What You'll Learn:
- Natural Language Processing
- Deep Learning
- Machine Learning
- Sentiment Analysis
- Tensorflow
- Neural Networks
Requirements
- Basics of Python 3 programming
Description
This Course will teach you Natural Language Processing with TensorFlow
This class will teach you the basics of NLP like:
Tokenization (Part 1)
Word Embeddings (Part 2)
RNN's (Part 3)
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"
Or as the great physicist Richard Feynman said: "What I cannot create, I do not understand".
My courses will take you every step of the way so that you understand and implement the concepts correctly.
Suggested Prerequisites:
Just know some basic arithmetic
Have a good grasp of Python Programming
Know the basics of using TensorFlow
Who this course is for:
- Beginner python developer curious about Data Science
- Data Scientists
- Developers
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