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Learner Reviews & Feedback for Sequences, Time Series and Prediction by DeepLearning.AI

3,211 ratings
518 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


Jun 07, 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


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.

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176 - 200 of 517 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 B S K

Sep 22, 2020

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

By Shafique K

Apr 29, 2020

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

By Shazib S

Oct 17, 2020

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

By Nhan T N

Oct 14, 2019

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

By Manishankar S

Apr 20, 2020

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

By Manoj P

Sep 02, 2020

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

By Armand d P

Feb 19, 2020

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

By Shankar M

May 29, 2020

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

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 Oscar D D L T

Aug 25, 2020

Excelente curso muy buen contenido y ejercicios muy intersantes y explicativos

By Mohammad F

Jun 13, 2020

This specialization is a great complement to the Deep learning specialization.

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 Tina H

May 13, 2020

Well designed with steps reasonable to learn new information with confidence.

By Kiran S N

Apr 23, 2020

The Course is amazing.this course has helped to use forecasting in Tensorflow

By Hemantkumar N Y

Jun 06, 2020

Exactly what I want to learn in forecasting time series in a meaningful way.

By Antti R

Nov 08, 2019

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

By Haoran C

Sep 11, 2019

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

By majid h

May 15, 2020

I am a CS ph.D. student. It helped me a lot in predicting time series data.

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.