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Artificial Intelligence & Machine Learning
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Natural Language Processing with Machine Learning
Educative
Platform
· Washington, USA
About this course
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 important day-to-day NLP problems faced in industry. The code for this course is built around the TensorFlow framework and the Python pandas library for data analysis. Knowledge of Python and TensorFlow are prerequisites.
Prerequisite Skills
Skills you should have before taking this course
Python
TensorFlow
machine learning fundamentals
Skills Gained
Skills you will develop by completing this course
Python
TensorFlow
Word embeddings
Natural Language Processing (NLP)
Text classification
LSTM neural networks
Seq2Seq models
Sentiment analysis