Java is a crucial platform for big data technologies due to its scalability, performance, and extensive ecosystem of libraries and frameworks such as Hadoop and Spark. Its features, including multithreading capabilities, platform independence, and built-in security, enhance the processing of large datasets while supporting integration with machine learning tools. Java's versatility empowers organizations to leverage big data for informed decision-making and innovative solutions.