Utilizing Artificial Intelligence to Audit Data Quality within Data Warehouse
Oct 20, 2023
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5
min read
Predictive Analytics Conference: Exploring AI in Data Technology
In the fast-paced world of data technology, staying ahead of the curve is essential for businesses and organizations. The 18th edition of the Predictive Analytics Conference, organized by Data Technology, brought together experts from the fields of science and business at Tech Gate Vienna to delve into the challenges posed by new data technologies and AI. This year's conference focused on Human-Centered Data Science, Human-Centered AI, and Explainable AI (XAI) – themes emphasized in the opening address by Marcus Hudec. The event showcased how data-centric IT strategies, artificial intelligence, and predictive analytics are shaping the present and future.
digna's Vision: AI-Powered Software for Data Warehouses
Among the notable presentations at the conference was one by Danijel Kivaranovic, PhD, Co-Founder and Chief Scientific Officer at digna. Kivaranovic is no stranger to the data science world, having won international Machine Learning competitions and earned the prestigious title of Kaggle Grandmaster. He introduced the audience to digna's vision of building Artificial Intelligence Powered Software for Data Warehouses, highlighting the importance of domain expertise in AI applications. Kivaranovic emphasized that AI utilization should always be contextual and specialized. He outlined how digna is dedicated to creating AI-powered software tailored specifically for data warehouses. The audience, composed mainly of professionals from the Data Science and Data Analytics scenes, resonated with this approach.
digna: AI-Powered Data Quality Platform
The conference attendees were particularly intrigued when Kivaranovic introduced digna's first AI-powered product – digna, a Data Quality Platform for Data Warehouses and more. As a statistician and seasoned data scientist, Kivaranovic delved into the statistical and machine learning concepts that underpin the functionality of digna.
Given the expertise of the audience, they were highly interested in the methods employed by digna to ensure data quality. The platform's ability to enhance data integrity, consistency, and accuracy within data warehouses captured the attention of data science enthusiasts.
Real-World Application: digna at IT-Services of Austrian Security
Following Kivaranovic's presentation, the stage was handed over to Vojkan Radak from IT-Services of Austrian Security (ITSV). Radak shared his firsthand positive experience with digna, highlighting how the AI-powered software has been in productive use at ITSV since December 2021. This real-world application served as a testament to the practicality and effectiveness of Digna in enhancing data quality within the IT-Services sector.
AI and Data Scientists: A Moment of Laughter
Kivaranovic added a lighthearted moment to the presentation when he humorously stated that digna's software allows companies to apply Artificial Intelligence without having to hire Data Scientists or pay their salaries. This quip resonated well with the audience, primarily consisting of individuals from the Data Science and Data Analytics communities, leading to a collective chuckle.
Conclusion
The 18th Predictive Analytics Conference provided a platform for experts to explore the dynamic landscape of AI and data technology. Danijel Kivaranovic's presentation on digna's AI-Powered Software for Data Warehouses highlighted the importance of context-driven AI utilization and introduced the audience to digna, a cutting-edge Data Quality Platform. The conference's focus on Human-Centered Data Science, Explainable AI, and data-centric IT strategies underscored the growing relevance of data-driven solutions in shaping our society and industries. As the conference continues to evolve, it serves as a hub for innovative insights and practical applications in the realm of predictive analytics and artificial intelligence.