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IT8_BDA_Experiment_List2017-18
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LabNoExperimentData Set and Related DescriptionsHoursModule
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Lab 1To draw and explain Hadoop Architecture and Ecosystem with the help of a case study using WorkCount example. To define and install Hadoop.Introduction21
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Hadoop Installation
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Lab 2To implement the following file management tasks in Hadoop System (HDFS): Adding files and directories, Retrieving files, Deleting filesHadoop - HDFS UI Ports and Nodes22
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Hadoop_Lab - helloHDFS
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Lab 3To run a basic Word Count MapReduce program to understand MapReduce Paradigm: To count words in a given file, To view the output file, and To calculate execution time. Steps to download gutenberg dataset
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WordCount.java
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WordCount.jar
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WordCount using gutenberg dataset
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Lab 4To perform NoSQL database using mongodb to create, update and insert.MongoDB_Lab - Installation Steps
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primer-dataset.json
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MongoDB_Lab - Operations
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Lab 5To study and implement basic functions and commands in R Programming. R Installation Steps 
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R Basic Commands
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Exploratory Data Analysis
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Lab 6To build WordCloud, a text mining method using R for easy to understand and visualization than a table data. About WordCloud10
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Sample Dataset
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WorldCloud Example
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Lab 7To implement Bloom Filters for filter on Stream Data in C++/java. About Bloom Filter 
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Bloom Filter Example
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Bloom Filter Sample Code
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Lab 8To implement clustering program using R programming. About Clutering
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foodstuffs_dataset.txt
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foodstuffs_clustering_example
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Lab 9To find Term Frequency and Inverse Document Frequency (tf-idf) Matrix for Recommendation Systems and Plot TF Using R used.TF-IDF Definition5 & 10 
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TF-IDF Example
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Dataset
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TF-IDF Code in R
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