adesso BLOG
02.07.2024 By Sebastian Lang
Snowflake and ML: Using data intelligently - Level Up your Data!
Snowflake is a comprehensive data platform that is predestined for numerous workloads, including data science and AI/Ml. The first part of my blog post on Snowflake's AI capabilities explores the current capabilities for end-to-end machine learning on a single platform based on enterprise-managed data.
Read moreAn anomaly is a data point or pattern in a time series that differs from the data you would typically expect to receive. Anomaly detection deals with the task of identifying these irregularities. In this blog post, we will be presenting approaches used to analyse time series data and detect anomalies. Along with that, you will also find out how to successfully integrate the algorithms into a smart product platform.
Read more23.10.2023 By Lilian Do Khac
Machine-generated text summarisation in Aleph Alpha Luminous using R: part 1
Running large language models using a fancy, ready-to-use interface increases accessibility for many, even for people who do not know any programming languages. Part two of my blog series focuses on technical aspects such as specifying the scope of the summary, prompt engineering and quality factors.
Read more06.10.2023 By Stefan Mönk and Sezen Ipek
Making the right choice: agile approaches that can be used in data science projects
In this blog post, we will explore the requirements specific to data science projects, explain how to choose the right agile approach and take a closer look at the current state of research.
Read moreIn this blog post, I would like to introduce you to an efficient way to make your company’s knowledge and documents accessible by integrating them into an easily searchable and interactive chat environment. The ultimate goal in this case is to make targeted queries and obtain precise answers based on the available documents and information. To demonstrate these functions, I will be using Luminous, the large language model from Aleph Alpha.
Read more04.07.2022 By Viktoria Düngfelder
AI meets UX – AI-based software calls for new approaches in user experience design
Artificial intelligence is set to transform our lives. The task of UX design is to strengthen trust in AI-driven software and, above all else, increase our quality of life in the future. The following blog post explores key questions and describes the best methods to find solutions to them.
Read more08.09.2021 By Manuela Schwarze
Democratisation of IT – the catalyst for innovation and value creation
IT and business come together to form a value creation system in which the democratisation of technology is shifting the areas of responsibility and new processes and organisational structures are emerging. At the same time, there is an opportunity for a new culture of cooperation. I explain how this all ties together in my blog post.
Read more