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Anova Analysis, What is ANOVA ?, What are the Assumptions of an ANOVA ?, Types of ANOVA
What is Regression Analysis ?, What is Linear Regression ?, Linear regression analysis model
What are decision trees ?, Decision making association rules, Benefits of decision trees
What is Clustering?, What is Data Mining?, Data Mining Applications
What is Data Visualization ?, Why Visualize Data ?, Why is Data Visualization Important ?
Introduction to Exploratory data analysis using R, Data exploration in R
importing and exporting data, import from and export data to csv and excel
data manipulation with R, Data Manipulation in R, Why dplyr?, Dplyr functions
Introduction to R programming Language, What is R ?, Evolution of R, Features of R
Introduction to Data Analytics, What is Data Analytics?, Data Analytics Features
Introduction to apache flume, apache flume overview, apache flume advantages
introduction to sqoop, sqoop overview, What sqoop does?, how sqoop works?
introduction to apache oozie, apache oozie overview, apache oozie basics, oozie features
apache Hbase introduction, apache hbase overview, hbase background ,hbase history
hive introduction,apache hive overview, basics of apache hive, hive background,
apache pig introduction,what is apache pig,pig overview,need of pig,Why Pig?
what is mapreduce ?, hadoop and mapreduce, mapreduce introduction, Mapreduce Overview
hadoop installation, hadoop cluster installation, hadoop cluster, hadoop cluster introduction
hadoop cluster, hadoop cluster summary, hadoop cluster modes, Hadoop cluster architecture
introduction to hadoop, History of Hadoop, Hadoop features, Hadoop Ecosystem
introduction to bigdata, what is bigdata, bigdata characteristics, Evolution of bigdata
storm trident topology, what is trident, trident topologies
Storm Spouts and Bolts, Reliable Vs Unreliable Messages, Bolt Lifecycle
Technology Stack and Groupings,storm installation,storm running modes,