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1,367 ratings
222 reviews

About the Course

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....

Top reviews


Mar 22, 2020

Really like the focus on practical application and demonstrating the latest capability of TensorFlow. As mentioned in the course, it is a great compliment to Andrew Ng's Deep Learning Specialization.


Aug 04, 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.

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76 - 100 of 221 Reviews for Sequences, Time Series and Prediction

By 楊惇昱

Nov 25, 2019

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

By Graham S

Aug 27, 2019

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

By Nhan T N

Oct 14, 2019

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

By Armand d P

Feb 19, 2020

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

By Sanjay M

Aug 16, 2019

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

By Yuning C

Aug 12, 2019

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

By Colin M

Aug 03, 2019

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

By Victor C

Jan 27, 2020

after andrew's course, this course is really helpful for learning a new tool

By Bilash A

Dec 06, 2019

Very well designed course. This course helped me to quickly pickup Tensorflow.

By Antti R

Nov 08, 2019

Very nice collection of useful tools for machine learning and deep learning.

By 陈浩然

Sep 11, 2019

Conv3D may be another good tool for prediction of sequences and time series.

By Akhil K P

Oct 11, 2019

It is a very good ready to go and really a practical example driven Course.

By Nitin K M

Dec 30, 2019

The courses are well oriented and give a good introduction to TensorFlow.

By Roozbeh G

Oct 17, 2019

Short, effective, and practical. Some of the best material in the field.

By Mostafa G

Aug 05, 2019

Excellent course to take after completing Deep Learning Specialization

By Abhiram V

Mar 01, 2020

The content and visualization helps to understand the problem so well

By Jeferson F

Sep 11, 2019

Very good course! I liked it very much! Thanks for all this knowledge

By Kota M

Aug 11, 2019

I think there should be graded problem sets for effective learning.

By Karunanidhi M

Sep 19, 2019

Helped me solve a real-time Prediction Challenge Excellent Course.

By Maxime C

Mar 07, 2020

Great course. A second course with more complex models is needed

By Chandresekaran V

Dec 02, 2019

One of the best course in coursera, looking forward more courses

By afshin m

Jan 18, 2020

This course is much better organized than the NLP (3rd) course.

By Francisco R

Mar 06, 2020

I would have to do more exercises with multivariate, multistep

By Ahmed O

Oct 03, 2019

great course, It really simplifies a lot of important concepts

By Ahmet K

Dec 30, 2019

Easy to learn and follow, thanks guys. Thank you coursera...