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Deep Learning With Computer Vision and Advanced NLP
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What you'll learn
- Advance NLP with deep-learning overview.
- TensorFlow Installation.
- Pytorch.
- Neural Network.
- CNN overview
- Advance Computer Vision – Part 1.
- Advance computer Vision – Part 2.
- ChatBot.
- Text processing
- Spacy.
- NLP terminalogy.
- RNN
- Attention Based model.
- Hardware Setup – GPU.
- Transfer Learning in NLP.
- Mini NLP Project.
- Deployment of Model and Performance tuning.
- NLP Transfer learning project with deployment and integration with UI.
- NLP end to end project with architecture and deployment.
- NLP project end to end with deployment in various cloud and UI integration.
- Computer Vision Project.
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Requirements
- Dedication
- Computer with i3 processor
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Course Curriculum
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Introduction
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Advance NLP with deep-learning overview
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TensorFlow Installation
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Pytorch
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Neural Network
-
CNN overview
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Advance Computer Vision
-
ChatBot
-
Text processing
-
Spacy
-
NLP terminalogy
-
RNN
-
Attention Based model
-
Hardware Setup – GPU
-
Transfer Learning in NLP
