MatteoM95
💻 Deep diving into data science, always eager to learn and explore new things! 🎓 Data Science at Politecnico di Torino
Turin, Italy
Pinned Repositories
Big-data-processing-and-analytics
Exercises on Spark and Hadoop - Done in Distributed architectures for big data processing and analytics course at Politecnico di Torino
CEMS-Wildfire-Dataset
A large dataset (500+ images) of past wildfire from Copernicus EMS using Sentinel-2 images in the period 2017- 2023
Default-of-Credit-Card-Clients-Dataset-Analisys
Analysis and classification using machine learning algorithms on the UCI Default of Credit Card Clients Dataset.
MachineLearning4IOT
Lab and Homework from Machine Learning for IOT. Multi step temperature/humidity forecasting and keyword spotting. Model Registry and Edge-Cloud Collaborative Inference
Multitask-segmentation-from-satellite-imagery-for-burned-area-delineation-and-severity-estimation
A multi-task learning semantic segmentation approach is employed for targeting both wildfire delineation and burn severity estimation. By exploiting a large dataset of images from past wildfires and integrating both tasks into a single network can exceed the state-of-the-art results on this topic.
Network-Dynamics-and-Learning
Homework and exercises from course Network Dynamics and Learning
Real-time-Domain-Adaptation-in-Semantic-Segmentation
A class-based styling approach for Real-Time Domain Adaptation in Semantic Segmentation applied within the realm of autonomous driving solutions. Final project from MLDL course 2020/2021
Skymap-path-planner
Path planner for UAV that search the best flight route through the clouds from NOAA weather forecast. The pathfinding algorithm tested are A* and Dijkstra
Smart-Home-Vigilance-System
An indoor video surveillance system capable of recognizing the presence of a human intrusion. Final project course Machine Learning for IOT.
Twitter-Sentiment-Analisys
Sentiment analysis of a Tweets dataset by using machine learning algorithm. Datascience Final Project Jan 2022
MatteoM95's Repositories
MatteoM95/Default-of-Credit-Card-Clients-Dataset-Analisys
Analysis and classification using machine learning algorithms on the UCI Default of Credit Card Clients Dataset.
MatteoM95/Skymap-path-planner
Path planner for UAV that search the best flight route through the clouds from NOAA weather forecast. The pathfinding algorithm tested are A* and Dijkstra
MatteoM95/MachineLearning4IOT
Lab and Homework from Machine Learning for IOT. Multi step temperature/humidity forecasting and keyword spotting. Model Registry and Edge-Cloud Collaborative Inference
MatteoM95/CEMS-Wildfire-Dataset
A large dataset (500+ images) of past wildfire from Copernicus EMS using Sentinel-2 images in the period 2017- 2023
MatteoM95/Multitask-segmentation-from-satellite-imagery-for-burned-area-delineation-and-severity-estimation
A multi-task learning semantic segmentation approach is employed for targeting both wildfire delineation and burn severity estimation. By exploiting a large dataset of images from past wildfires and integrating both tasks into a single network can exceed the state-of-the-art results on this topic.
MatteoM95/Network-Dynamics-and-Learning
Homework and exercises from course Network Dynamics and Learning
MatteoM95/Smart-Home-Vigilance-System
An indoor video surveillance system capable of recognizing the presence of a human intrusion. Final project course Machine Learning for IOT.
MatteoM95/Twitter-Sentiment-Analisys
Sentiment analysis of a Tweets dataset by using machine learning algorithm. Datascience Final Project Jan 2022
MatteoM95/Real-time-Domain-Adaptation-in-Semantic-Segmentation
A class-based styling approach for Real-Time Domain Adaptation in Semantic Segmentation applied within the realm of autonomous driving solutions. Final project from MLDL course 2020/2021
MatteoM95/Big-data-processing-and-analytics
Exercises on Spark and Hadoop - Done in Distributed architectures for big data processing and analytics course at Politecnico di Torino
MatteoM95/Coursera
Material and notes from Coursera courses
MatteoM95/LeetCode-interview-preparation
Preparation for ML technical interviews
MatteoM95/Datascience-Lab
Laboratories from Datascience Lab course 2020-2021
MatteoM95/MatteoM95
Profile information
MatteoM95/MatteoM95.github.io
MatteoM95/matteom95.github.io_old
MatteoM95/Path-Finding-Algorithm-in-a-Weighted-environment
Several path finding algorithm in a weighted environment using interpolation