Basics Archive

• 07.05.2026
• Basics

A Comprehensive Guide to the Top 14 Large Language Models in Business

Large Language Models (LLMs) are a pivotal innovation in artificial intelligence, reshaping how we interact with technology. These sophisticated…

• 21.04.2026
• Basics

An Introduction to Data Governance

Whether it’s reporting, artificial intelligence, or data-driven business models, a company’s success increasingly depends on the quality and…

• 01.04.2026
• Basics

Introduction to Artificial Intelligence

The term “AI” has been mentioned frequently over the past few years, thanks to significant breakthroughs in the technology behind it. Artificial…

• 26.03.2026
• Basics

An Introduction to AI-Ready Data

Most AI projects don't fail because of the model. They fail because of the data.

Despite growing investment in AI infrastructure, a 2024 survey by…

• 10.03.2026
• Basics

Big Data: Simply Explained

From the name itself, you might already have an idea of what Big Data is. When people talk about Big Data, we normally refer to it as extremely large…

• 06.03.2026
• Basics

An Introduction to Master Data Management

In today's data driven economy, organizations across all sectors are facing a common challenge, which is transforming and managing a massive volume of…

• 03.03.2026
• Basics

Data Science as a Strategic Driver of Success

Those who recognize patterns in data uncover opportunities before they become obvious, optimize processes before they generate costs, and create…

• 09.02.2026
• Basics

Cloud Migration: A Guide for Companies

In today’s evolving digital landscape, cloud migration has transitioned from a technical consideration to a strategic business imperative. Making the…

• 29.01.2026
• Basics

Artificial Intelligence Studies

Lenny Klump works as a Data Scientist at [at] in Berlin, where he leads data-driven projects for internationally operating clients. In this interview,…

• 29.01.2026
• Basics

Cutting-Edge Data Analysis Methods

In many companies, Excel has been the go-to tool for data for decades: familiar, flexible, and seemingly capable of handling almost anything. But as…

• 27.01.2026
• Basics

Data Lakehouse: Simply Explained

Companies today face a pressing challenge: how to store, manage, and analyze ever-growing volumes of data effectively. Around 70% of organizations…

• 23.01.2026
• Basics

An Introduction to Large Behavior Models

Large Behavior Models (LBMs) are becoming increasingly important and are developing into a key technology for modern robots and robot systems. A clear…

• 21.01.2026
• Basics

Top 10 Machine Learning Algorithms Explained

Whether it's product recommendations, customer segmentation, sales forecasts, text analysis, or fraud detection, the use of machine learning provides…

• 20.01.2026
• Basics

AI Hardware & Infrastructure

Artificial intelligence is a key driver of technological and economic innovation. However, behind every powerful AI model lies a complex foundation of…

• 11.12.2025
• Basics

Data Strategy: Simply Explained

The journey toward becoming a truly data-driven company is rarely a straightforward one. Data now touches nearly every area of an organization — from…

• 11.12.2025
• Basics

An Introduction to AgentOps

While traditional automation handles individual tasks, AI agents orchestrate entire workflows—autonomously, context-aware, and around the clock. But…

• 08.12.2025
• Basics

Top 10 Data & AI Podcasts

With countless news outlets, daily updates, and strong opinions, it’s not easy to stay on top of what really matters. Nowhere is this truer than in…

• 01.12.2025
• Basics

The Practical Guide to LLM Cost Optimization

With the increasing prevalence of large language models (LLMs) in nearly all industries, the operating costs of these systems are becoming an…

• 27.11.2025
• Basics

An Introduction to LLM Observability

With the increasing integration of large language models (LLMs) into business processes, systematic monitoring of their behavior is becoming…

• 24.11.2025
• Basics

Edge Computing: Simply Explained

In a world where data volumes continue to grow and networks increasingly face real-time demands, the principle of decentralized processing is becoming…

• 21.11.2025
• Basics

Public vs Private Cloud: Which option fits your company?

The decision of whether a public or private cloud is the right option for your company can represent a significant strategic choice. It is important…

• 17.11.2025
• Basics

Large Language Diffusion Models

Large language diffusion models (LLaDAs) introduce a novel paradigm wherein language models think more like humans. The models employ a distinct…

• 13.11.2025
• Basics

Introduction in Data Mesh

Data mesh describes the way in which companies manage and use their data. As an advanced concept of data architecture, a data mesh aims to overcome…

• 12.11.2025
• Basics

LLM vs SLM vs RAG

Artificial intelligence has long since moved beyond the experimental phase and is rapidly shaping business models, customer communication, and…

• 10.11.2025
• Basics

Data Fabric for Companies

In today's data-driven business world, companies face the challenge of capturing, integrating, and effectively utilizing large amounts of data from…

• 06.11.2025
• Basics

Cloud vs On-Premises

In a dynamic world of technology, companies face the important decision of how to design their IT infrastructure correctly and efficiently.…

• 06.11.2025
• Basics

Chatbots: Simply Explained

Chatbots enable automated exchanges between humans and machines and have become indispensable in many areas of life and work. Whether in customer…

• 03.11.2025
• Basics

An Introduction to Cloud Management

The need for effective cloud management has never been more pronounced than it is today, given the recent growth in cloud computing statistics. As…

• 30.10.2025
• Basics

Data Warehouse: Simply Explained

Data warehousing is currently experiencing rapid growth and evolution, driven by the massive availability of data worldwide. A study by Domo estimates…

• 27.10.2025
• Basics

An Introduction to Data Security

Everything that is valuable must be protected, and that includes data. The importance of data in today's world makes it an asset worth protecting,…

• 22.09.2025
• Basics

An Introduction to Small Language Models

While gigantic language models such as GPT-4 and Claude 3 Opus are making headlines in the media, another development is emerging in the shadow of…

• 17.09.2025
• Basics

AI Use Case Funnel Management

From a technological perspective, it has never seemed easier to make data-driven decisions and develop innovative AI applications. In practice,…

• 08.09.2025
• Basics

Natural Language Processing (NLP): Simply Explained

From ChatGPT to real-time translation apps, many modern technologies rely on Natural Language Processing, commonly known as NLP. This powerful field…

• 25.08.2025
• Basics

The Best Films about AI

Artificial intelligence is no longer a distant future scenario – neither in reality nor in cinema. For over a hundred years, films have told stories…

• 19.08.2025
• Basics

An Introduction to Data Quality

The massive amount of data being generated and consumed by companies today highlights how a data-driven approach is widely seen as the ideal way to…

• 11.08.2025
• Basics

An Introduction to Vertical AI

Thanks to their versatility, general AI models such as ChatGPT have become indispensable for many people in a wide range of tasks. But while…

• 29.07.2025
• Basics

Programming Languages for AI

Python remains the tool of choice for many data analysis and AI applications, but it is by no means the only programming language that matters. Modern…

• 23.07.2025
• Basics

The roadmap to the EU AI Act: a detailed guide

Artificial intelligence has significantly improved many sectors and industries—such as healthcare, manufacturing, and education. However, the use of…

• 23.07.2025
• Basics

Data Intelligence: Simply explained

The integration of data intelligence can become a critical bridge between massive data volumes and powerful business decision making. In this article,…

• 17.07.2025
• Basics

Data Platform: An Introduction

A data platform forms the central backbone of a company's data infrastructure – often referred to as a “modern data stack.” It is used to collect,…

• 09.07.2025
• Basics

AI in Business

Artificial intelligence is now finding its way into all industries and playing an increasingly important role at all levels of the value chain. This…

• 25.06.2025
• Basics

An Introduction to Meta-Learning

In AI and machine learning, building models that perform well often requires large amounts of training data. In fact, getting good training data is…

• 12.06.2025
• Basics

How-To: Claude

Artificial Intelligence (AI) is one of the most important and most discussed topics of our time. Nowadays, there are many powerful models–but only a…

• 02.06.2025
• Basics

The Importance of Data Lineage in Data Pipelines

Data is the backbone of modern businesses, but as the amount of data continues to grow, so does the complexity of processing it: data flows through…

• 22.05.2025
• Basics

Predictive Maintenance: Simply Explained

Production efficiency and uptime are two of the most critical factors in the manufacturing industry. That’s why it’s important for business operators…

• 11.05.2025
• Basics

Deep Learning: Simply Explained

Artificial intelligence (AI) has experienced a significant surge in popularity in recent years. But behind this hype lies—at least in part—a…

• 05.05.2025
• Basics

Agentic AI in Supply Chain Risk Management

In an increasingly globalised world, supply chains are more complex and vulnerable to external disruptions than ever before. Companies are faced with…

• 24.04.2025
• Basics

AI Agents for Software Development

Large Language Models (LLMs) are becoming increasingly proficient at performing various tasks. They are so versatile that people use them for a wide…

• 17.04.2025
• Basics

Domain Adaptation: Simply Explained

Model training is at the core of machine learning and AI. You train the model to perform on a task, and you want the model to perform well. That's the…

• 11.04.2025
• Basics

AI Agents and Sensor Data

The combination of artificial intelligence and sensor technology has the potential to transform a wide range of industries, particularly in the fields…

• 26.03.2025
• Basics

The Rise of AI Agents

The advanced development of AI technologies opens up new possibilities for their integration into various industries, including manufacturing. Among…

• 25.03.2025
• Basics

How-To: Suno

A complete song – including lyrics, vocals and music – can be finished in just a few minutes, without having to play an instrument or enter a…

• 18.03.2025
• Basics

Know How: Data Engineer in the Job Profile

Data is the backbone of the modern business world. It is therefore essential for companies to process data efficiently and transform it into valuable…

• 14.03.2025
• Basics

Machine Learning: Simply Explained

With the emergence of modern generative AI systems, "AI" has become enormously popular and has become a hot topic in business, industry, and academia.…

• 11.03.2025
• Basics

Building a Data Lake: A Step-by-Step Guide

The global data lake market is on track to hit $90 billion by 2033, and it’s no surprise why. Data lakes power everything from big data analytics to…

• 07.03.2025
• Basics

How-To: Midjourney

“Midjourney is an independent research lab exploring new mediums of thought and expanding the imaginative powers of the human species.”

This is…

• 05.03.2025
• Basics

Chain-of-Thought Prompting: Simply explained

Chain-of-thought (CoT) is an innovative prompt engineering technique designed to structure input prompts in a way that mirrors human reasoning. By…

• 27.02.2025
• Basics

An Introduction to In-Context Learning

Training AI and machine learning models is often a complex, expensive and time-consuming process that typically requires large data sets and expensive…

• 24.02.2025
• Basics

An Introduction to Vertex AI

Google has proven to be a pioneer in the AI revolution. The brand provides tools for developing and deploying machine learning (ML) models and hosting…

• 18.02.2025
• Basics

The Role of Data Lakes in Big Data Strategies

Traditional SQL databases can no longer keep up with the big data pouring in from sources like social media, IoT devices, and multimedia. This is…

• 10.02.2025
• Basics

An Introduction to Zero-Shot Learning

In machine learning and AI, it's typically the case that we need to explicitly train a model on data examples in order for the model to be able to…

• 06.02.2025
• Basics

An Introduction to Prompt Engineering

Ever since generative artificial systems (AI) have become open-access and popular, so has the need for prompt engineering. The term might sound…

• 04.02.2025
• Basics

Artificial Neural Networks: Simply Explained

Artificial neural networks (ANNs) are one of the central technologies in the field of artificial intelligence and machine learning. Inspired by the…

• 13.12.2024
• Basics

An Introduction to LangChain

LangChain is a beneficial framework for developers and enterprises that helps them build LLMs that power various applications. It provides an…

• 29.10.2024
• Basics

Innovation & Progress: Top AI Trends for 2025

The world of artificial intelligence (AI) is rapidly evolving, producing innovative breakthroughs every year. 2025 promises not only technological…

• 19.09.2024
• Basics

Why you should set Guardrails in LLMs

Generative AI and LLMs have been a buzzword in the public domain since ChatGPT became available for users worldwide. As of today, just as companies…

• 09.09.2024
• Basics

The Importance of Parameters When Using Large Language Models

Large Language Models (LLMs) are driving business growth by providing valuable services such as question-answering, drafting emails, and generating…

• 28.08.2024
• Basics

AI in Software Development

In 2028, 75% of software developers will use artificial intelligence in their work, according to market research company Gartner. At the beginning of…

• 23.08.2024
• Basics

Training Large Language Models

LLMs are providing groundbreaking value for businesses in all domains. To keep up to date with its progress, it's essential to know how LLM training…

• 16.08.2024
• Basics

Data Vault: Simply explained

Despite 37% of companies using central data warehouses, a significant gap exists between implementation and effectively managing the increasing volume…

• 14.08.2024
• Basics

Large Language Models: Use Cases for Businesses

Large language models (LLMs) are the force of innovation for any business as they are the tools that help achieve generative AI-powered efficiency.…

• 08.08.2024
• Basics

CIO vs. CTO vs. CDO: Understanding the Distinctions and Synergies

In corporate technology leadership, the Chief Information Officer (CIO), Chief Technology Officer (CTO), Chief Digital Officer (CDO), and Chief Data…

• 22.07.2024
• Basics

AI and Compliance

The rapid development of artificial intelligence opens up numerous new opportunities and possibilities for companies. These opportunities also come…

• 05.07.2024
• Basics

An Introduction to Large Language Models

Large language models (LLMs) have brought generative AI to the forefront of business interest, as they can be applied across a wide range of…

• 14.06.2024
• Basics

An Introduction to Large Multimodal Models

We're all aware of the rapid advancements in generative artificial intelligence (AI) and its applications in language translations, image recognition,…

• 10.06.2024
• Basics

OLAP vs OLTP: Differences in the Data Warehouse Architecture

Did you know global data creation is expected to grow to 180 zettabytes in 2025, a significant increase from 64.5 zettabytes in 2020? Given this surge…

• 31.05.2024
• Basics

Databases: Simply explained

Databases play a central role in the modern information society by managing structured collections of data and enabling efficient access to them. From…

• 19.04.2024
• Basics

An Introduction to Foundation Models

Generative AI is a popular terminology in the business industry, and its underlying technology, foundation models (FMs), are gaining traction due to…

• 12.02.2024
• Basics

Text Mining: applications and techniques

Text mining is a fundamental process in today’s many data mining applications, which enables organizations to harness the full potential of their…

• 05.02.2024
• Basics

Data Roles in Transition

The world of data has undergone unprecedented change in recent years, driven by technological advancements, evolving business needs, and a growing…

• 19.01.2024
• Basics

Data Mining: Methods, Basics and Practical Examples

Data mining has become a critical process in many businesses, helping to reveal valuable knowledge hidden in large volumes of data. It has become one…

• 17.01.2024
• Basics

7 Best Gamification Tools for Your Business

Gamification in business harnesses the engaging and motivating elements of games, applying them to various business processes. This strategy enhances…

• 10.01.2024
• Basics

9 Examples of Gamification from Business Cases

Gamification is transforming the business world, integrating game-like elements into non-game environments. This innovative approach is not just about…

• 05.01.2024
• Basics

Advantages and Disadvantages of Cloud Computing for Companies

In an increasingly digitized business world, the efficient management of IT resources is central to corporate success. The cloud computing model…

• 03.01.2024
• Basics

The Growing Importance of Gamification in Education and Business

Gamification is changing the way we learn and work. At its core, it involves using game-like elements in non-game environments, such as schools and…

• 22.06.2023
• Basics

Reinforcement Learning: Simply Explained

Reinforcement learning (RL) is an increasingly popular machine learning method that focuses on finding intelligent solutions to complex control…

• 12.05.2023
• Basics

Unsupervised Learning: Simply explained

Unsupervised machine learning is a powerful tool for extracting valuable insights from data. Unlike supervised machine learning, it does not require…

• 22.09.2022
• Basics

Top 10 Data Catalogues

Anyone who has data also has data about data. This so-called metadata should also be collected, structured, and stored. But why? Anyone who operates…

• 08.04.2022
• Basics

Top 10 Open-Source Machine Learning Frameworks

In 2012, we were the first consultancy in the German-speaking world to focus on Data & AI. Today, it can be said that artificial intelligence has the…

• 04.11.2020
• Basics

Brownfield vs. Greenfield - Every Company can become Part of Industry 4.0

Smart factory, Industrial Internet of Things or networked production: many of the concepts described in the context of Industry 4.0often sound highly…

• 01.06.2020
• Basics

Convolutional Neural Networks - The Example of the Revolution in Computer Vision

Learn how convolutional neural networks help machines understand visual information. Essentially, machines mimic the processes of the human brain. We…

• 24.01.2018
• Basics

The Data Strategist: Tasks and Daily Work

Today, companies collect vast amounts of data and sometimes spend large sums of money to store and manage it. Some of this data is collected because…