/Natural-Language-Processing

In this repository i am gonna put all my codes and projects related to natural language processing using both machine learning and deep learning approach.

Primary LanguageJupyter Notebook

Natural-Language-Processing

Overview

Natural Language Processing (NLP) is a field of artificial intelligence (AI) that focuses on the interaction between computers and humans through natural language. The goal is to enable machines to understand, interpret, and generate human-like language. NLP combines techniques from linguistics, computer science, and machine learning to bridge the gap between human communication and computer understanding.

Roadmap

Step 1: Text Pre-Processing
Step 2: Text Representation
Step 3: Text Information Extraction
Step 4: Transformers and Transfer Learning
Step 5: Deploying NLP Models
Step 6: Embedding and Semantic Search
Step 7: Fine-tuning LLMs
Step 8: Vector Databases
Step 9: LLM Libraries
Step 10: MLOps for NLP
Step 11: Building LLM from Scratch
Step 12: Keep Learning!