What You'll Learn
Comprehensive curriculum designed by industry experts
Text Processing
- Tokenization
- Stemming/Lemmatization
- Stop Words
- Regex
- N-grams
- TF-IDF
Traditional NLP
- Naive Bayes Classifier
- Word Embeddings (Word2Vec, GloVe)
- POS Tagging
- Named Entity Recognition (NER)
- Topic Modeling
- Sentiment Analysis
Modern NLP with Transformers
- Attention is All You Need
- BERT Architecture
- Fine-tuning Transformers
- Hugging Face Library
- Hugging Face Datasets
- Zero-shot Classification
LLM & Applications
- Prompting vs Fine-tuning
- LoRA (Low-Rank Adaptation)
- Evaluation Metrics (ROUGE/BLEU)
- Vector Search for NLP
- Building Chat Applications
- Ethics in NLP
Live Projects
Build real-world applications that look great on your portfolio
Financial Sentiment Analyzer
Analyze financial news to predict market sentiment using BERT.
Hugging FaceBloombergGPT (Concepts)PythonStreamlit
Customer Support Auto-Responder
Build a smart email responder that creates drafts based on customer queries.
OpenAI APILangChainContext AnalysisFlask
Prerequisites
- Python proficiency
- Basic ML knowledge
- Interest in linguistics
Career Outcomes
- Build NLP pipelines
- Fine-tune Transformer models
- Analyze text at scale
- Create language-based apps
Tools You'll Master
Hugging FaceSpacyNLTKPyTorchPython
Certification
NLP Specialist Certificate
Performance-based stipend
Apply for This Internship
Start your journey with NLP (Natural Language Processing) Internship