• Basic of Excel
• Visualization in Excel
• Data Analysis in Excel
• Formula, Loops

• What is Statistics
• Types of Statistics
• Graph
• Charts
• Distribution
• Standard Deviation
• Variance
• Measure of Dispersion
• Sampling Probability Theorems
• Type of Probability
• Distribution
• Z score
• Hypotheses Testing
• Central Limit Thermos
• Types of Hypothesis Testing
• Types of errors in Hypotheses Testing

• Install My SQL Work Bench
• Introduction to SQL
• Basic to SQL
• Basic command in SQL
• SQL Data Base
• SQL references
• Data Base Examples

• Introduction to Data Management
• Introduction to API – Hands on

• Introduction to BIG Data
• Framework of Big Data
• Data Structure and Algorithm
• Introduction to Distributed and Parlel Computing in Big Data
• Introduction to Hadoop
• Hadoop Framework
• Basis and Advance HDFS Concepts
• Introduction and handson map reduce
• Advance concepts in SPARK AND SCALA

• Introduction to Relational and Non relational data bases
• Introduction to Apach Cassandra and No SQL
• Data Management in Relational Data Bases
• Hands on No Sql
• Introduction and Hands on Mongo DB

Big Data Analytics Project using:

• MAP REDUCE
• SPARK
• SCALA
• HIVE
• H- Base
• YARN
• APECHE AMBARI
• KAFKA
• NO Sql
• Mogo DB

• Advance Cloud Data Ware Houses
• Advance ETL using HIVE and other tools
• Building an Data Lake – Hands on Project
• Building Data Lake using SPRAK
• Data Injection using SCOOP
• KAFKA
• NO Sql
• Mogo DB

Advance Cloud Data Ware Houses
Advance ETL using HIVE and other tools
Building an Data Lake – Hands on Project
Building Data Lake using SPRAK
Data Injection using SCOOP