- Welcome! NLP introduction & course overview
- Course curriculum, Colab toolkit and data links
- BONUS: Learning Path
Online
₹ 449 3,499
Quick facts
particular | details | |
---|---|---|
Medium of instructions
English
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Mode of learning
Self study
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Mode of Delivery
Video and Text Based
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Course and certificate fees
Fees information
₹ 449 ₹3,499
certificate availability
Yes
certificate providing authority
Udemy
The syllabus
Introduction
CNN for NLP - Intuition
- Introduction
- Basic CNN
- Image to text
- Image for word embedding from the session 7
- CNN for NLP
CNN for NLP - Application (sentimental analysis)
- Introduction
- Dependencies
- Loading Files
- Cleaning
- Inputs creation
- Model
- Configuration
- Training
- Evaluation
Transformer - Intuition
- Introduction
- Old fashioned
- General understanding
- Attention
- Positional encoding
- Last details
Transformer - Application
- Introduction
- Dependencies
- Loading Files
- Cleaning
- Tokenizing
- Max Length
- Inputs Creation
- Positional encoding
- Scaled dot product attention
- Multi head attention
- Encoder
- Decoder
- Transformer
- Training
- Evaluation