Build and Deploy NLP models | NLP Overview

Channel:
Canada LLMs Explained - Aggregate Intellect - AI.SCIENCE
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Published on ● Video Link: https://www.youtube.com/watch?v=dUj4-dqsrWs


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Let's Play
Duration: 2:36
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see more details and purchase the workshop here: https://ai-nlp-mlops.eventbrite.ca/?aff=yt

Natural Language Processing is the application of computational methods to analyze natural language. It is one of the fastest growing areas of AI and in very high demands for practitioners and researchers working in/ leveraging the machine intelligence

This workshop will cover:
NLP Environment Setup
NLP Fundamentals in Python
Low Level Text Processing
Text Extraction Techniques
Lexical Encoding & Text Normalization
Text Vectorization
Text Classification
Word Representation
Intro to PyTorch
GPU vs CPU
Recurrent Neural Networks
Sequence Representation
Transformer Architecture
Model Serialization



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Tags:
deep learning
machine learning
natural language processing
nlp
ai
artificial intelligence