NLP Course Index — Dataplexa

NLP
Course Index

60 Lessons · 4 Levels

Complete NLP roadmap — text processing, vectorization, classic NLP models, RNNs, attention, transformers, BERT, GPT, embeddings, RAG, and modern LLM techniques.

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60Lessons

4Levels

3Projects

FreeAccess

Level I NLP Foundations Lessons 1–15

NLP vs ML vs DL

Text Processing

Level II Vectorization & Classic NLP Models Lessons 16–30

One-Hot Encoding

Word Embeddings

Text Classification

Logistic Regression

Sentiment Analysis

Text Similarity

Cosine Similarity

Document Clustering

Level III Deep Learning for NLP Lessons 31–45

Bidirectional RNNs

Encoder–Decoder

Bahdanau Attention

Luong Attention

Machine Translation

NER (DL Models)

Build NLP Model

Level IV Transformers, BERT, GPT & Modern NLP Lessons 46–60

Transformers Intro

Positional Encoding

Transformer Architecture

BERT Tokenization

Sentence Embeddings

Prompting Basics

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NLP Course Index

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