Advanced NLP Techniques

Gain expertise in advanced NLP techniques, transformers, and language models.

🏷️ Badge:NLP Specialist
⏱️ Duration:12 hrs
💰 Price:₹ 2999

View our curriculum

The entire program leads to mastery in the field and is intended to give future practitioners a complete curriculum.

Module 1

Advanced NLP Models

🔄

Recurrent Neural Networks (RNN)

NLP Expert

Sequence modeling, LSTM & GRU, Memory-based NLP models

🔁

Bi-LSTM

NLP Expert

Improved sequence processing

Module 2

Transformer Models

⚡

What are Transformers?

NLP Expert

Self-attention mechanism, Encoder-Decoder architecture

🤖

Popular Transformer Models

NLP Expert

BERT, GPT-2 and GPT-3

📚

Hugging Face Library

NLP Expert

Fine-tuning pre-trained transformer models

Module 3

Text Generation

📑

Text Summarization

NLP Expert

Abstractive and Extractive methods

💬

Text Generation with GPT

NLP Expert

Prompt engineering

🌍

Language Translation

NLP Expert

Seq2Seq models

Module 4

NLP Pipelines

😊😡

Sentiment Analysis Pipeline

NLP Expert

Text Classification with Transformers

🏷️

Custom NER Pipeline

NLP Expert

Named Entity Recognition with custom models

Module 5

Graph Neural Networks (GNNs) for NLP

🔗

Introduction to Graph-Based Learning

NLP Expert

Understanding Graph Neural Networks

🌐

Graph Convolutional Networks (GCN)

NLP Expert

Applying GCN in NLP tasks

📖

Applications in Knowledge Graphs & NLP

NLP Expert

Graph-based text representation

ML Explorer Projects:

Sharpen Your Skills with 4+ Battles

Master AI by working on 4+ real-world projects—building, innovating, and solving challenges to prepare for the fast-moving industry.

ML Explorer

Chatbot Development

Building an intelligent chatbot capable of maintaining context using transformer-based models.

ML Explorer

Fake News BERT

Developing an NLP-based classifier to detect fake news articles.

ML Explorer

Essay Scoring

Building an AI-powered system to grade essays based on linguistic and structural features.

ML Explorer

QA System

Developing a QA system that retrieves answers from a knowledge graph using GNNs.

Get Certified

Earn your certification upon completing the required tasks.

Official and Verified

Receive an instructor-signed certificate with the institution's logo to verify your achievements and increase your job prospects.

Easily Shareable

Add the certificate to your CV or Resume, or post it directly on LinkedIn, Instagram, and Twitter.

Enhances Credibility

Use your certificate to enhance your professional credibility and stand out among your peers as an expert.

Increase Opportunities

Showcase your achieved skill set using your certificate to attract employers for desired job opportunities.

Certificate

Connect with Us: Begin Your AI Warrior Journey

Take the first step towards mastering AI and innovation with LW India. Your transformation into an AI Warrior starts here!

Upskill, Reskill, Rise as a Warrior

Get Expert Guidance

Need support? We've got your back anytime!

+91-9653775333

10AM - 7PM (IST) Mon-Sun

support@lwindia.com

You'll hear back in 24 hours