Journey to the cloud: Best practices for Data and AI Scaling within Enterprise
DON 15:30 - 16:00
Zaal 7
Follow the cloud journey with us.
Short-haul flight
We depart from basic analytics and arrive at predictive maintenance
Learn how to harness the power of data, give data analysts an opportunity of making valuable dashboards, support data scientists with necessary tools for amplifying predictive maintenance with AI. All of this to prevent UGT (unplanned ground time) which leads to huge cost savings.
Long-haul flight
We depart from basic advanced analytics and arrive at boosting operational decisions making
Learn how to scale Data and AI efforts to tackle the most complex decisions for fleet, crew, ground services for each flight almost near real-time. All of this to save costs, improve customer experience and innovate.
During this presentation we will share the best practices for Data and AI Scaling within KLM Cityhopper and KLM Royal Dutch Airlines. We will show how we set up efficient way of working, fixed data flows, introduced MLOPS, started Cloud Migration with emphasis on Knowledge Transfer, which in its turn brought data science and data engineering at KLM to a new level.
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Thema
Artificial Intelligence
Aan de basis van AI staat uiteraard een enorme hoeveelheid data. Met behulp van een goede IT-infrastructuur en algoritmes is daarmee tot kunstmatige intelligentie te komen die beslissingen neemt. Tijdens de opkomst van AI, een aantal jaar geleden, rezen al de nodige vragen of de ontwikkeling niet voor vervelende situaties zou kunnen zorgen in de toekomst. De angst dat ‘apparaten’ een eigen wil krijgen lijkt ongegrond, maar het is wel belangrijk om de focus juist te houden.
