TY - BOOK AU - Ankam, Venkat TI - Big Data Analytics: a handy reference guide for data analysts and data scientists to help obtain value from big data analytics using Spark on Hadoop clusters SN - 9781785884696 U1 - 005.7 PY - 2016/// CY - Birmingham PB - Packt Publishing Ltd. KW - Big data - Data mining - Relational databases N1 - 1. Big data analytics at a 10000-foot view 2. Getting started with apache hadoop and apache spark 3. Deep dive into apache spark 4. Big data analytics with spark SQL, dataframes, and datasets 5. Real time analytics with spark streaming and structured streaming 6. Notebooks and dataflows with spark and hadoop 7. Machine leaning with spark and hadoop 8. Building recommendation systems with spark and mahout 9. Graph analytics with GraphX 10. Interactive analytics with sparkR ER -