks.