Data Engineering, Data Engineer, Programming, Machine Learning, Apache Spark.
levels (MEMORY_ONLY, MEMORY_AND_DISK, etc.) based on dataset size, access patterns, and memory limitations to find the best balance of performance and fault tolerance.Shuffle Optimization Reduce Data Shuffling Broadcast Joins: Send smaller datasets to all executor nodes to reduce needless data