Here you’ll find all articles that use machine learning, whether it’s classic machine learning such as random forests or logistic regression, or deep learning.
Machine learning is a generic term for the “artificial” generation of knowledge from experience. This means that an artificial system learns from examples by recognizing patterns and regularities. For this purpose, algorithms build a statistical model based on training data. Such a system can also assess unknown data and make own assumptions. There are two groups of machine learning algorithms: supervised learning and unsupervised learning. In supervised learning, the training process is based on prelabeled data. This means that the algorithm can compare its predictions to the correct answers. In this way, the algorithm learns from errors by adjusting the statistical model. In contrast, in unsupervised learning, the training data is unlabeled. Therefore, the algorithm does not know if its predictions are right or wrong and thus needs to come to own conclusions.
In an age where data is the cornerstone of decision-making, the ability to interact seamlessly with databases is invaluable. This is where Text-to-SQL, powered by Large Language Models (LLMs), is revolutionizing the way we handle data. But what exactly is Text-to-SQL, and how are LLMs like GPT-3 and Google’s PaLM making a difference? Text-to-SQL technology … Read more
Welcome to the dawn of a new era in digital interaction! With the advent of Generative AI, we’re witnessing a remarkable revolution that’s changing the very nature of how we interact with software and digital services. This change is monumental. Leading the charge are the latest generation of AI-powered virtual assistants, aka “AI copilots”. Unlike … Read more
Artificial Intelligence (AI), in particular, the advent of OpenAI’s ChatGPT, has revolutionized how we interact with technology. Chatbots powered by this advanced language model can engage users in intricate, natural language conversations, marking a significant shift in AI capabilities. However, one thing that ChatGPT isn’t designed for is integrating personalized or proprietary knowledge – it’s … Read more
Artificial intelligence (AI) continues its rapid evolution, with new advancements and innovations emerging on a frequent basis. A key enabler of these advancements is the robust infrastructure needed to store, process, and analyze colossal amounts of data. One critical part of this infrastructure is the vector database, a powerful solution for managing unstructured data types … Read more
OpenAI’s large language models, such as GPT-4 and ChatGPT, have the potential to revolutionize customer experience and boost economic productivity to a new level. With its ability to automate processes, provide predictive insights, and enhance decision-making capabilities, OpenAI will also impact companies in Switzerland. The question remains: how far along is Switzerland in adopting OpenAI? … Read more
As businesses continue to embrace the power of conversational AI, the ability to craft effective prompts for ChatGPT has become increasingly important. However, this task can be intimidating, particularly when dealing with diverse customer bases and complex industries. But fear not, because this guide is here to help. In this prompt engineering guide, we’ll provide … Read more
In the age of information overload, finding what you need quickly and efficiently is more important than ever. OpenAI’s GPT technology has the potential to reduce friction between products and services, making it easier for individuals and businesses to find what they need. In this article, we’ll explore some specific examples of how OpenAI is … Read more
You haven’t had enough of the recent hype about OpenAI? Fantastic! Let’s explore the business use cases for ChatGPT and other Large Language Models (LLMs). ChatGPT is often considered the beginning of a new era of AI adoption. A growing number of ChatGPT users are now using AI in their personal workflows. However, adoption in … Read more
In this article, we will explore how to automate the creation of AI-generated art by integrating DALL-E with ChatGPT using the respective APIs in Python. ChatGPT, the state-of-the-art language model developed by OpenAI, has recently made waves in the tech community for its exceptional language abilities, such as code generation, prompt answering, and text completion. … Read more
ChatGPT, developed by San Francisco-based OpenAI, is a revolutionary AI chatbot that uses artificial intelligence to generate coherent responses to user inquiries. Unlike traditional search engines, ChatGPT uses artificial intelligence to generate coherent responses to user inquiries rather than providing standard answers. The results are surprisingly good and have created a massive worldwide sensation. Many … Read more
Predictive maintenance is a game-changer for the modern industry. Still, it is based on a simple idea: By using machine learning algorithms, businesses can predict equipment failures before they happen. This approach can help businesses improve their operations by reducing the need for reactive, unplanned maintenance and by enabling them to schedule maintenance activities during … Read more
