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Completed by Charles Tang

February 23, 2023

Approximately 2 months at 10 hours a week to complete

Charles Tang's account is verified. Coursera certifies their successful completion of DeepLearning.AI TensorFlow: Advanced Techniques Specialization.

Course Certificates Completed

Custom Models, Layers, and Loss Functions with TensorFlow

Custom and Distributed Training with TensorFlow

Advanced Computer Vision with TensorFlow

Generative Deep Learning with TensorFlow

TensorFlow: Advanced Techniques

DeepLearning.AI

4.8 (1,473 ratings)

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35K Students Enrolled

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What you will learn

Understand the underlying basis of the Functional API and build exotic non-sequential model types, custom loss functions, and layers.
Learn optimization and how to use GradientTape & Autograph, optimize training in different environments with multiple processors and chip types.
Practice object detection, image segmentation, and visual interpretation of convolutions.
Explore generative deep learning, and how AIs can create new content, from Style Transfer through Auto Encoding and VAEs to GANs.

Skills you will gain

Model Interpretability
Object Detection
Custom and Exotic Models
Generative Machine Learning
Custom Training Loops

View certificate for Charles Tang, TensorFlow: Advanced Techniques, offered through Coursera. Congratulations! You have completed all four courses of the TensorFlow: Advanced Techniques Specialization!

With this Specialization, you’ve expanded your knowledge of the Functional API and are ready to build exotic non-sequential model types. You learned how to optimize training in different environments with multiple processors and chip types and have also been introduced to advanced computer vision scenarios such as object detection, image segmentation, and interpreting convolutions. You’ve explored generative deep learning including the ways AIs can create new content from Style Transfer to Auto Encoding, VAEs, and GANs.

You are now equipped to build complex, custom models using TensorFlow.

Course Certificates

Earned after completing each course in the Specialization

Custom Models, Layers, and Loss Functions with TensorFlow

DeepLearning.AI

Taught by: Laurence Moroney & Eddy Shyu

Completed by: Charles Tang by January 8, 2023

At the rate of 5 hours a week, it typically takes 4 weeks to complete this course.

View this certificate

Custom and Distributed Training with TensorFlow

DeepLearning.AI

Taught by: Laurence Moroney & Eddy Shyu

Completed by: Charles Tang by January 16, 2023

At the rate of 5 hours a week, it typically takes 4 weeks to complete this course.

View this certificate

Advanced Computer Vision with TensorFlow

DeepLearning.AI

Taught by: Laurence Moroney & Eddy Shyu

Completed by: Charles Tang by January 30, 2023

At the rate of 5 hours a week, it typically takes 4 weeks to complete this course.

View this certificate

Generative Deep Learning with TensorFlow

DeepLearning.AI

Taught by: Laurence Moroney & Eddy Shyu

Completed by: Charles Tang by February 23, 2023

At the rate of 5 hours a week, it typically takes 4 weeks to complete this course.

View this certificate