SIC-Day1 (18.7.2024).pptx

Introduction AI & ML & DL AI Training Artificial Intelligence - Artificial Intelligence is an exciting scientific discipline that studies how we can make computers exhibit intelligent behaviour, e.g. do those things that human beings are good at doing.  Types of AI...

Introduction AI & ML & DL AI Training Artificial Intelligence - Artificial Intelligence is an exciting scientific discipline that studies how we can make computers exhibit intelligent behaviour, e.g. do those things that human beings are good at doing.  Types of AI AI Hackathon Weak AI Strong AI Trained for a specific task or a narrow set AI systems with human-level intelligence of tasks and understanding Team Formation Machine Learning Computer Algorithms that improve automatically through experience Sub field of AI Deep Learning A specific subfield of machine learning Learning Types of AI AI Hackathon Supervised Learning Unsupervised Learning Team Formation Supervised Learning AI Hackathon Labeled Dataset Classification Regression Team Formation Unsupervised Learning AI Hackathon No Label Clustering Dimensionality Reduction Team Formation AI LifeCycle Training Data AI Hackathon Data used to fit the model training Team Formation Testing Data AI Hackathon Data used to evaluate the model performance Team Formation