Major data storage options include on-premise data centers, network-attached storage (NAS), storage area networks (SAN), cloud storage services, local storage like hard drives, and specialized storage like data warehouses and data lakes. Key factors in storage choices include capacity, speed, scalability, security, costs, and more.