Agentic AI is emerging as a key force in the domain of machine learning , fundamentally changing how we approach complex problems. This new paradigm moves beyond traditional, passive models, enabling AI systems to proactively seek and integrate data from multiple sources. By allowing AI agents to autonomously process data acquisition, refining, and