Introduction AI risk hallucination policy refers to a set of guidelines and measures put in place to address the potential risks associated with the development and deployment of artificial intelligence (AI) systems. As AI technology… Read More »AI risk hallucination policy
The Evolution of Natural Language Processing: From Rule-Based Systems to Deep Learning Natural language processing (NLP) is a field of artificial intelligence (AI) that focuses on the interaction between computers and human language. Over the… Read More »Natural Language Processing (NLP)
The Importance of Unstructured Data in Modern Business Analytics Unstructured Data: The Importance of Unstructured Data in Modern Business Analytics In today’s data-driven world, businesses are constantly seeking ways to gain a competitive edge. One… Read More »Unstructured Data
„Chatbot: Your 24/7 virtual assistant for seamless communication.” Introduction A Chatbot, also known as a conversational agent or virtual assistant, is a computer program designed to simulate human conversation. It uses artificial intelligence (AI) technologies,… Read More »Chatbot
The Importance of Validation Data in Machine Learning Models Validation Data: The Cornerstone of Machine Learning Models In the realm of machine learning, the importance of validation data cannot be overstated. Validation data serves as… Read More »Validation Data
Introduction to Machine Learning: A Beginner’s Guide Machine learning has become a buzzword in recent years, with its applications ranging from self-driving cars to personalized recommendations on streaming platforms. But what exactly is machine learning,… Read More »Machine learning
Introduction Named Entity Recognition (NER) is a natural language processing (NLP) technique that involves identifying and classifying named entities in text. Named entities refer to specific types of words or phrases that represent real-world objects,… Read More »Named Entity Recognition (NER)
Introduction Introduction: In the context of binary classification, a true positive refers to a situation where a model correctly predicts a positive outcome when the actual outcome is indeed positive. It represents the instances where… Read More »True Positive
Introduction Structured Query Language (SQL) is a programming language designed for managing and manipulating relational databases. It provides a standardized way to interact with databases, allowing users to create, modify, and retrieve data efficiently. SQL… Read More »Structured Query Language (SQL)
Introduction An introduction to the confusion matrix: The confusion matrix is a widely used tool in machine learning and statistics to evaluate the performance of a classification model. It provides a comprehensive summary of the… Read More »Confusion Matrix