Machine learning (ML), a branch of artificial intelligence (AI), has gained significant attention in recent years. ML focuses on training computers to learn from data, with the help of algorithms and models, to make…
Machine Learning Techniques for Application Mapping
Application mapping, also known as application topology mapping, is a process that involves identifying and documenting the functional relationships between software applications within an organization. It provides a detailed view of how different applications interact, depend on each other, and contribute to the business processes. The concept of application mapping is not new, but its […]
AI-Driven Predictive Analytics: Turning the Table on Fraudsters
Fraud techniques, including phishing, vishing, deepfakes, and other scams are becoming increasingly sophisticated – making it easier than ever to perpetuate fraud at scale. This is placing businesses in danger of financial losses, and trust and reputational damage. Now, there’s an alarming trend among organized crime rings that have the potential to defraud enterprises of […]
Data Analytics Platforms: Features and Benefits
Data analytics platforms offer a collection of powerful tools that enable organizations to make sense of the vast amount of data they generate and collect. These platforms offer a range of capabilities, including data integration, data cleansing, predictive modeling, and real-time reporting. The platforms usually provide a comprehensive suite of tools and techniques for analyzing […]
A Brief History of Large Language Models
Large language models are artificial neural networks (algorithms) that have gone from a recent development to widespread use within a few years. They have been instrumental in the development of ChatGPT, the next evolutionary step in artificial intelligence. Generative AI was combined with large language models to produce a smarter version of artificial intelligence. Large […]
Forget p(Doom): Here’s How to Hold AI Accountable by Creating an Inference Economy
AI’s existential risk is no laughing matter: As much as the tech world tries to make sense of it all, nobody definitively knows whether the dystopian “control the world” hype is legit or just sci-fi. Before we even cross that bridge (real or not), however, we need to face a more immediate problem. We’re already […]
Generative AI Trends for 2024
It sometimes seems like generative AI (GenAI) is sweeping the business world. Not so. We remain in the hype cycle, with forward-thinking organizations refraining from full-blown rollouts for the foreseeable future. Caution is important; organizations that rapidly deploy generative AI integrations have already faced blowback in the form of lawsuits and investor scrutiny. To avoid […]
Machine Learning Engineer vs. Data Scientist
After years of hype and promise, artificial intelligence (AI) has finally arrived. Organizations of all types and sizes are racing to integrate AI into their business processes to make their operations more powerful, more efficient, and more profitable. A data scientist and machine learning engineer are two of the most exciting and cutting-edge professions in technology. While both […]
8 AI Technology and Trends That Are Steering Business Innovation
Welcome aboard the AI revolution – a transformative journey that’s redefining the business landscape. Whether you’re a seasoned entrepreneur or a startup visionary, understanding the AI trends that are steering this change is your ticket to future success. So, fasten your seatbelts; let’s focus on the AI innovations that are not just trends but necessities. […]
Machine Learning: Challenges and Opportunities for Modern Data Executives
The transformational promise of artificial intelligence (AI) and machine learning (ML) for enterprises has fueled enormous excitement and massive investment by data executives. One estimate predicts that AI’s contribution to the global economy could reach an extraordinary $15.7 trillion by 2030. That’s more than the current combined economic output of China and India. Yet, there seems […]