Topic
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Speaker
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01.12.2020: 06.00 pm to 08.00 pm
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Day # 1 Database Fundamentals:
- MYSQL Server Basics,
- Database models
- ER Model Overview
- Data types
- Understanding Test Database
- Basics Queries
- Removing Duplicates
- Data Filters Using Operators
- Data Sorting
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Prof. Asif Rampurawala
Prof. Sanjeela Sagar
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02.12.2020: 06.00 pm to 08.00 pm
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Day# 2 Sql Queries:
- Grouping
- Joins
- Arithmetic and String functions
- Advanced Functions
- SET Operators
- Creating Complex Queries
- DML operations - Insert, Update & Delete
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Prof. Asif Rampurawala
Prof. Sanjeela Sagar
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03.12.2020: 06.00 pm to 08.00 pm
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Day# 3 Advance queries
- Database Objects - Create, Alter and Drop Tables
- Views
- Complex Views
- Indexes
- Advanced Index Concepts
- How Data is Stored
- Security - User Management
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Prof. Asif Rampurawala
Prof. Sanjeela Sagar
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04.12.2020: 06.00 pm to 08.00 pm |
Day# 4 Triggers and Transactions:
- Transaction Concepts
- Triggers
- SQL for working with Transaction
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Prof. Asif Rampurawala
Prof. Sanjeela Sagar
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05.12.2020: 06.00 pm to 08.00 pm |
Day# 5 Introduction to R:
- The Basics
- Vectors and Matrices
- Data Frames
- Factors
- Lists
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Prof. Asif Rampurawala
Prof. Sanjeela Sagar
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06.12.2020: 06.00 pm to 08.00 pm |
Day# 6 R conditions and functions:
- Dates
- If Statements and Operators
- Loops
- Functions
- Apply
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Prof. Asif Rampurawala
Prof. Sanjeela Sagar
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07.12.2020: 06.00 pm to 08.00 pm |
Day# 7 Time Series Data Analysis in R:
- Introduction to eXtensible Time Series, using xts and zoo for time series
- First Order of Business - Basic Manipulations
- Merging and modifying time series
- Apply and aggregate by time
- Extra features of xts
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Prof. Asif Rampurawala
Prof. Sanjeela Sagar
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08.12.2020: 06.00 pm to 08.00 pm |
Day# 8 Importing and Managing Data in R:
- Introduction and downloading data
- Extracting and transforming data
- Managing data from multiple sources
- Aligning data with different periodicities
- Importing text data, and adjusting for corporate actions
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Prof. Asif Rampurawala
Prof. Sanjeela Sagar
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09.12.2020: 06.00 pm to 08.00 pm |
Day# 9 Introduction to Portfolio Analysis in R:
- The building blocks
- Analysing performance
- Performance drivers
- Optimizing the portfolio
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Prof. Asif Rampurawala
Prof. Sanjeela Sagar
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10.12.2020: 06.00 pm to 08.00 pm |
Day# 10 Data analytics using Excel:
- Analysis Tool Pak
- What if Analysis
- Solver
- Visualization
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Prof. Asif Rampurawala
Prof. Sanjeela Sagar
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