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Learner Reviews & Feedback for Building Deep Learning Models with TensorFlow by IBM
861 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
ZR
Jul 2, 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!
DO
May 26, 2020
Not so often i wish a course would be longer and more in depth I really enjoyed using TF I'll look some other courses about it
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176 - 178 of 178 Reviews for Building Deep Learning Models with TensorFlow
By Sumika M
•Mar 1, 2022
Very badly designed. Code written in the labs is very hard to understand
By Victorita R
•Apr 22, 2024
waited a week for the labs to show as completed. pathetic
By Haimanot B
•Oct 28, 2022
I get some basic Idea about deep learning