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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
4,488 個評分
713 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.

OR

2019年8月3日

It was an amazing experience to learn from such great experts in the field and get a complete understanding of all the concepts involved and also get thorough understanding of the programming skills.

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651 - Sequences, Time Series and Prediction 的 675 個評論(共 713 個)

創建者 Igors K

2019年11月23日

The week 2 quiz is super bad (even pro NN people didn't couldn't answer some questions cos they're badly worded).

I honestly am not a fan of getting the notebook after the video that explains it.

創建者 peropop

2020年2月4日

Nice course. Despite it's a practical one, you should consider to get just some deeper in the theory embedding the models you presented, to make the audience understand better what's going on.

創建者 Slav K

2019年11月12日

As from fulltime ML practitioner and occasional user of TF this course is not too much in "practice" as many things are left untouched. However can be beneficial to complete newbie.

創建者 Dimitry I

2019年8月26日

Good course, but seems a bit hastily put together. I really liked the technique for determining optimal learning rate. Thank you Mr. Moroney and the entire Coursera team.

創建者 J N B P

2021年2月3日

This course teaches how to use the tools in Tensorflow for predictive analysis. It would be more helpful if you're familiar with sequence models.

創建者 Harshin N m

2020年8月16日

Course should more focus on real time data set, and assignments should be based on building the model, rather than this kind of simple questions.

創建者 Bogdan L

2020年7月7日

This course was less detailed than I had hoped. I feel I have learnt more from the CNN and NLP courses in this specialisation.

創建者 Alfian A H

2021年4月20日

The sound keeps getting lower and lower but the materials is good. i hope you can explain in real data more than dummy data.

創建者 Ghifari A F

2020年5月14日

I didn't expect the course would be this easy and simple. But overall, this course is useful for introduction to TensorFlow.

創建者 Muhammad E K

2020年8月31日

This course lacks content, does not really teach much. Most of the time instructor just reads out code

創建者 Sajal C

2020年4月7日

More explanatory links can be given about different concepts. Other than that, course is fine.

創建者 Arjun S

2020年9月30日

Would have preferred notebook evaluations which were there in the CNN course.

創建者 Paulo A C

2020年5月14日

Time series future predictions is something I really missed from this course.

創建者 Sabharish M

2020年12月24日

More real world examples and datasets would have been beneficial

創建者 Alexey V

2019年12月30日

Would ask more difficult tasks to solve, the level is just entry

創建者 Raul D M

2020年2月19日

It is the most interesting course of this specialization.

創建者 Attili S

2020年9月15日

could have emphasized more on the time-series data...

創建者 Pablo J

2020年1月29日

I would have like to do testing exercises.

創建者 Zanuar E R

2020年5月27日

the sound still bad, cant hear the voices

創建者 Angel S

2020年12月1日

This course teaches just the very basics

創建者 Robert M

2020年8月2日

Model did not predict well.

創建者 Naim H

2019年11月2日

where is the assignment

創建者 Ksh N S

2020年9月15日

audio volume very less

創建者 Gerardo S

2019年10月1日

a little bit to light

創建者 Artem K

2020年9月17日

Plz more practice :)