Introduction Explainability (XAI) refers to the ability of an AI system to provide understandable and transparent explanations for its decisions or actions. It aims to bridge the gap between the complex inner workings of AI… Read More »Explainability (XAI)
Introduction Feature selection is a crucial step in machine learning and data analysis. It involves selecting a subset of relevant features from a larger set of available features to improve the performance of a model.… Read More »Feature Selection
Uncover the hidden connections with Causal inference. Introduction Causal inference is a branch of statistics and research methodology that aims to understand cause-and-effect relationships between variables. It involves determining whether a particular factor or intervention… Read More »Causal inference
Introduction Virtual assistants (VAs) are computer programs or artificial intelligence (AI) systems designed to provide assistance and perform tasks for users. They are capable of understanding and responding to natural language commands, allowing users to… Read More »Virtual assistants (VAs)
Introduction A Trusted Research Environment (TRE) is a secure and controlled environment that allows researchers to access and analyze sensitive data while ensuring the privacy and confidentiality of that data. It provides a framework for… Read More »Trusted Research Environment (TRE)
Unleash the Future: Discover the cutting-edge world of AI and robotics. Introduction Technology is constantly evolving, bringing forth new and exciting advancements that shape our world. From the realm of artificial intelligence to the realm… Read More »Technology
Applications of Unsupervised Machine Learning in Anomaly Detection Unsupervised machine learning is a powerful tool that has gained significant attention in recent years. Unlike supervised learning, which requires labeled data for training, unsupervised learning algorithms… Read More »Unsupervised Machine Learning
Strategies to Overcome Bias in the Workplace Bias is a pervasive issue that can have a detrimental impact on the workplace. It can hinder productivity, create a toxic work environment, and impede the growth and… Read More »Bias
The Importance of Natural Language Understanding in Chatbots Natural Language Understanding (NLU) is a crucial component in the development of chatbots. As technology continues to advance, chatbots have become increasingly popular in various industries, including… Read More »Natural language understanding (NLU)
The Evolution of Machine Translation: From Rule-Based Systems to Neural Networks Machine translation has come a long way since its inception, evolving from rule-based systems to the more advanced neural networks we see today. This… Read More »Machine translation