uLektz Skills

Learning Path

Non-Linear: Random Order

About the Course

Course Objectives

A Python course aims to:

Equip students with the ability to write efficient and effective Python code.
Introduce fundamental programming concepts and problem-solving techniques.
Develop an understanding of Python's standard libraries and frameworks.
Provide hands-on experience through projects and practical applications.

Learning Objectives

By the end of the course, students will be able to:

Understand Python syntax and semantics.
Write and debug Python programs.
Utilize Python for data manipulation and analysis.
Implement object-oriented programming concepts in Python.
Use Python libraries for web development, data science, and automation.

Skills Development

The course enhances various skills, including:

Programming Proficiency: Writing clean and efficient code.
Problem-Solving: Developing logical thinking and troubleshooting abilities.
Data Handling: Manipulating and analyzing data using Python libraries.
Web Development: Building web applications with frameworks like Django and Flask.
Automation: Automating tasks and workflows with Python.
Machine Learning: Using Python libraries like TensorFlow and Scikit-learn for AI and machine learning projects.

Career Path

Knowledge of Python opens up numerous career opportunities, such as:

Software Developer: Building applications and software solutions.
Data Scientist: Analyzing and interpreting complex data sets.
Machine Learning Engineer: Developing and deploying machine learning models.
Web Developer: Creating dynamic and interactive websites.
Automation Engineer: Designing and implementing automated solutions.
DevOps Engineer: Managing and automating infrastructure using Python scripts.

Course Study Materials

Introduction to Python and Setup

Overview of Python and its applications
Installing Python and setting up the development
Using Python interactive shell and IDEs
Basics of Python Duration:
Installing Python Duration:
Real World applications of Python Duration:
Unit 1 Test 5 Questions

Python Basics

Variables and data types
Basic operators and expressions
Input and output operations
Comments and code formatting
variables and data types Duration:
Arithmetric Operators Duration:
Comments in Python Duration:
Unit 2 Test 5 Questions

Control Structures

Conditional statements
Loops
Break, continue, and pass statements
List comprehension
The if-elif-else Statement in Python Duration:
Break, continue, and pass statements in Python Duration:
List Comprehension in Python Duration:
Unit 3 Test 5 Questions

Functions and Modules

Defining and calling functions
Function arguments and return values
Lambda functions
Creating and importing modules
defining and calling functions Duration:
Functions and arguments in Python Duration:
Lambda Functions in Python Duration:
Unit 4 Test 5 Questions

Data Structures

Lists and list operations
Tuples and sets
Dictionaries and their methods
Strings and string manipulation
Python string manipulation Duration:
Tuples and sets in Python Duration:
Lists in Python Duration:
Unit 5 5 Questions

File Handling and Exception

Reading from and writing to files
Working with CSV and JSON files
Try-except blocks for error handling
Raising and handling exceptions
Reading and Writing Files Duration:
CSV and JSON files in python Duration:
Raising and Handling Duration:
Unit 6 5 Questions

Object-Oriented

Classes and objects
Inheritance and polymorphism
Encapsulation and abstraction
Magic methods and operator overloading
Inheritance and Python Duration:
Encapsulation Duration:
Magic Methods and Operator Overloading Duration:
Unit7 5 Questions

Working With Python

Introduction to pip and package management
Overview of standard library modules
Working with date and time
Regular expressions with re module
Pip - An in-depth look at the package Duration:
Working with Date and time in Python Duration:
Regular expressions with re module Duration:
Unit 8 test 5 Questions

Python for Data

Introduction to NumPy for numerical computing
Pandas for data analysis
Basic data visualization with Matplotlib
Numpy Methods in Python Duration:
Pandas Tutorial Duration:
Basic Data Visualization Duration:
Unit 9 test 5 Questions

Python for Web Development Basics

Introduction to web frameworks
Creating a simple web application
Handling HTTP requests and responses
Flask _Authentication,_Databases Duration:
Requests Tutorial_ Request Web Pages Duration:
Python Web Framework Django Duration:
Unit 10 Test 5 Questions

Python for Automation and Scripting

Writing scripts for system administration tasks
Automating file operations
Web scraping basics with Beautiful Soup
Python Scripting for Automation Duration:
File and Folder Operations automation Duration:
Web Scraping Using BeautifulSoup Duration:
Unit 11 5 Questions

Best Practices and Code Optimization

PEP 8 style guide
Code organization and documentation
Performance optimization techniques
Debugging tools and techniques
The Prettiest Way to View the PEP 8 Duration:
Python performance with multiprocessing Duration:
Debugging and Testing Techniques in Python using PDB Duration:
Unit 12 5 Questions

Version Control With Git

Basic Git commands
Creating and managing repositories
Collaborating with others using Git
Git Pycharm Duration:
Managing Python Projects Duration:
Unit 13 5 Questions

Introduction to Testing in Python

Unit testing with unittest framework
Writing and running test case
Test-driven development concepts
Unit Testing Your Code with the unittest Module Duration:
Unit Testing With PyTest Duration:
Unit 14 5 Questions

Final Assessment

Final Assessment 15 Questions

The certificate issued for the Course will have

Student's Name
Photograph
Course Title
Certificate Number
Date of Course Completion
Name(s) and Logo(s) of the Certifying Bodies

Only the e-certificate will be made available. No Hard copies. The certificates issued by Odisha State Open University, Sambalpur. can be e-verifiable at www.ulektzskills.com/verify.

Students will be assessed both at the end of each module and at the end of the Course.
Students scoring a minimum of 50% in the assessments are considered for Certifications