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PYTHON
Python Programming Essentials
OMEGA-301
Modül 1
Language Overview
Why Python is popular on many areas?
Big Data and Database Management
Data Science and Analysis
Machine Learning (ML)
Artificial Intelligence (AI)
Network Programming and System Automation
Philosophy and syntax of Python
Multi-paradigm Language
Procedural Programming
Object Oriented Programming
Functional Programming
Modül 2
Standard Data Types
The Python Standard Library
Built-in Functions and Modules
Basic Operators and Type Casting
Numeric Data Types and Functions
String Data Type and Functions
Modül 3
Flow Control
if-else
For loop
While loop
break and continue statements
Modül 4
Functions
Function Definition
Scope Rules
Recursion
Random Module Functions
Modül 5
Lists and Tuples
Immutable vs Mutable Types
List and Tuple Functions
Comparison
Conversion
Multi-dimensional Lists and Tuples
Modül 6
Dictionaries
Key and Value Pairs
Dictionary Funtions
Sorting and Converting
Modül 7
External Libraries
Important Libraries
How to Install and Import
Examples
Modül 8
Basic File Operations
Open a File with r/w/a/b Modes
File Operations
File and Directory Methods
Modül 9
Exception Handling
Exception Types
Multiple Exceptions
try and except block
Finally expression
Modül 10
Data Formats
CVS
JSON
YAML
XML
Labs with JSON Files
Modül 11
Dates and Times
Understanding Time
The time Module
The datetime Module
Working with Timezones
Arithmetic with Time and Dates