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Learner Reviews & Feedback for Deep Learning with Keras and Tensorflow by IBM

4.4

stars

893 ratings

About the Course

Deep learning is revolutionizing many fields, including computer vision, natural language processing, and robotics. In addition, Keras, a high-level neural networks API written in Python, has become an essential part of TensorFlow, making deep learning accessible and straightforward. Mastering these techniques will open many opportunities in research and industry. You will learn to create custom layers and models in Keras and integrate Keras with TensorFlow 2.x for enhanced functionality. You will develop advanced convolutional neural networks (CNNs) using Keras. You will also build transformer models for sequential data and time series using TensorFlow with Keras. The course also covers the principles of unsupervised learning in Keras and TensorFlow for model optimization and custom training loops. Finally, you will develop and train deep Q-networks (DQNs) with Keras for reinforcement learning tasks (an overview of Generative Modeling and Reinforcement Learning is provided). You will be able to practice the concepts learned using hands-on labs in each lesson. A culminating final project in the last module will provide you an opportunity to apply your knowledge to build a Classification Model using transfer learning. This course is suitable for all aspiring AI engineers who want to learn TensorFlow and Keras. It requires a working knowledge of Python programming and basic mathematical concepts such as gradients and matrices, as well as fundamentals of Deep Learning using Keras....

Top reviews

Feb 4, 2025

I have seen a lot of people explaining different things in Deep Learning, but I must admit, this course should be given 10 on 10 for covering everything theory to code, basics to advanced.

Jul 3, 2020

Deep Learning made me feel that there is a way to build models and classify data so easily and in a skillful way. Amazing course!

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51 - 75 of 194 Reviews for Deep Learning with Keras and Tensorflow

By ABIJURU B

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Oct 6, 2023

Explanation is fantastic for both concepts and practice.

By Thar H S

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Mar 2, 2020

Thank a lot for this course! It quick and really useful.

By Farhad A

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Apr 18, 2020

Thank you for your generosity to share your knowledge

By Abdullaev S

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Apr 1, 2021

Thanks for opportunity! This course is very helpful!

By Medha J

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Jul 8, 2022

gives best knowledge about tensors and autoencoders

By 林靖翰

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Jul 31, 2021

The teaching of this course is clear and complete

By Vivian L

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May 7, 2020

Amazing Course! Simple and distinct explanation!

By SHIVAM 2

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Jan 1, 2024

great experience and course is really thorough.

By COURAGE B

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Mar 9, 2024

Great course! Well explained all the concepts.

By Tejas S

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Sep 26, 2024

clear explanations and high quality labs

By Osvaldo T

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Aug 17, 2021

tthe ourse is very usefull and explained

By Xin H

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Jun 4, 2020

practical course with easy math methods

By Krish g

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Jun 3, 2020

Fabulous course , easily understandable

By MD. S I

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Aug 31, 2020

Please upgrade to Tensor Flow 2.0

By Wess H

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Jun 8, 2020

Good and well explained course !

By Timi K

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Jul 21, 2020

Thank you! I enjoyed the course

By Russell C

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Feb 19, 2022

Excellent hands-on learning!

By Haroon

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Feb 12, 2025

Course is great. Go for it.

By Hana T

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Feb 7, 2024

THIS COURSE IS EXCELLENT

By Mohd N K

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May 27, 2020

very clearly explained

By Nadeem K

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Jan 17, 2024

Great one, I loved it

By M M A

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Jul 7, 2020

Really a good course

By Aryan K

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Nov 1, 2023

Very nice explained

By Vivek K G

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Jul 26, 2020

Good Course Content

By Mel A

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Jul 17, 2020

Intuitive hands-on.