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學生對 deeplearning.ai 提供的 Sequences, Time Series and Prediction 的評價和反饋

4.7
4,089 個評分
655 條評論

課程概述

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 deeplearning.ai 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....

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JH
2020年3月21日

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.

MI
2020年6月6日

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 deeplearning.ai.

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126 - Sequences, Time Series and Prediction 的 150 個評論(共 656 個)

創建者 Anjana K V

2019年11月26日

Thank you Laurence sir and Andrew sir for putting together this course. It gives a good foundation to learn more about deep learning and its numerous applications.

創建者 Gurpreet S

2019年8月5日

Fantastic course, starting from basic fundamentals of statistical forecasting to using Convolutional neural networks. I will use my learnings directly to my job.

創建者 santiago r z

2020年11月18日

Great courses made by great people. Every course shows how to nicely handle practical problems that need to be solved when implementing Deep Learning algorithm.

創建者 Shreyansh G

2021年2月21日

There should be more explanation on why the convolution layer was used in the time series predictions and an explanation of time series data generation code.

創建者 Olena I

2020年10月25日

Quite interesting and useful course. I wish there is more theory on LSTM embedded INTO the course, and not given as a reference to another course. Thank you!

創建者 SMRUTI R D

2020年7月22日

The practice problems could have been a bit more rigorous. you may think of prediction of stock prices as an exercise. Thanks a lot for this specialization..

創建者 Mike B

2020年6月20日

Excellent coverage of both the breadth of tooling now available in TF2.x and methods for shaping time series data so you can easily apply deep models.

創建者 Roxanne E B

2020年10月14日

That was a great Intro course for time series prediction! It was so much fun to watch the videos and the notebooks were very very helpful! Thank you!

創建者 Mauricio G

2020年2月7日

Es un poco abstracto este curso, recomiendo haber tomado el curso de Sequence Models de Andrew para poder interpretar mejor la información del curso

創建者 Ayuni

2020年6月13日

this course is strictured, clear explanations with brief videos. this is a great course to learn about machine learning especially in Tensorflow

創建者 Patrick L

2020年4月29日

It's quite useful. But it'd be great if some details could be more explicitly mentioned like the tutorial in Tensorflow. It'd be a lot clearer.

創建者 Alex F

2020年1月30日

A challenging journey to learn Sequences and Time Series to deal with the real-world, which is of much fun in the course. Let's explore together.

創建者 Lokesh B

2020年5月1日

Very insightful. Although I think, some of the quiz questions can be improved. Those questions were less related to TensorFlow or deep learning.

創建者 Tiffany K

2020年5月14日

great course! It was very helpful for implementing time series prediction strategies, and I was able to implement things I learned right away.

創建者 Rafael d S T

2020年4月5日

The course is great, I think it is much intended for beginners in Deep learning, specially those looking for the coding and practical aspects.

創建者 Carlos R M H

2020年8月25日

I really enjoyed the course. Laurence is an amazing teacher and listening to Andrew is amazing. Thank you so much for sharing your knowledge.

創建者 Rajan K

2020年9月29日

Great course to quickly add to your kitty important syntaxes to build a TF script of a Deep Learning model. Thank you Laurence and Andrew!!

創建者 Dr. V S S G - S

2020年6月16日

This course has given me a very good insight into RNN, LSTM and BiLSTM models, their implementation for time series prediction. Excellent.

創建者 Joseph O

2020年7月1日

Excellent Course!

Very practical and highly informative for both beginners and experienced professional alike.

Highly recommend this course

創建者 Carlos E

2020年6月24日

awesome course and specialization :D. I highly recommend it to anyone that wants to gain experience building DL models with Tensorflow :)

創建者 Narayana S

2020年3月18日

This course was very informational in how to build a deep learning time series model. I plan to use these techniques in my project work.

創建者 Guillermo G

2020年7月5日

Lawrence does a great job explaining all the concepts in this course. I think he's a really great teacher, and this is a great course.

創建者 ENDANG W

2021年5月28日

Thank you because with me following this lesson I can get a lot of knowledge and practice what I get by taking the quizzes provided