BIG DATA CONFERENCE

EUROPE 2020

ONLINE

November 24-26

Online

Confirmed Talks

Marçal Serrate

CTO

Spain, Hybrid Theory

Big Data Architecture in the Advertising Industry

In this session, you will learn how Hybrid Theory’s team of data engineers and data scientists are ingesting billions of events per week to create multiple products using Kafka, Spark and ML.

Session Keywords
🔑 Streaming
🔑 ML
🔑 Kafka
🔑 Spark
🔑 Airflow

Tomasz Bąk

Head of Machine Learning

Poland, Digital Fingerprints

From Internet Access Devices Usage to Behavioural Model

The way of using mouse, keyboard, tablet or phone can be a great source of the information about user behaviour. Data can be gathered from a spectrum of sensors built into these devices.

Session Keywords
🔑 Big Scale Model Training
🔑 Behavioral biometrics
🔑 AI

Kim Nilsson

Astrophysics PhD, MBA and Entrepreneur

UK, Pivigo

 A Recipe for Innovation: Recommending Recipes Based on Adventurousness

In this talk we will tell about this project and the development of a novel approach to understanding user taste that had an unexpectedly large impact on recommendation accuracy. We will further share the challenges of implementing the solution, the impact on the business of the system running live for six months, and further data science projects developed in parallel with implementation.

Session Keywords
🔑 Data Science
🔑 Recommender System
🔑 Churn

Robert Grieg-Gran

Founder

UK, Mindful Chef

Kim Nilsson

Astrophysics PhD, MBA and Entrepreneur

UK, Pivigo

Robert Grieg-Gran

Founder

UK, Mindful Chef

 A Recipe for Innovation: Recommending Recipes Based on Adventurousness

In this talk we will tell about this project and the development of a novel approach to understanding user taste that had an unexpectedly large impact on recommendation accuracy. We will further share the challenges of implementing the solution, the impact on the business of the system running live for six months, and further data science projects developed in parallel with implementation.

Session Keywords
🔑 Data Science
🔑 Recommender System
🔑 Churn

Nezare Chafni

Entrepreneur, Software Engineer and Avid Maker

USA, Trueface

Fixing the Problems with Face Recognition Using Modern Cryptography Flows

This talk shows how we can use modern cryptography to fix some of the biggest problems with AI and one of its manifestations, face recognition.

Session Keywords
🔑 Face Recognition
🔑 Privacy by Design
🔑 Cryptography

Sonal Goyal

Founder

India, Nube Technologies

Scalable ML Pipelines for Enterprise Data Mastering

In this talk, Sonal will cover some approaches for scaling data mastering within an enteprise using AI and distributed technologies like Spark.

Session Keywords
🔑 Master Data Management
🔑 Entity resolution
🔑 Schema Mapping
🔑 ML

Mika Ruokonen

Business Director, Author

Finland, Futurice

Growth Reinvented – Turn Your Data and AI into Money

artificial intelligence, big data, business model innovation, case studies

Session Keywords
🔑 Business Model Innovation
🔑 Big Data
🔑 AI