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Course Information

Difficulty: Intermediate

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Course Instructor

Dr.Mahendra Kanojia Dr.Mahendra Kanojia Author
 

Big Data Analytics

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Big Data Analytics

Install, configure and run Hadoop and HDFS ad explore HDFS.
Lesson 1 of 12 within section Big Data Analytics.
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 Implement the program using Pig 
Lesson 2 of 12 within section Big Data Analytics. You must enroll in this course to access course content.
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Implement word count/ frequency program using MapReduce.
Lesson 3 of 12 within section Big Data Analytics. You must enroll in this course to access course content.
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Implement a MapReduce program that processes a weather dataset.
Lesson 4 of 12 within section Big Data Analytics. You must enroll in this course to access course content.
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Implement an application that stores big data in HBase and manipulate it.
Lesson 5 of 12 within section Big Data Analytics. You must enroll in this course to access course content.
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Configure the Hive and implement the application in Hive.
Lesson 6 of 12 within section Big Data Analytics. You must enroll in this course to access course content.
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Write a program to illustrate the working of Jaql.
Lesson 7 of 12 within section Big Data Analytics. You must enroll in this course to access course content.
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Implement the following: a.     Decision Tree classification techniques. b.     SVM classification techniques. 
Lesson 8 of 12 within section Big Data Analytics. You must enroll in this course to access course content.
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Logistic Regression Model. 
Lesson 9 of 12 within section Big Data Analytics. You must enroll in this course to access course content.
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Multiple Regression Model. 
Lesson 10 of 12 within section Big Data Analytics. You must enroll in this course to access course content.
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Classification Model, install relevant package, choose classifier, evaluate the performance of classifier
Lesson 11 of 12 within section Big Data Analytics. You must enroll in this course to access course content.
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Clustering Model, for unsupervised classification, plot the cluster data
Lesson 12 of 12 within section Big Data Analytics. You must enroll in this course to access course content.
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