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Projects

To achieve full understanding of the use and application of ML algorithms, our participants will work on a real-life industry project, translating theoretical knowledge to practical process and overcoming realistic challenges.
Basics

Projects Basics

Choose one of the real‑life data projects offered by our industry partners, and work on it throughout the year. You will receive guidance in weekly meetings with our experienced industry mentors and there will be periodic meetings with the project’s data owner.
Feb – Jul
Duration
~ 300 work hours
Scope
2-3 students
Team
Experienced mentors
provided by Y-DATA
Guidance
Weekly meetings with company data-owner
Format
Our projects
Industry projects
Full project catalog
Web Technology
Detection
Finding Genes with Similar Functional Homology
Text Classification Modeling Improvements
Dynamic Range Prediction for Vehicles
Diastole/Systole
Indetification in ECG
Wix Restaurants
Segmentation
LLM Agent-Managed Interface for Business Monitoring
Detecting Faulty Sensor
Data
Hourly Demand
Prediction
Product Clustering
and Fraud Risk Assessment
Oral Anomaly Detection
Botnets Site Clustering
Multi-domain Digital Pathology Stain Style Transfer
Classification and Prediction of Epileptic Activity in EEG
Multi-domain digital pathology styletransfer
A comparative analysis for xai methods package
Automatic product comprehension with llms
Document validation and extraction
Text clustering for care management quality performance
Grinvision foundation model
Genomic profile representation for prediction of drug response
Generative creation of newsletter campaigns
Client application classification using exposed information
Behavioral cross-session user identification
SQL injection detection in real time
Healthscope: medical classification and contextual analysis
Content recommendation engine for emails
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Presentation of projects

Past Projects

Y-DATA demo day 2023 "Intuit: counterfactuals generator"
Y-DATA Demo day 2022- Lightricks
Y-DATA Demo Day 2021 - K Health project: Diagnosis Prediction from Text
Demo Day 2019 - DeepOncology Project
Y-DATA demo day 2023 "Intuit: counterfactuals generator"
Y-DATA Demo day 2022- Lightricks
Y-DATA Demo Day 2021 - K Health project: Diagnosis Prediction from Text
Demo Day 2019 - DeepOncology Project
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