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If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for machine learning. In this fourth course, you will learn how to build time series models in TensorFlow. You’ll first implement best practices to prepare time series data. You’ll also explore how RNNs and 1D ConvNets can be used for prediction. Finally, you’ll apply everything you’ve learned throughout the Specialization to build a sunspot prediction model using real-world data! The Machine Learning course and Deep Learning Specialization from Andrew Ng teach the most important and foundational principles of Machine Learning and Deep Learning. This new TensorFlow Specialization teaches you how to use TensorFlow to implement those principles so that you can start building and applying scalable models to real-world problems. To develop a deeper understanding of how neural networks work, we recommend that you take the Deep Learning Specialization....



Jun 6, 2020

I really enjoyed this course, especially because it combines all different components (DNN, CONV-NET, and RNN) together in one application. I look forward to taking more courses from


Aug 3, 2019

It was an amazing experience to learn from such great experts in the field and get a complete understanding of all the concepts involved and also get thorough understanding of the programming skills.


226 - Sequences, Time Series and Prediction 的 250 个评论(共 716 个)

创建者 Yunya G

Nov 13, 2020

It is quite a good course but it will more preferable if there are programming assignments

创建者 shiva m a

Aug 11, 2020

Awesome course, but insight about machine learning is required to understand the lectures

创建者 Vitalii S

Nov 25, 2019

Most interesting course. Time prediction is what I was missing. Pretty cool and exciting.

创建者 Fedor

Oct 27, 2020

Basic introduction to broad area, with wonderful examples, well-structured and presented

创建者 Mohammad E

Aug 14, 2020

As mentioned in the title of the specialization, it is a very practical course!! like it

创建者 Ansh S

Jul 15, 2020

It's gives a very good insight on using TensorFlow to implement time series nn analysis

创建者 ayoola f

Dec 2, 2020

The best TensorFlow course out there. I practically learned 70% of deep learning here.

创建者 Dr. S G

Apr 28, 2020

These 4 courses has brought a new change in my life. Promise to work and learn harder.

创建者 Deleted A

Nov 30, 2019

excellent course, after this I really recommend go to the deeplearning specialization.

创建者 楊惇昱

Nov 25, 2019

Thank you. I eager to learn Time Series Analysis. This is a great course for beginner.

创建者 Graham S

Aug 27, 2019

Great, once again. Thank you and I look forward to seeing you again on future courses!

创建者 B S K

Sep 22, 2020

Interesting course on time series . It is a one of a kind course and was well taught!

创建者 Shafique K

Apr 29, 2020

A very source of information to start practice in time series data using tensorflow.

创建者 F S

Oct 29, 2020

great course, everything is explained just enough, so you can explore them further

创建者 Shazib S

Oct 17, 2020

A very good introduction to time series and predicting their trends in tensorflow.

创建者 Thanh N N

Oct 13, 2019

Nice course, I achieved more from this course about sequence model. Thank so much!

创建者 Manishankar S

Apr 20, 2020

A wonderful course that helped me learn a lot about tensorflow, CNN, RNN and NLP.

创建者 Andrew C

Mar 6, 2021

A great course! I must push myself into some real-world cases after this course!

创建者 Manoj P

Sep 2, 2020

Simple understanding of concepts .Hands on approach .IN all an excellent course.

创建者 Armand d P

Feb 19, 2020

Super clear and concise course. I think it is great fundamental practicalnstuff.

创建者 Gokulakannan S

Dec 28, 2020

Nice course. Loved it. The programming exercises could have been better though.

创建者 Shankar M

May 29, 2020

Thank You, Laurence and Andrew! I have started to fall in love with Coursera :)

创建者 Sanjay M

Aug 16, 2019

Good course to understanding basic of time series implementation in Tensorflow.

创建者 Yuning C

Aug 12, 2019

Great course to get first hand experience of using Tensorflow on deep learning.

创建者 Colin M

Aug 3, 2019

Time series was new material and really appreciated this class for that reason.