IRPS - Introduction to R, Python, SQL
Course
This course is designed for ‘Data Engineers or Data Flow Managers or ETL Engineers’ or who are looking forward to become a Data Science Expert.
Day 1 and 2
- Introduction to R Basics •How it works
- Arithmetic with R
- Variable assignment
- Variable assignment
- Variable assignment
- Basic data types in R
- Vectors
- What's a matrix?
- Analyze matrices
- What's a data frame?
- Creating a data frame
- Selection of data frame elements
- Lists, why would you need them?
- Creating a list
- Creating a named list
- Selecting elements from a list
- Adding more movie information to the list
Day 3 and 4
- What is Python
- Python Arithmetic Operations
- Python Data Types
- Introduction To Data Types
- String And Concatenation
- Integer
- Float
- List
- Python Logical/Comparision Operations
- Python IDE
- Functions
- Classes and Objects
- Dictionaries
- Modules and Packages
- Data Science Tutorials
- Numpy Arrays
- Pandas Basics
- Data Engineers
- Integration Engineers
- Architects
- Data Steward
- The intended audience should have a background on: Software Development
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