This course provides a comprehensive introduction to artificial intelligence, covering the full lifecycle of AI solution development. It guides learners through defining AI problems, preparing and managing data, analyzing and visualizing datasets, designing machine learning approaches, and building, training, and evaluating models such as classification, regression, and clustering. The course also introduces deployment and monitoring of AI/ML models in real-world applications. Designed for beginners and learners interested in AI, ML, and emerging technologies, it builds practical skills and foundational knowledge required to create and manage AI applications and prepares students for the IT Specialist Artificial Intelligence Certification.