Lecture Notes || SNS Courseware

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Subject Details

Dept : AIDS

Sem : 5

Regul : 2019

Faculty : PRIYADHARSHINI.S

phone : 9943082082

E-mail : priyadharshini.s.ad@snsce.ac.in

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Lecture Notes

UNIT 1:

Challenges Facing Big Data

Terminologies Used in Big Data Environments

Evolution of Big Data

INTRODUCTION TO DATA SCIENCE AND BIG DATA

Classification of Digital Data

Classification Of Analytics

Challenges Facing Big Data

INTRODUCTION TO DATA SCIENCE AND BIG DATA

UNIT 2:

Scikit Learn

Pandas Package

Scipy

Jupyter

Numpy & Data types

R - Programming

UNIT 3:

hadoop

HDFS

HDFS - replication

Map Reduce

HBase

hadoop

UNIT 4:

Introduction to Data Munging

Data Pipeline and Machine Learning in Python

Data Visualization Using Matplotlib

Interactive Visualization with Advanced Data Learning Representation in Python

UNIT 5:

CAP theorem

Sharding â€“Types of sharding

Hive Architecture

Introduction to NoSQL:

MongoDB

Announcements

Recent Files

Oct

Data Visualization Using Matplotlib

Oct

Data Pipeline and Machine Learning in Python

Oct

Introduction to Data Munging

Oct

hadoop

Oct

Sharding â€“Types of sharding

Oct

Interactive Visualization with Advanced Data Learning Representation in Python

Lecture Notes

Announcements

Recent Files

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