Certificate in Python Programming - Asquare Technologies

Certificate in Python Programming

Curriculum

Python Introduction ▼

What is a Programming Language?
What is an IDE?
IDEs for Python programming
Introduction to Python programming language
Why Python? Exploring its versatility and applications
Advantages of Python for data analysis and visualization
Scope of Python in various industries
Python installation and setup

Python Basics ▼

Understanding data types in Python
Variable assignment and identifiers
Dynamic typing in Python
Type conversion and casting
Best practices for naming identifiers
Taking User Input
Printing Output to Console
Operators in Python
Navigating through flow controls: Conditional Statements, Looping Statements and Jumping Statements
String Manipulation and Formatting Techniques
Built-in string methods for seamless text processing
Defining and Calling Functions
Parameters and Return Values
File Operations: Read, Write and Append
Modules and Packages in Python

Advanced Python ▼

Object-Oriented Programming (OOP): Classes, Objects, and Inheritance
Diving into advanced OOP concepts: Polymorphism, Encapsulation, and Abstraction
Lambda Functions: Anonymous Functions
Map and Filter Functions
List Comprehensions: Elegant Way of Creating Lists
Pattern Matching with Regular Expressions
Using Regex for String Manipulation
Exception Handling in Python

Data Analysis and Visualization with Python Libraries ▼

Exploratory Data Analysis (EDA) Tools: NumPy, Pandas, Matplotlib and Seaborn NumPy arrays
Exploring array operations, slicing, and broadcasting techniques
Pandas: Your Data Manipulation Companion
Mastering data structures like Series and DataFrames
Joining data using Pandas
Handling errors and missing values in data using Pandas
Basic Plotting with Matplotlib
Customizing Plots: Colors, Labels, Legends etc.
Elevating visualizations with Seaborn’s rich statistical plotting functionalities
Crafting visually appealing distribution plots, scatter plots, heatmaps etc.

Course Details

Duration 12 Weeks

Lessons 40

Level Beginner to Intermediate

Certificate Yes

Tools & Technologies

Python 3

Jupyter Notebook

NumPy

Pandas

Matplotlib

Seaborn

Regular Expressions

OOP Concepts

File Handling

Data Structures

Data Visualization

Exception Handling