Apache Spark offers several benefits to businesses, including:
Speed: Spark can process data up to 100 times faster than traditional Hadoop MapReduce due to its in-memory processing capabilities. Ease of Use: It supports multiple languages such as Python, Java, Scala, and R, making it accessible to a wide range of developers and data scientists. Advanced Analytics: Spark provides high-level libraries for Machine Learning (MLlib), Graph Processing (GraphX), and Stream Processing (Spark Streaming), enabling sophisticated data analysis. Scalability: Spark can scale from a single server to thousands of machines, making it suitable for businesses of all sizes.