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You're reading from  Python Artificial Intelligence Projects for Beginners

Product typeBook
Published inJul 2018
Reading LevelIntermediate
PublisherPackt
ISBN-139781789539462
Edition1st Edition
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Dr. Joshua Eckroth
Dr. Joshua Eckroth
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Dr. Joshua Eckroth

Joshua Eckroth is an Assistant Professor of Computer Science at Stetson University, where he teaches AI, big data mining and analytics, and software engineering. He earned his PhD from The Ohio State University in AI and Cognitive Science. Dr. Eckroth also serves as Chief Architect at i2k Connect, which focuses on transforming documents into structured data using AI and enriched with subject matter expertise. Dr. Eckroth has previously published two video series with Packt, Python Artificial Intelligence Projects for Beginners and Advanced Artificial Intelligence Projects with Python. His academic publications can be found on Google Scholar.
Read more about Dr. Joshua Eckroth

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Summary


In this chapter, we introduced text processing and the bag of words technique. We then used this technique to build a spam detector for YouTube comments. Next, we learned about the sophisticated Word2Vec model and put it to task with a coding project that detects positive and negative product, restaurant, and movie reviews. That's the end of this chapter about text.

In the next chapter, we're going to look at deep learning, which is a popular technique that's used in neural networks.

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Python Artificial Intelligence Projects for Beginners
Published in: Jul 2018Publisher: PacktISBN-13: 9781789539462

Author (1)

author image
Dr. Joshua Eckroth

Joshua Eckroth is an Assistant Professor of Computer Science at Stetson University, where he teaches AI, big data mining and analytics, and software engineering. He earned his PhD from The Ohio State University in AI and Cognitive Science. Dr. Eckroth also serves as Chief Architect at i2k Connect, which focuses on transforming documents into structured data using AI and enriched with subject matter expertise. Dr. Eckroth has previously published two video series with Packt, Python Artificial Intelligence Projects for Beginners and Advanced Artificial Intelligence Projects with Python. His academic publications can be found on Google Scholar.
Read more about Dr. Joshua Eckroth