Apache Spark 4.0.0 is the first release in the 4.x series, showcasing significant community collaboration with over 5100 resolved tickets. Major enhancements include a new lightweight Python client, expanded features in Spark SQL and PySpark, and improved structured streaming capabilities, alongside numerous other updates for better performance and usability.