Motive of this project is to handle huge amounts of data using various tools and frameworks of Big Data technologies. Creating Local directory in UMBC cluster, setting up HDFS and Spark frameworks, initializing, setting virtual environment and configuring. Creating directories for pretrained weight files, importing tensorflow and Keras applications, Spark.sql functions, etcetra. Working with Parquet and Avro files.