---
source_url: "https://www.ydata.co.il/projects?utm_source=openai"
title: "Projects | Nebius Academy Advanced Data Science Program"
mirrored_at: 2026-08-17T15:38:16.292Z
host: www.ydata.co.il
cited_in_42a: true
mirror_canonical: "https://index.42a.ai/www.ydata.co.il/projects__q__utm_source_openai"
---

> **Original source:** https://www.ydata.co.il/projects?utm_source=openai

To achieve a full understanding of the use and application of ML algorithms, participants have the opportunity to work on a real-life industry project, translating theoretical knowledge into practical processes and overcoming realistic challenges.

Basics

Choose a real-life data project offered by our industry partners and work on it during your studies. You’ll get guidance in weekly meetings with your industry mentor and regular sessions with the company representative.

\*Projects are only available to Full Bundle students

Feb – Jul

Duration

~ 300 work hours

Scope

2-3 students

Team

Experienced mentors from the industry

Guidance

Real data  
& real challenges

Format

Our projects

Industry projects

For bundle students only

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/689c88776475576117240608_Clip%20path%20group%20\(1\).png)

Global Text Edits & Feedback  
in Wordtune AI Writing Assistant

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/689c8ac62fd61262d0d67a9c_Mask%20group%20\(2\).png)

Population based  
book model

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/67853366be5d0d974a1b4bd6_gong-logo.webp)

Automated Slide Retrieval, Adaptation  
and Presentation Generation

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/689c8ae3b2d09aa906de1390_asterra-logo-primary%201.svg)

Anomalous SAR Image  
Detection

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/689c8b11b0ff411b47b0c1a4_Asset-2%201.svg)

PHI Detection in Medical  
Imaging (DICOM)

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/689c8b4b0ff733ea0cb6ab03_C8Logo-horizontal%201.svg)

AI-Powered Knowledge  
Enhancement for Hospitals

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/689c8b6aa074282643a2fc50_Group%202087326777.png)

Developing Fairness and Reliability Metrics in LLM Embedding Space

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/6785336619665507a8e1e929_compugen.webp)

Cellular insights into Tertiary Lymphoid Structures via single-cell and spatial omics

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/689c8ba360c27b531d8f1eb1_Group%202087326778.png)

Time to Cancel  
Prediction

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/678533668c0097c05a225602_image%2033.webp)

Text-to-SQL Conversion for WAF Data Analysis

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/689c8bd10f95d1b48683afd9_loris-logo%201.svg)

Entity & Sentiment Extraction  
for Support Conversations

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/689c8bdf94a71541fbe7ff3f_passportcard%201.svg)

Medical procedure  
extraction from documents

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/689c8befd96c6edd6d084bd6_Stellantis%201.svg)

Enhancing ETA and energy consumption prediction through driving pattern analysis

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/6798bebea9a5b4853c9a0db3_citrusx%20logo.webp)

A comparative analysis for xai methods package

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/678533668c0097c05a225602_image%2033.webp)

Automatic product comprehension with llms

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/6798bebe4bb5b53988f5e3f4_Fido%20logo.webp)

Document validation and extraction

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/6798bebe4bb5b53988f5e3fe_laguna%20logo.webp)

Text clustering for care management quality performance

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/67853366e86ab8054538c0b1_Grin_Logo_Blue_copy.webp)

Grinvision foundation model

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/67853366de2e7065df0bd520_pangea%20biomed%20logo1.webp)

Genomic profile representation for prediction of drug response

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/6798bebe818843b7e0aaaafb_\(unicell\)%20smoove%20logo.webp)

Generative creation of newsletter campaigns

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/678533668c0097c05a225602_image%2033.webp)

Client application classification using exposed information

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/6798bebe777c1a72caa0b34a_image%2031.webp)

Behavioral cross-session user identification

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/678533668c0097c05a225602_image%2033.webp)

SQL injection detection in real time

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/6798bebe4bb5b53988f5e3fe_laguna%20logo.webp)

Healthscope: medical classification and contextual analysis

![](https://cdn.prod.website-files.com/677fb6700bc256b79d7d015f/6798bebe818843b7e0aaaafb_\(unicell\)%20smoove%20logo.webp)

Content recommendation engine for emails

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