The evolution of Claude from a chatbot to an agentic ecosystem does not render the human obsolete; it makes human expertise more vital than ever.

1. Fundamentals of Machine Learning and Artificial Intelligence Artificial intelligence (AI) - AI is a broad field that encompasses the development of intelligent systems capable of performing tasks that typically require human intelligence, such as perception, reasoning, learning, problem-solving, and decision-making. Machine learning (ML) - ML is a type of AI for understanding and building methods that make it possible for machines to learn. Deep learning (DL) - Deep lea