Luca Pugliese's repositories
llm-zoomcamp
LLM Zoomcamp - a free online course about building an AI bot that can answer questions about your knowledge base
data-engineering-zoomcamp
Free Data Engineering course!
dtc-stock-markets-analytics-zoomcamp
Course Materials for Analytics in Stock Markets Zoomcamp
dtc-potw-dvc
DTC project of the week - DVC - may 2024
build-your-own-search-engine
Code for the "Build Your Own Search Engine" workshop
dtc-project-of-the-week
Learn by doing: DIY project groups at DataTalks.Club
mlops-zoomcamp
Free MLOps course from DataTalks.Club
recipe-scrapers
Python package for scraping recipes data
llm-rag-workshop
Chat with your own data - LLM+RAG workshop
Cheatsheet-collection
Cheatsheet collection for Math, ML, DL, AI. Update frequently
nyc-bike-analytics
capstone project for DTC DEzoomcamp 2024
lucaDEzoomcamp2024
my exercises and projects for DTC DEzoomcamp 2024
nyc_citibike_analytics_web_app
Analysis and visualization of Citi Bike data
dbt-mage-bq
guided example of data engineering project
risingwave-data-talks-workshop-2024-03-04
DataTalks Workshop Materials
jaffle_shop
A self-contained dbt project for testing purposes
distributed-ml-patterns
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
app_deep_learning
T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis - Fall 2023 - Jeff Heathon
LLMs-from-scratch
Implementing ChatGPT-like LLMs from scratch, step by step - code of the new book from Sebastian Raschka
udlbook
Understanding Deep Learning - Simon J.D. Prince
bert_classification
example of NLP tasks fairly well done without the use of Big ChatGPT like models
mlbookcamp-code
The code from the Machine Learning Bookcamp book and a free course based on the book
oreilly-gpt-hands-on-nlg
This repository contains code for the O'Reilly Live Online Training for NLG & GPT
llmware
Providing enterprise-grade LLM-based development framework, tools, and fine-tuned models.
dtc-potw-docker-1
Data Talk Club DIY activity on a proposed topic
LLM-Finetuning-peft-examples
LLM Finetuning with peft
lit-gpt
Hackable implementation of state-of-the-art open-source LLMs based on nanoGPT. Supports flash attention, 4-bit and 8-bit quantization, LoRA and LLaMA-Adapter fine-tuning, pre-training. Apache 2.0-licensed.
lm-hackers
Hackers' Guide to Language Models
faq-slack-bot
A bot to answer questions from DTC MLOps FAQs