EVOLUTION OF BIG DATA - BEST PRACTICES FOR BIG DATA ANALYTICS - BIG DAT ACHARAECTERISTICS- VALIDATING - THE PROMOTION OF THE VAUE OF BIG DATA - BIG DATA USE CASES - CHARECTERISTICS OF BIG DATA APPLICATION - PERCEPTION & QUANTIFICATION OF VALUE
INTRODUCTION TO DATA ANALYTICS - VISUALIZATION & DATA EXPLORATION - BASIC & INTERMEDIATE ANALYSIS - LINEAR & LOGISTIC REGRESSION - DECISION TREE
INTRODUCTION TO HADOOP - HADOOP SCALABILITY - VERTICA SCALABIITY - HORIZONTAL SCALABILITY - ANATOMY OF HADOOP
INSTALLATION & EXECUTOIN OF HADOO - STAND ALONE MODE - PSEUDODISTRIBUTED MODE & fULLY DISTRIBUTED MODE - FIE MANAGEMENT - CREATE A DIRECTORY IN HDFS- LIST THE CONTENTS - UPLOAD & DOWNLOAD A FILE IN HDFS - COPY, MOVE & REMOVE A FIE HDFS
WEATHER REPORT IN POC - MAP REDUCE ROGRAM - REGRESSION MODELLING USING R - IMLEMENTATION OF CLASSIFICATION MODELS USING R - IMPLEMENTATION OF CUSTERING MODELS USING R - EXECUTION BIG DATA USING R PROGRAM
Reference Book:
PHILIPP.K. JANERT, "DATA ANAYTICS WITH OPEN SOURCE TOOLS"
Text Book:
DAVID LOSHIN "BIG DATA ANALYTICS: FROM STRATEGIC PLANNING TO ENTERRISE INTEGRATION WITH TOOS TECHNIQUES"
