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AI chatbots are software programs powered by artificial intelligence that simulate human conversation through text or voice. They use technologies like natural language processing and machine learning to understand user input, generate relevant responses, and continuously improve over time.

AI agents are autonomous software systems that can perceive information, make decisions, and take actions to achieve specific goals. Unlike simple chatbots, they can plan, use tools, interact with other systems, and operate independently with minimal human input.

AI certifications are credentials that verify an individual’s knowledge and skills in artificial intelligence concepts, tools, or technologies. They are awarded after completing training programs or passing exams to demonstrate competency in areas like machine learning, data science, or AI implementation.

Vibecoding is a casual term for coding based on creative flow and intuition rather than strict planning — often using AI tools to rapidly prototype ideas by “following the vibe” instead of writing everything from scratch. It’s about experimenting fast, iterating visually, and letting momentum and inspiration guide the build process.

Prompting is the skill of clearly instructing an AI system to produce the output you want by giving it the right context, structure, constraints, and goals. Instead of just asking a vague question, effective prompting means guiding the AI with specific details—like tone, format, audience, examples, or steps—so it can generate higher-quality, more accurate results.