Recommender Systems 1: How they Evolved Over the Past Years

Over the past 6 years, recommender systems have undergone a remarkable transformation, driven by advancements in machine learning, increased data availability, and expanding applications. As a data scientist with extensive experience in this field, I’ve observed firsthand how these systems have evolved to become more sophisticated, accurate, and impactful. Let’s delve into the technical details […]

Read More

AI Beyond the Buzzwords: Practical Steps to Get Started for Small Businesses

As an AI Strategy Consultant with over two decades of experience guiding businesses through digital transformation, I’ve witnessed firsthand how artificial intelligence has evolved from a nebulous concept to a practical business tool. While “AI” might sound like something reserved for tech giants, it’s transforming small businesses just like yours every day. In this guide, […]

Read More

Unlocking Small Business Growth with LLMs

Unlocking Small Business Growth with LLMs When competing with larger companies in the dynamic digital market, small firms encounter particular difficulties. However, there are now plenty of options for small firms to level the playing field thanks to the development of state-of-the-art artificial intelligence (AI), particularly large language models (LLMs). These AI-powered models—like OpenAI’s GPT-4—are […]

Read More

Exploring AI Capabilities: A Data Scientist’s Perspective on Natural Language Processing

As data scientists, we constantly seek new ways to derive insights from complex data. One area that has significantly grown in importance is Natural Language Processing (NLP). With the rise of large language models (LLMs), such as the ones mentioned in this presentation, we can now leverage advanced capabilities to process, understand, and generate human […]

Read More

From Transformers to Soft Prompts: A Technical Guide to Large Language Models

The rise of large language models (LLMs) has transformed the field of Natural Language Processing (NLP), allowing machines to achieve a deeper understanding of human language. As data scientists, it’s important to understand the underlying technical mechanisms that make these advancements possible, as well as how to implement them effectively. In this article, I will […]

Read More
wpChatIcon
wpChatIcon