Gain insights into processing text data, creating word embeddings, and using LSTMs for semantic analysis and machine translation. Explore industry-relevant NLP techniques with Python and TensorFlow.
Advanced
46 Lessons
9h
Certificate of Completion
Gain insights into processing text data, creating word embeddings, and using LSTMs for semantic analysis and machine translation. Explore industry-relevant NLP techniques with Python and TensorFlow.
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This course includes
This course includes
Course Overview
In this course you'll learn techniques for processing text data, creating word embeddings, and using long short-term memory networks (LSTM) for tasks such as semantic analysis and machine translation. After completing this course, you will be able to solve the important day-to-day NLP problems faced in industry, which is incredibly useful given the prevalence of text data. The code for this course is built around the TensorFlow framework, one of the premier frameworks for industry machine learning, and the...
TAKEAWAY SKILLS
Python
Machine Learning
Natural Language Processing
Tensorflow
Course Content
What you'll learn from this course
Word Embeddings
Language Model
Text Classification
Seq2Seq Model
Course Author
Part of the Machine Learning Path
Become a Machine Learning Engineer
12 Modules
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Anthony Walker
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Souvik Kundu
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