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Learner Reviews & Feedback for Sequences, Time Series and Prediction by DeepLearning.AI

4.7
stars
4,953 ratings

About the Course

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....

Top reviews

MI

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 deeplearning.ai.

JH

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.

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51 - 75 of 781 Reviews for Sequences, Time Series and Prediction

By Neo P

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Aug 23, 2021

Love the course and especially the two instructors. This gave me a good overview and allowed me to formulate a roadmap for what I want to learn next (as well as what I am not interested in, looking at you CV). I wish the exercises were mandatory (like the first class of the series). Thanks for putting all this work in for basically free.

By Fadhlurrahman M W

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Nov 5, 2023

It's really fun specializaation course. It's good if you're a beginner and want to learn about Deep Learning. But it's even better if you finished courses like google IT Automation (to learn about Basic Python Programming), and Machine Learning Specialization Course by Andrw NG for basic concept of machin learning)

By Ara B

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Sep 8, 2019

The real life example of using the TF was excellent. I like to see more utilization of the TF in real life, things like anomaly detection in human interaction or imaging interpretation in health industry or economical data and modeling in financial markets. It was an excellent course overall. Many thanks!

By Edmund L C

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Dec 6, 2019

Excellent course that takes an amount of time right at what is specified in the program description. All learning is productive - you won't be spending hours teaching yourself how to program and debugging code, but will rather spend all time evaluating code to further your understanding of the concepts.

By Karl J

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Dec 29, 2019

A great course introducing syntax and application of TensorFlow to time series data. Does not go very deep, but pretty clearly is designed to show you how to apply the TensorFlow library to common situations rather than teach about time series and forecasting, which is a huge subject in and of itself!

By Rahul R

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Oct 9, 2019

Wonderful course........these courses tough me that there is always room for improvement. Just we need to try with small steps in the right direction. DL is not just achieved using algorithms but need patience and trial and error too. Thanks to Laurence Moroney and Andrew Ng for this wonderful course.

By Reza M

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Aug 28, 2021

This is a very good specialization. It helps you learn your way around TensorFlow and Keras and their knowledge base. You can literally build models in shortest formats like 5-10 cells after this. The usage of callbacks is covered as well which helps a lot in saving time and tuning model parameters.

By Mahdi S

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Jun 10, 2023

This course is very good for understanding the meaning and concepts of time series data , time series analysis and time series forecasting

the programing assignments were very complete but I think it would be better to use more real world data in the course such as whether data and financial data

By Niklas T

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Dec 8, 2020

Great Course, thank you Laurence and Andrew, as always I have enjoyed it very much! I think it was very helpful that in the first two weeks you explained everything step by step how to work with time series before moving on to how to make them work with NNs. Thank you, see you in the next course.

By Lijun L

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Apr 16, 2020

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!

By M B

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Oct 20, 2019

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

By YUJI H

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Aug 26, 2020

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!

By Gautam K

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Jul 21, 2020

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.

By Daniel M

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Nov 17, 2019

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!

By AKSHAY K C

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Apr 8, 2020

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.

By Ed M

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Sep 23, 2019

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!

By Philippe B

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Jan 26, 2020

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.

By Ryan B

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Jun 30, 2020

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!

By Martín C

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Jun 13, 2020

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!

By Arpit K

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Mar 26, 2020

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.

By Kazimierz T A H

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Apr 27, 2020

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.

By Suresh K M

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Apr 4, 2020

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.

By Wilder R

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Sep 11, 2019

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. :)

By Gourav S

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Nov 10, 2020

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.

By YOGESH H

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Jul 11, 2020

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...