What Is a Pipeline in Machine Learning?

One of the most important concepts in Machine Learning is the pipeline. But most people overcomplicate it. A pipeline is simply a sequence of steps applied to data before it reaches the AI model. In this example, we break down an image processing pipeline step by step: Read the image Convert it into NumPy arrays (numbers) Convert it to black and white Resize the image Pass the processed image into the model Think of it like a real pipe: data enters from one side, gets processed step by step, and comes out ready for Machine Learning. Simple concept. Massive importance. Because in AI, good preprocessing often matters more than fancy models. 🔥 Follow for more AI & ML concepts explained simply. #machinelearning #artificialintelligence #deeplearning #datascience #python #computervision #aiexplained #mlpipeline #learnai #coding #aiforlazygenius