Artificial Intelligence (AI) has become an integral part of today’s technological landscape, enabling automation, advanced analytics, and intelligent decision-making across industries. In 2025, AI continues to evolve with innovative tools and platforms that empower businesses, researchers, and developers to create smarter solutions. From machine learning frameworks to AI-powered automation suites, the diversity and capability of these tools are expanding rapidly. This knowledge is crucial for anyone aiming to stay ahead in this competitive domain, especially for those pursuing ai and ml certification in Kolkata or similar programs in other regions.