Skip to content
Write a review
CourseraArtificial IntelligenceFree courseCertificate

Natural Language Processing in TensorFlow

Discover the tools software developers use to build scalable AI-powered algorithms in TensorFlow, a popular open-source machine learning framework.In this four-course Specialization, you'll explore exciting opportunities for AI applications. Begin by developing an understanding of how to build and train neural networks. Improve a network's performance using convolutions as you train it to identify real-world images. You'll teach machines to understand, analyze, and respond to human speech with natural language processing systems. Learn to process text, represent sentences as vectors, and input

4.3
165 reviews

Created by: Laurence Moroney

icon
Quality Score

Content Quality
/
Video Quality
/
Qualified Instructor
/
Course Pace
/
Course Depth & Coverage
/

Overall Score : 86 / 100

icon
Course Description

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 Course 3 of the deeplearning.ai TensorFlow Specialization, you will build natural language processing systems using TensorFlow. You will learn to process text, including tokenizing and representing sentences as vectors, so that they can be input to a neural network. You'll also learn to apply RNNs, GRUs, and LSTMs in TensorFlow. Finally, you'll get to train an LSTM on existing text to create original poetry!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.
Read More product length iconTime: 9h

icon
Instructor Details

placeholder

Laurence Moroney is a Developer Advocate at Google working on Artificial Intelligence with TensorFlow. As the author of more programming books than he can count, he's excited to be working with deeplearn.ai and Coursera in producing video training. When not working with technology, he's a member of the Science Fiction Writers of America, having authored several science fiction novels, a produced screenplay and comic books, including the prequel to the movie 'Equilibrium' starring Christian Bale. Laurence is based in Washington State, where he drinks way too much coffee.

Read More

icon
More courses by Laurence Moroney

Free

Free

Free

All courses by Laurence Moroney

icon
More Artificial Intelligence courses

Free

Free

Free

Free

$79.99

Free

All Artificial Intelligence courses

icon
Reviews

4.3

165 reviews in total

Select a bar to show only those reviews.Select the bar again to show every rating.

Write a review

By Mejzo on 16-Nov-19

Giving feed back so it may trigger some evaluation on this course. The course is very weak. Lacks material and engagement feeling. I would say increase the aterial 800-1000 percent , add homeworks, etc..

By Marc-Antoine G on 13-Nov-19

Please make the "Ungraded assignment" Graded and add more comments/directive in them to make sure we understand each steps.

By Chertushkin M on 13-Nov-19

Excellent

By Udit G on 10-Nov-19

The evaluation process is very simple and based on memory rather than on concepts. Overall, courses in this specialization do not motivate the student to learn. The Andrew Ng's courses are much more detailed in theory and evaluation. These courses stand nowhere them.

By 赵周婷 on 10-Nov-19

Excellent Module!!!Valuable!!

By Eddy P on 9-Nov-19

helpful but only focus on a very introductory level..

By Pierre N on 9-Nov-19

interesting and applied examples

By Sai K R J on 7-Nov-19

Basic Level course to get knowledge on Natural Language Processing

By Antti R on 7-Nov-19

Very nice walk though to different methods of natural language processing

By Sharan S M on 4-Nov-19

Good course. Taught a lot about natural language processing. You should know how machine learning works in order to take this course.

By Daniel M M R on 2-Nov-19

It was awesome to learn how to create texts without having the technical skills for it. Also, it is shocking knowing about the millions of applications this topic can have in the real world. Excellent Course!

By Stephen H on 31-Oct-19

Echoing what others have said. The course information is largely links to official documentation and videos from other courses. The notebooks are cookie cutter follow alongs. There really is little content here.

Showing 12 of 165 reviews

Natural Language Processing in TensorFlow
Visit course on Coursera Write a review
  • Video Duration: icon 9h
  • Price: Free
  • Provider: icon Coursera
  • University: icon deeplearning.ai
  • Language: icon English
  • Certificate: icon Yes

Coursera Coupon Price Tracker

Udemy price history

For any issues or feature requests please email CourseDuck's Co-Founder at mkuhlman12@gmail.com