Abstract1.1 Introduction1.2 A Historical Review of Big Data1.3 Historical Interpretation of Big Data1.4 Defining Big Data From 3Vs to 32Vs1.5 Big Data Analytics and Machine Learning1.6 Big Data Analytics and Cloud Computing1.7 Hadoop, HDFS, MapReduce, Spark, and Flink1.8 ML + CC → BDA and Guidelines1.9 Conclusion