Chevron Left
返回到 Custom and Distributed Training with TensorFlow

學生對 deeplearning.ai 提供的 Custom and Distributed Training with TensorFlow 的評價和反饋

4.8
260 個評分
38 條評論

課程概述

In this course, you will: • Learn about Tensor objects, the fundamental building blocks of TensorFlow, understand the difference between the eager and graph modes in TensorFlow, and learn how to use a TensorFlow tool to calculate gradients. • Build your own custom training loops using GradientTape and TensorFlow Datasets to gain more flexibility and visibility with your model training. • Learn about the benefits of generating code that runs in graph mode, take a peek at what graph code looks like, and practice generating this more efficient code automatically with TensorFlow’s tools. • Harness the power of distributed training to process more data and train larger models, faster, get an overview of various distributed training strategies, and practice working with a strategy that trains on multiple GPU cores, and another that trains on multiple TPU cores. The DeepLearning.AI TensorFlow: Advanced Techniques Specialization introduces the features of TensorFlow that provide learners with more control over their model architecture and tools that help them create and train advanced ML models. This Specialization is for early and mid-career software and machine learning engineers with a foundational understanding of TensorFlow who are looking to expand their knowledge and skill set by learning advanced TensorFlow features to build powerful models....

熱門審閱

VV
2022年1月8日

Another great course by Moroney sir. Loved how TF can be used to train models using different strategies. A great intro to the deep applications of TensorFlow

GJ
2021年12月11日

It was helpful to learn the details of the optimization by using GradientTape and manually updating the parameters for every iteration.

篩選依據:

26 - Custom and Distributed Training with TensorFlow 的 38 個評論(共 38 個)

創建者 Ed H N C

2021年1月23日

Its getting difficult.

創建者 Jorge S

2021年3月29日

Best content around !

創建者 M. A A

2021年2月11日

Great Instructor.

創建者 Alysson M

2021年7月18日

Excelente curso!

創建者 Alexander A

2021年8月29日

Great course!

創建者 Javier B

2021年7月6日

very nice

創建者 Hoang D

2021年12月26日

useful

創建者 Pramit D

2021年2月10日

75% of the course was good. Many of the topics were very interesting i.e. how default functions work and all. But the last weak was too hard and was not explained well. Again, it was suggested to use slack instead of discussion forums. But the mentors didn't respond to my query. Hence, the course is a good course and worth taking.

創建者 Giora S

2021年1月15日

This course was much more detailed, I liked it. I hope there's a TF course down the road which really gets into all those numpy-like TF functions and APIs and how to use them for complex layers and losses.

創建者 Stephen N

2021年4月8日

For a newbie (me) this course helps me to know something new but it's not much helpful for my current job now

創建者 Pranjal J

2022年1月1日

The course provides under-the-hood insights of Keras APIs and gives in-depth review of native TF APIs

創建者 Duc A L

2021年10月19日

Week 03 Grader is error

創建者 Wendy W Y M

2020年12月18日

nothing here that I can't get from just reading the docs...