Anshuman Sinhaanshumansinha3302.hashnode.dev·Dec 21, 2024The Domain of Data Science: An OverviewData Science, a multidisciplinary field, leverages statistics, machine learning, and domain expertise to extract actionable insights from data. Its applications span diverse sectors like healthcare, finance, technology, and retail, making it a corner...anshumansinha3301
Anshuman Sinhaanshumansinha3301.hashnode.dev·Dec 19, 2024Decision Trees in Artificial IntelligenceDecision Trees are a widely used machine learning algorithm in AI for both classification and regression tasks. They work by dividing data into subsets based on certain features, and they represent decisions in a tree-like structure. In this structur...decision making
Anshuman Sinhaanshumansinha3301.hashnode.dev·Dec 19, 2024Natural Language Processing in Artificial IntelligenceNatural Language Processing (NLP) in AI is a subfield of artificial intelligence focused on the interaction between computers and human (natural) languages. It aims to enable machines to understand, interpret, and generate human language in a way tha...Artificial Intelligence
Anshuman Sinhaanshumansinha3301.hashnode.dev·Dec 19, 2024Neural Networks in Artificial IntelligenceNeural networks are a fundamental component of artificial intelligence (AI) and machine learning, designed to mimic the way the human brain processes information. They consist of interconnected layers of nodes, or "neurons," which work together to so...bitfusiondynamics
Anshuman Sinhaanshumansinha3301.hashnode.dev·Dec 19, 2024Large Language Models in Artificial IntelligenceA Large Language Model (LLM) is a type of artificial intelligence (AI) designed to understand and generate human language. These models are built using advanced deep learning techniques, particularly transformer architectures, which are excellent at ...bitfusiondynamics
