Python Core and Advanced
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INTRODUCTION
Python is a popular programming language, which is used in software and web development, data science, machine learning, and many other fields.
During this course, you’ll learn the fundamentals of the Python programming language, along with programming best practices. You’ll learn to represent and store data using Python data types and variables, and use conditionals and loops to control the flow of your programs.
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COURSE OBJECTIVES
By the end of the course, you‘ll be able to:
- Learn how to leverage the power of Python to solve tasks.
- Build games and programs that use Python libraries.
- Use Python for your own work problems or personal projects.
- Create a portfolio of Python based projects you can share.
- Use Python professionally.
- Create games with Python
- Learn advanced Python features
- Use Object Oriented Programming with classes
- Understand complex topics, like decorators.
- Use both the Jupyter Notebook and create .py files
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COURSE AUDIENCE
This course is made for :
- Data analyst
- Data architect
- IT specialist
- Web application developers
- Engineers
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COURSE OUTLINE
Day One
Introduction to Python, Python Basics
- Features and uses of Python
- Program execution
- Installation of IDE
- Identifiers and keywords
- Types of comments
- Data types
- Variables
- Arithmetic operators
- Assignment operators
Day Two
Strings, Decision Control Statements
- Definition of string
- Operations accessing string elements
- Relational operators
- Logical operators
- Conditional expressions
Day Three
Repetition Statements
- Use of while and for
- Break and continue
- Pass and else statements
- Formatted input and output
Day Four
Functions and Recursion
- Defining a function
- Types of arguments
- Global and local variables
- Functions as arguments
- Implementing Lambda functions
- Map, Reduce, and Filter functions
Day Five
File Input-Output and Modules
- Read-write operations
- File opening modes
- Moving within a file
- Serialization
- File and directory operations
- Importing a module
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