First Semester 2026

Python for Data Science

From the fundamentals of Python and Git to LLMs, Agents, and GPU Computing. A hands-on course that covers web scraping, geospatial visualization, prompt engineering, and fine-tuning models in production.

// schedule

15 weeks
# Topic Material Recording
01 Github and Introduction to Python python Lecture
Lab
▶ Clase
▶ Lab
02 Web Scraping 1: Selenium and API scraping Lecture
Lab
▶ Clase
▶ Lab ▶ Lab
03 Web Scraping 2: APIs scraping Lecture
Lab
▶ Lecture ▶ Lab
04 Graph Visualization & Streamlit viz Lecture
Lab
▶ Lecture ▶ Lab
05 Geospatial Analysis: Static & Dynamic Maps geo Lecture
Lab
▶ Lecture ▶ Lab
06 Raster Data geo Lecture
Lab
▶ Lecture ▶ Lab
07 Working with LLMs AI Lecture
Lab
▶ Lecture ▶ Lab
08 MIDTERM EXAM exam
09 Hugging Face and Fine Tuning AI Lecture
Lab
▶ Lecture ▶ Lab
10 AI OCR for Document DigitizationAI Lecture
Lab
▶ Lecture ▶ Lab
11 Audio to text AI Lecture
Lab
▶ Lecture ▶ Lab
12 - AI
13 Parallel Computing — CUDA GPU
14 Final Class: Recommendations & Projects
Time & Location
Semester March – July 2026
Days Tue & Wed 7:30–9:20 AM
Platform Microsoft Teams