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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
4,162 個評分
673 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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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.

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.

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51 - Sequences, Time Series and Prediction 的 75 個評論(共 673 個)

創建者 Lijun L

2020年4月16日

Wonderful class and it makes this complex task so simple. I really appreciate the hard work and effort from Laurence and Andrew to make this available to me. As what Laurence said, playing around those models and notebook will make a real difference on my machine learning skills. Thank you again!

創建者 Michael B

2019年10月20日

I absolutely love the deeplearning.ai courses. I previously took Andrew's course that went more into the theory, and this course was a fantastic compliment to it that focused more on putting deep learning concepts into practice via tensorflow. I look forward to any future courses they put out! :D

創建者 YUJI H

2020年8月26日

This is what I have wanted to study! When saying "Time Series Data" in the field of Deep Learning, they often only deal with text data and it means NLP. But in this course, we can study how to deal with real Time Series Data like Stock Price. Thanks for giving us the great examples of analysis!

創建者 Gautam K

2020年7月21日

This course has been very great for learning sequences, time series and prediction code implementation in TensorFlow. This course is very helpful for beginners like me who are a newbie in TensorFlow.

Overall whole specialization has been really great and a small step towards learning DNN and ML.

創建者 Daniel M

2019年11月17日

It was very nice to learn more about TensorFlow! Nice practice about real-world stuff. There's too much to learn, but I hope you get more courses in much different topics to connect all and get a better understanding of Artificial Intelligence possibilities! Thanks for teaching me this much!

創建者 AKSHAY K C

2020年4月8日

An absolute cracker of the course for Time Series and Predictions from Laurence Mooney and deeplearning.ai in a structured way building up the concepts fro the basics to real-world problems. Enjoyed every moment I did the course. Kudos to the entire team for delivering such good content.

創建者 Ed M

2019年9月23日

This is easily the best material I've seen on time series analytics using DL. Lawrence Moroney does an unbelievable job of demonstrating how to create a practical time series model using different architectures from start to finish in a completely understandable way. Thank you so much!

創建者 Philippe B

2020年1月26日

Je modélise des séries temporelles depuis des années. Une des motivations de ce cours était d'apprendre à utiliser les modèles de Deep Learning sur ce sujet. Grâce aux cours précédents et à celui-ci, je vais pouvoir concrètement utiliser ces modèles à la prévision de séries temporelles.

創建者 Ryan B

2020年6月30日

Laurence did a great job in this course. The information was compressed just enough to where I could move swiftly but also still gain deep insight & intuition into the code so I can apply the tools to other projects outside of this course. Can't wait to start the next specialization!

創建者 Martín C

2020年6月13日

Excelente curso, Laurence va explicando paso a paso, en forma detallada, como ir mejorando la DNN para obtener mejores resultados. Recomendado. ¡Lo disfruté!

Excellent course, Laurence explains step by step, in detail, how to improve the DNN for better results. Recommended. Enjoy it!

創建者 Arpit K

2020年3月26日

Amazing work by both Andrew NG and Laurence Moroney. I look forward to your next courses. Without these courses, it was very difficult for me to learn Artificial intelligence and because of these courses, I found my interest in AI. Thanks a lot, Andrew Ng for making these courses.

創建者 Kazimierz T A H

2020年4月27日

Thank you for a great set of courses! I really enjoed working with real datasets and being able to find out for myself how they worked. The content was at the right level for my Python programming ability and the Google Colab and Jupyter notebooks provided an easy place to learn.

創建者 Suresh K M

2020年4月4日

Thank you so much for providing such a great series of courses! It makes more sense as i've started from Machine Learning, Deep Learning Specialization and this TensorFlow in Practice Specialization. I'm happy that i've taken this course. I would expect to see more of the course.

創建者 Wilder R

2019年9月11日

I really enjoyed this one. The content on time series was good and I love TF2: it makes life so easy! I have done all the other courses from Andrew and at the beginning thought that this was was not going to help much. I'm really glad that Andrew and Laurence proved me wrong. :)

創建者 Gourav S

2020年11月10日

Fantastic hands on introduction to using tensorflow and resoning with it using various approaches. An amazing starting point. Should be used along with the deep learning specialization course though in case you are interested in learning the fundamentals / maths a bit better.

創建者 YOGESH H

2020年7月11日

Mr Laurence and Prof. Andrew Ng are one of the best mentors in the world with such an excellent,well framed, easy to grasp content that enables a beginner to grasp concepts and practices of such great frameworks of Deep Learning easily and provokes to learn more and more...

創建者 Syed A A

2020年8月25日

Really impressed by the work of the team. It is designed specially for the beginner to advance their career and be expert the emerging AI field. With the help of high quality videos and project based assignment one become expert hoe to deal and tackle real world problems.

創建者 Surya K

2020年4月5日

The "smaller" concepts in the videos were really the good stuff. Such as why MAE or Huber loss is better in some cases than MSE. This course was a little too "easy" since I had experience with PyTorch framework. I would recommend this course to early intermediate people.

創建者 Rishi G V

2019年9月1日

It is really an amazing course, Which gives me an core understanding of an Sequence, Time Series and Predictions concepts. Thanks for these beautiful course and especially my heartfelt thanks to our beloved lecturer Laurence Moroney and Andrew ng for these great platform

創建者 Rana A

2020年4月12日

I deal with time series quite frequently in my job and these techniques would be an interesting addition to my toolkit to get more meaningful inferences from that data. It is amazing how easy Laurence makes application of all these techniques and concepts in Tensorflow.

創建者 Rodrigo R C P

2020年6月13日

I think the goal of the course was met and the practice and examples provided are very useful. Although, it would have been nice to learn about cross validation methods for time series in order to compare and select the best model architecture for our real world data.

創建者 Mario T

2019年9月19日

Congratulations to Lawrence, great course. I did the other way: I fist went through Andrew's courses and then Lawrence's. I believe is best to have the theory on how DNN works, and then to to practice.

Thank you! I look forward for the new courses you will be offering.

創建者 Aroua G

2019年12月28日

Lots of good techniques and helper functions to work with time series. I wish there was more variety in the problems encountered (rather than prediction some time series classification for instance) but that doesn't affect the good quality of learning provided.

創建者 Richard D

2021年8月31日

Really good course which gets you up to speed of time series prediction. It was fantastic for me as I have knowledge in most of deep learning but not recurrent neural nets. I picked up what was happening fast and it only took me a day to complete the course

創建者 Tibor K

2020年9月11日

It was really refreshing to watch the recommended methods, but I think I have found a much better method for time series forecasting. In the next days I will compare what I have learned here with what I did by myself using Koopman operator based methods.