Luca Pugliese's Projects
Create a local dashboard to visualize and filter your GitHub feed
Build web apps and NativeScript applications from one codebase using the AngularCLI.
T81-558: PyTorch - Applications of Deep Neural Networks @Washington University in St. Louis - Fall 2023 - Jeff Heathon
Curated list of AI-powered developer tools.
Automate AWS with the CLI and shell scripting!
contains the activity for course MLOps zoomcamp 2023 - 04-deployment - videos 4.6.1-11
example of NLP tasks fairly well done without the use of Big ChatGPT like models
Code for the "Build Your Own Search Engine" workshop
capstone project of MLZoomcamp 2022
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
Cheatsheet collection for Math, ML, DL, AI. Update frequently
:bathtub: Clean Code concepts adapted for machine learning and data science. Now a free video series š https://bit.ly/2yGDyqT
original repository from prof Muppala (Hong kong University and coursera)
Covid-19 Twitter dataset for non-commercial research use and pre-processing scripts - under active development
Free Data Engineering course!
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
data science repo created to store coursera exercises
The Leek group guide to data sharing
Automated analysis and visualization of DataTalksClub course projects.
guided example of data engineering project
Deep Learning for Data Architects, by BPB Publications
Distributed Machine Learning Patterns from Manning Publications by Yuan Tang https://bit.ly/2RKv8Zo
Summaries and resources for Designing Machine Learning Systems book (Chip Huyen, O'Reilly 2022)
Data Talk Club DIY activity on a proposed topic
DTC project of the week - DVC - may 2024