Python NLP and LLMs
Natural Language Processing and Large Language Models
01
Lecture 01: Work with Strings
Introduction to string manipulation and text processing in Python for NLP applications
02
Lecture 02: Process Textual Data
Advanced techniques for processing and analyzing textual data in Python
03
Lecture 03: NLP Applications
Practical applications of Natural Language Processing techniques in finance and business contexts
04
Lecture 04: HuggingFace Pipeline
Learn to use HuggingFace pipelines for various NLP tasks including text generation, classification, and more
05
Lecture 05: LLM Embedding Model
Understanding and implementing embedding models for semantic search and similarity tasks
06
Lecture 06: API Calls to LLM
Learn how to make API calls to Large Language Models and integrate them into your applications
07
Lecture 07: Robo Advising
Explore automated investment advisory systems using machine learning and algorithmic portfolio management