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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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76 - Sequences, Time Series and Prediction 的 100 個評論(共 656 個)

創建者 Ibrahim O

2019年9月3日

It has been a great time putting time into this specialization there is still more to learn which I know you guys will always try your best to release more courses that will comprehend what we've learned in this specialization.

Thank you all.

創建者 Alfredo C

2021年5月9日

Explanations are quite clear, and the examples are useful to understand how to apply different concepts. This course is helpful, after taking courses on deep learning and being familiar with concepts like LSTM, CNN, dense layers, and so on.

創建者 MD. A K A

2020年5月5日

This course helped me to learn Time Series in the same way a machine learns from data. Without having much theoretical knowledge, now I can run basic models. Thanks a lot to deeplearning.ai team for proving such a practical oriented course.

創建者 Tharindu B A

2019年8月15日

This course is amazing and above my expectations! Very good exercises, good speed, well communicated. The instructor made me feel very comfortable and was able to take many things away. Excellent content and very knowledgeable instructor!

創建者 Carlos V

2019年10月6日

Fantastic explanations and techniques to use CNN and RNN to predict time series, I learned quite a lot by taking this course thanks very much to everyone at Coursera, Google and DeepLearning.AI that contributed to this excellent content.

創建者 Yanyun H

2020年5月13日

Awesome course and amazing introduction to the time series predication using machine learning. Look forward to future more courses into more complex data scenarios. One of the best instructors I've had on Coursera. Thank you, Laurence.

創建者 Priyank S

2020年11月9日

This course provided an idea about the time series analysis with DNN's, LSTM's and CNN's which is a full package in learning neural networks. Instructors were very good and explained each and every code very thoroughly. Thank you !!

創建者 Nitish T

2019年10月3日

The best introductory course on Sequence Models. I was intimidated by this topic before taking this course. Now, after training LSTMs and RNNs by hand, I am more comfortable. Thanks to Lawrence and Andrew for such a great course.

創建者 Ourania S

2021年1月16日

It is really excited this course with so many nice different topics! Thanks a lot Laurence and Andrew for all your effort you have put on this course and moreover many thanks for transferring your knowledge in such an enjoy way!

創建者 Pavan Y

2020年6月30日

after taking Andrew's Deep Learning, this course is a logical step in two sense: 1. you can practice more 2. you do not need to write everything that are already output there through packages like TensorFlow. Excellent course!

創建者 Zeeshan A

2020年6月25日

The specialization covers brief introduction to the concepts of Computer Vision and Natural Language Processing. It introduces to TensorFlow and gives a hands-on practical experience over the tool through simple assignments.

創建者 Gaurav P

2020年6月22日

One of the best Specialization Courses In Coursera, Thank You so much Laurence for creating such a wonderful course and being such a awesome mentor and Thanks to Andrew too!! :) Looking forward to more such amazing courses.

創建者 Daniel E

2019年8月7日

The specialization was packed with best practice fundamentals and I appreciated the explanations and lab work. My only concern is the lack of business focused problem sets that might bring us more up to speed with industry.

創建者 ANMOL J

2020年9月6日

Amazing! and such a beautifully designed whole specialization that teaches you the practicality of tensorflow while holding a great understanding of indepth working!..Thank you! Lawrence and Andrew for such great courses !

創建者 Luiz C

2019年8月19日

Eventually my favourite Course of the Specialization. Clear and learning content put in practice with focuses on the challenges of choosing DNN hyper-arameters and impact on their performance. Thank you for the good work

創建者 Juan S B N

2021年1月16日

This course is great. The instructor took enough time to explain time series and how a neural network could identify the components of such time series. The introduction is great and the course material is quite useful.

創建者 David P

2020年2月2日

A great course, wrapping up the specialization. The entire specialization has been very informative and inspirational. Thank you Laurence and thank you Andrew.

Like many others, would love to see what you produce next.

創建者 Moustafa S

2020年6月28日

this is by far the best course of this specialization, even tho i'm more into Computer Vision, but this course was by far so great and helpful to work on sequences and time varying data, really appreciate the effort.

創建者 CLAUDIO C D R

2020年5月2日

This specialization provides great insight into Tensorflow. It would have been nice to see algorithms mentioned in the Deep Learning specialization, such as the YOLO algorithm, implemented in the Tensorflow framework.

創建者 Christopher G

2019年8月2日

I quickly learned a lot about how to represent time series and sequence data for prediction tasks, and how to combine different deep learning techniques together to get high-quality predictions. Another great course!

創建者 MOHAMMAD A U

2020年2月29日

Excellent course. Till now i could not imagine how to use machine learning in time dependent data. This course will help me a lot in this regard

I would like to thank Laurence Sir

and a Special thanks to Andrew Sir

創建者 Gonzalo G

2021年2月14日

Thank you for building up this awesome course, I'm finishing my final university project and this courses have been really helpful for me to add great information. I already bought the Laurence's book. Thank you!

創建者 Muhammad I

2021年4月30日

I love how comprehensive the material, in just one notebook you can derives everything that you can learn start on how to tune and improve machine learning models in and out. Great mr.Laurence, keep it up.

創建者 Vishnu N

2020年10月8日

I am really excited about learning deep learning with Laurence Moroney in this specialization.

Thanks to Coursera for this specialization

I am now looking forward to doing exciting projects on Deep learning.

創建者 Nelson S S

2020年10月7日

Dear Professors Andrew and Lawrence I have learned a lot.

Thank you very much for all the generosity you have to share the knowledge. Thanks for this little walk through all those deep learning techniques.