Chevron Left
返回到 Sequences, Time Series and Prediction

学生对 DeepLearning.AI 提供的 Sequences, Time Series and Prediction 的评价和反馈

4.7
5,142 个评分

课程概述

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 Developer 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....

热门审阅

PA

Apr 24, 2021

The course is overall amazing, the notebooks and videos given go hand in hand to build student's understanding. However, the video sound is too soft, using high volume is recommended

OR

Aug 3, 2019

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.

筛选依据:

176 - Sequences, Time Series and Prediction 的 200 个评论(共 801 个)

创建者 Tiffany K

May 14, 2020

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

创建者 Rafael T

Apr 5, 2020

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

创建者 Carlos R M H

Aug 25, 2020

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

创建者 Rajan K

Sep 29, 2020

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!!

创建者 Dr. S V

Jun 16, 2020

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

创建者 Joseph O

Jul 1, 2020

Excellent Course!

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

Highly recommend this course

创建者 Carlos E

Jun 23, 2020

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

创建者 Narayana S

Mar 17, 2020

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.

创建者 AliArshad K

Jun 17, 2022

Fantastic course on Tensorflow. Highly recommend for all the Deep Learning enthusiasts !!!

Lots of coding assignment and real world data

创建者 Guillermo G

Jul 5, 2020

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.

创建者 Suciu V t

Oct 12, 2022

Pretty good course and nice way of using specific tensorflow API. Overall I did enjoy the course and got some valuable info from it.

创建者 Andrej S

Jul 16, 2022

Pretty good course that connects theory with practice.

I wouldn't say that you'll need 16 weeks to finish this though, maybe 4 weeks.

创建者 ENDANG W

May 28, 2021

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

创建者 Jéssica d S C

Apr 22, 2020

I don't know much more about Time Series, mainly recurrent neural networks and LSTM. This helped so much. Now, I need to practice.

创建者 Lydia N

Jan 6, 2020

Wonderful Course splendidly and thoughtfully compiled sets of hands-on exercises and information explaining how to use TensorFlow.

创建者 Ulugbek D

Dec 8, 2019

I love this course! Especially, how the instructor introduces ways of varying certain hyperparameters to achieve optimal results.

创建者 Alex R

Sep 7, 2019

great teaching and content.

i would have loved a deeper explanation of the code but it forced me to 'think more'.. which is good!

创建者 Mahesh

Oct 2, 2024

It was really wonderful and I've learnt various things from this course. It really was a huge releif for me from my academics.

创建者 karli s

Oct 13, 2021

this course is great. this open my horizon about time series prediction. i need to learn about this for my future thesis plan.

创建者 Namita k

Jun 10, 2020

very good and interesting course that give awareness about time series sequence prediction and Deep learning tools with python

创建者 Prashant

Aug 23, 2019

Covers all the important techniques. Very elaborate, elegant, insightful. Thoughtfully gradual to help learn pros and cons.

创建者 Kenneth F E

Jun 14, 2021

Thanks for the course, I enjoy a lot learning new stuff. Thanks for your time and the effort you put in all the material.

创建者 Hazlan M Q

Feb 1, 2023

This course helped me to understand some basic time series dataset and tweaking the forecast with some DNN, CNN, and RNN.

创建者 Márton B

Jun 4, 2021

I think this is a useful, understandable and practical course. I liked it. The codes in Jupyter notebooks are very good.

创建者 Japman S

Jul 8, 2020

One of the best learning experiences I've ever had. Wonderful course that blends all basics of Deeplearning in 1 course.