Explain the principles of big data analytics and in-memory computing
Develop Spark applications using RDDs, DataFrames, and Spark SQL
Implement machine learning models with SparkML, including clustering and classification
Deploy and configure Spark on cloud infrastructures like HDF Cloud
Create user-defined functions (UDFs) and utilize PySpark for data processing
Apply distributed deep learning techniques using Spark-TF-Distributor and Horovod
