Hydroponics, an innovative method of growing plants without soil, is being revolutionized by integrating machine learning (ML), the Internet of Things (IoT), and computer vision (CV). ML algorithms analyze data to optimize nutrient delivery and environmental conditions, enhancing plant growth and yield. IoT devices monitor key parameters such as temperature, humidity, and pH levels in real-time, enabling precise control and automation of the hydroponic system. Meanwhile, CV technologies facilitate the early detection of plant diseases and monitor plant health by analyzing visual data. Together, these technologies create a highly efficient and sustainable agricultural system that maximizes productivity while minimizing resource usage.