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Introduction
Facets of Data
Data Science Process
Big Data Eco-System
Data Science Process in Brief
Introduction to Machine Learning
Machine Learning Process
Types of Machine Learning
Supervised Learning Example
Unsupervised Learning Example
Problems and Solutions to handle big data
General Tips to Handle Large Data
Dataset for CaseStudy-1
CaseStudy-1 : Classification of Malicious URL's
Introduction to Hadoop
Introduction to Spark
Introduction to NoSQL Databases
CAP Theorem
BASE Principles of NoSQL
NoSQL Database Types
case study
Introduction to Graph Databases
Introduction to Neo4j
Introduction to Text Mining
Text Mining Techniques
Case Study