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4,526 个评分


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


Mar 21, 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.


251 - Sequences, Time Series and Prediction 的 275 个评论(共 716 个)

创建者 Oscar D D L T

Aug 25, 2020

Excelente curso muy buen contenido y ejercicios muy intersantes y explicativos

创建者 Mohammad F

Jun 13, 2020

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

创建者 Victor C

Jan 26, 2020

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

创建者 Aman A

Dec 6, 2019

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

创建者 George M

Jan 22, 2021

Enjoyed the approach to introducing us into the time series prediction ideas.

创建者 Tina H

May 12, 2020

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

创建者 Kiran S N

Apr 23, 2020

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

创建者 Hemant Y

Jun 6, 2020

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

创建者 Antti R

Nov 8, 2019

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

创建者 Haoran C

Sep 11, 2019

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

创建者 Francesco F

Feb 19, 2022

Very complete practice. Perfect Complement of Deep Learning Specialization.

创建者 majid h

May 15, 2020

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

创建者 Akhil K

Oct 11, 2019

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

创建者 Aditya B

Dec 21, 2020

Very good and insightful! Thank you for delivering this practical course!!

创建者 Parma R R

Jan 30, 2022

Such an amazing journey! Thank you Mr. Laurence Moroney and Mr. Andrew Ng

创建者 Nitin K M

Dec 30, 2019

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

创建者 Royce R R M

Nov 6, 2020

its an awesome course that explains a lot of the NN used for time series

创建者 Alejandro F

Apr 30, 2020

Oh this course was a delight. I had so much fun and learned quite a lot.

创建者 Dipak R R

Apr 8, 2020

One of the best course I have seen, code is well explained line by line.

创建者 Roozbeh G

Oct 17, 2019

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

创建者 Alan F T

Oct 10, 2020

Excellent course with real practical examples and great walk throughs.

创建者 Mostafa G

Aug 5, 2019

Excellent course to take after completing Deep Learning Specialization

创建者 Fabiana C R

Feb 13, 2021

Good course. I just wished they would cover multivariate time series.

创建者 Thar H S

Jun 18, 2020

It really simple and useful for my career. Thank you for teaching me.

创建者 Abhiram V

Mar 1, 2020

The content and visualization helps to understand the problem so well