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2:15
Anova Analysis, What is ANOVA ?, What are the Assumptions of an ANOVA ?, Types of ANOVA
2:03
What is Regression Analysis ?, What is Linear Regression ?, Linear regression analysis model
2:26
What are decision trees ?, Decision making association rules, Benefits of decision trees
2:32
What is Clustering?, What is Data Mining?, Data Mining Applications
2:19
What is Data Visualization ?, Why Visualize Data ?, Why is Data Visualization Important ?
1:58
Introduction to Exploratory data analysis using R, Data exploration in R
2:31
importing and exporting data, import from and export data to csv and excel
2:25
data manipulation with R, Data Manipulation in R, Why dplyr?, Dplyr functions
2:00
Introduction to R programming Language, What is R ?, Evolution of R, Features of R
2:38
Introduction to Data Analytics, What is Data Analytics?, Data Analytics Features
2:21
Introduction to apache flume, apache flume overview, apache flume advantages
2:26
introduction to sqoop, sqoop overview, What sqoop does?, how sqoop works?
1:55
introduction to apache oozie, apache oozie overview, apache oozie basics, oozie features
1:41
apache Hbase introduction, apache hbase overview, hbase background ,hbase history
1:46
hive introduction,apache hive overview, basics of apache hive, hive background,
2:07
apache pig introduction,what is apache pig,pig overview,need of pig,Why Pig?
2:06
what is mapreduce ?, hadoop and mapreduce, mapreduce introduction, Mapreduce Overview
2:26
hadoop installation, hadoop cluster installation, hadoop cluster, hadoop cluster introduction
1:58
hadoop cluster, hadoop cluster summary, hadoop cluster modes, Hadoop cluster architecture
2:05
introduction to hadoop, History of Hadoop, Hadoop features, Hadoop Ecosystem
2:09
introduction to bigdata, what is bigdata, bigdata characteristics, Evolution of bigdata
2:10
storm trident topology, what is trident, trident topologies
1:38
Storm Spouts and Bolts, Reliable Vs Unreliable Messages, Bolt Lifecycle
2:00
Technology Stack and Groupings,storm installation,storm running modes,
2:18
Introduction to Big Data & Apache Storm, bacth vs. real time analytics, hadoop batch analytics
2:01
Kafka with Spark, what is spark ?, Why Spark ?, Apache spark eco system
1:41
Integration of Kafka with Big Data & Storm, kafka cluster, kafka cluster modes
2:19
Operations and Performance Tuning, Kafka offset, Kafka Design, Kafka Hardware
1:38
apache kafka components, kafka cluster, apache kafka overview
1:37
introduction to bigdata, what is bigdata, bigdata characteristics
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