Deep learning: A Natural Language Processing Bootcamp
Deep learning: A Natural Language Processing Bootcamp, available at $29.99, has an average rating of 4.2, with 26 lectures, based on 15 reviews, and has 3919 subscribers.
You will learn about Natural Language Processing Deep Learning Machine Learning Sentiment Analysis Tensorflow Neural Networks This course is ideal for individuals who are Beginner python developer curious about Data Science or Data Scientists or Developers It is particularly useful for Beginner python developer curious about Data Science or Data Scientists or Developers.
Enroll now: Deep learning: A Natural Language Processing Bootcamp
Summary
Title: Deep learning: A Natural Language Processing Bootcamp
Price: $29.99
Average Rating: 4.2
Number of Lectures: 26
Number of Published Lectures: 25
Number of Curriculum Items: 26
Number of Published Curriculum Objects: 25
Original Price: $19.99
Quality Status: approved
Status: Live
What You Will Learn
- Natural Language Processing
- Deep Learning
- Machine Learning
- Sentiment Analysis
- Tensorflow
- Neural Networks
Who Should Attend
- Beginner python developer curious about Data Science
- Data Scientists
- Developers
Target Audiences
- Beginner python developer curious about Data Science
- Data Scientists
- Developers
This Course will teach you Natural Language Processing with TensorFlow
This class will teach you the basics of NLP like:
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Tokenization (Part 1)
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Word Embeddings (Part 2)
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RNN’s (Part 3)
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Sequence Models (Part 4)
You will also learn how to use TensorFlow For NLP and Deep Learning.
By end of this course, you will learn how to build a Sentiment Classifier and a program that can write like a real poet!
This course is very hands-on and you will be learning everything there is about basic NLP.
For those of you who like to dig deep into the theory to understand how things really work, you know this is my specialty and there will be no shortage of that in this course. We’ll be covering the state of the art algorithms like word embeddings, tokenization,and deep learning.
This course is best suited for students who are curious about NLP and want to try it out.
“If you can’t implement it, you don’t understand it”
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Or as the great physicist Richard Feynman said: “What I cannot create, I do not understand”.
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My courses will take you every step of the way so that you understand and implement the concepts correctly.
Suggested Prerequisites:
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Just know some basic arithmetic
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Have a good grasp of Python Programming
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Know the basics of using TensorFlow
Course Curriculum
Chapter 1: Part 1
Lecture 1: Welcome
Lecture 2: Introduction
Lecture 3: Neural Network
Lecture 4: Google Colab
Lecture 5: Tokenization
Lecture 6: Coding: Tokenization
Lecture 7: Vocabulary
Lecture 8: OOV
Lecture 9: Coding: OOV
Lecture 10: Padding
Lecture 11: Coding: Padding
Lecture 12: Sarcasm Dataset
Lecture 13: Coding: Sarcasm Dataset
Lecture 14: Class Project
Lecture 15: Wrap up!
Chapter 2: Part 2
Lecture 1: Welcome
Lecture 2: Introduction
Lecture 3: IMDb Dataset
Lecture 4: Coding: Dataset
Lecture 5: Word Embeddings
Lecture 6: Coding: Word Embeddings
Lecture 7: Sub Words
Lecture 8: Coding: Sub Words
Lecture 9: Class Project-2
Lecture 10: Wrap up!
Instructors
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Aditya Shankarnarayan
Programmer
Rating Distribution
- 1 stars: 1 votes
- 2 stars: 0 votes
- 3 stars: 2 votes
- 4 stars: 9 votes
- 5 stars: 3 votes
Frequently Asked Questions
How long do I have access to the course materials?
You can view and review the lecture materials indefinitely, like an on-demand channel.
Can I take my courses with me wherever I go?
Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!
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