Comprehensive Python Programming: From Basics to Advanced Concepts

Course info

Beginner

53 Videos

03+ Hours

56 Learners

₹ 299

₹299

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Comprehensive Python Programming: From Basics to Advanced Concepts

Generated by AI

COURSE OVERVIEW

This course is designed to take learners from the fundamentals of Python programming to more advanced topics, including object-oriented programming, web development, data analysis, and machine learning. Whether you are a beginner or have some experience in programming, this course offers a step-by-step guide, covering key Python concepts in a logical sequence. By the end of the course, learners will be equipped with the skills needed to tackle real-world programming challenges, create web applications, perform data analysis, and even dive into machine learning.

Why learn this course?

Industry-Relevant Skills: Python is widely used in web development, data analysis, automation, and artificial intelligence. This course will provide you with the knowledge to work in various industries.
Comprehensive Content: Covering everything from basic syntax to advanced topics like machine learning, networking, and concurrency, this course offers a one-stop resource for mastering Python.
Hands-On Learning: The course emphasizes practical, hands-on exercises that will help you apply what you learn to real-world scenarios.
Career Growth: Python is one of the most in-demand programming languages, and learning it can open doors to many career opportunities.

Who is this course for?

Beginners: Those with little to no programming experience who want to start learning Python.
Intermediate Learners: Those who have basic knowledge of Python but want to deepen their understanding and learn more advanced topics.
Aspiring Data Analysts/Scientists: Those looking to use Python for data analysis and machine learning.
Software Developers: Developers who want to expand their skill set with Python programming.

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Kind words from our students

Highly informative and engaging course that exceeded my expectations. The instructor's expertise and delivery style made the content easy to understand and apply.

The online platform's user-friendly interface and intuitive navigation made accessing course materials and submitting assignments an incredibly seamless experience.

The lectures were consistently clear and concise, with well-structured content that was presented in an easily digestible format, facilitating effortless learning.

The technical reliability of the platform ensured a smooth and uninterrupted learning experience, free from glitches and downtime.

What will you learn?

Python Fundamentals

This module provides a foundational understanding of Python syntax, data types, and essential data structures like lists, tuples, dictionaries, and sets. By the end of this module, learners will be able to write basic Python scripts using these structures effectively.

6 Videos | 37 min

Free Sample Videos

Basic Input Output

Data Types in Python

Basic Input Output

Video • 6 min

Preview

Data Types in Python

Video • 7 min

Preview

Lists in Python

Video • 7 min

Tuples in Python

Video • 5 min

Dictionaries in Python

Video • 8 min

Sets in Python

Video • 7 min

Control Flow and Functions

This module covers control structures and functions. Learners will master decision-making in Python, repetitive tasks with loops, and reusable code with functions. Advanced topics like lambda expressions and comprehensions are also introduced to make your code more efficient.

6 Videos | 38 min

If Else in Python

Video • 7 min

Loops in Python

Video • 8 min

Functions in Python

Video • 8 min

Lamda Functions

Video • 6 min

List Comprehensions

Video • 7 min

Comprehensions in Python

Video • 5 min

Error Handling and File Operations

This module focuses on how Python handles errors and how to work with files. It includes reading and writing to files, exception handling, and working with JSON data, commonly used in web applications.

5 Videos | 32 min

Exception Handling in Python

Video • 8 min

Error Handling

Video • 7 min

File Operations

Video • 6 min

Reading and Writing Files in Python

Video • 6 min

Working with JSON

Video • 8 min

Advanced Python Concepts

In this module, learners will deepen their understanding of Python through OOP, modules, and packages. They will also explore advanced topics like iterators, generators, and decorators that are crucial for writing clean, efficient Python code.

8 Videos | 51 min

Modules and Packages

Video • 7 min

Python Standard Library

Video • 6 min

Classes and Objects in Python

Video • 7 min

Object-Oriented Programming (OOP)

Video • 8 min

Single Inheritance in Python

Video • 6 min

Iterators and Iterables

Video • 7 min

Generators in Python

Video • 7 min

Decorators

Video • 7 min

Data Handling and Visualization

This module introduces the essential tools for data handling and visualization, including NumPy, Pandas, and Matplotlib. Learners will be able to perform numerical operations, manipulate data, and create basic plots.

5 Videos | 29 min

Context Managers

Video • 6 min

Recursion on Python

Video • 6 min

Numpy Basics

Video • 6 min

Data Analysis Basics with Pandas

Video • 8 min

Data Visualization with Matplotlib

Video • 7 min

Web Development and APIs

This module focuses on web-related tasks in Python. Learners will understand how to scrape websites, interact with APIs, and develop basic web applications.

5 Videos | 32 min

Regular Expressions in Python

Video • 8 min

Regular Expressions Advanced

Video • 7 min

APIs in Python

Video • 6 min

Web Scraping Basics

Video • 6 min

Python for Web Development

Video • 8 min

Advanced Topics and Libraries

This module delves into advanced Python topics like concurrency, testing, and logging, which are essential for writing robust and scalable applications.

5 Videos | 36 min

Command Line Arguments

Video • 5 min

Unit Testing in Python

Video • 7 min

Logging in Python

Video • 12 min

Virtual Environments

Video • 9 min

Concurrency in Python

Video • 6 min

Applications of Python

This module applies Python to various fields, including networking, data encryption, GUI development, PDF manipulation, and machine learning, preparing learners for real-world applications.

7 Videos | 45 min

Networking Basics

Video • 7 min

Data Encryption Basics

Video • 7 min

Graphical User Interfaces (GUIs)

Video • 6 min

Python with PDFs

Video • 6 min

Python and Databases

Video • 7 min

Map and Filter

Video • 9 min

Machine Learning Basics with Scikit-Learn

Video • 6 min

Expert Level

This final module explores expert-level topics, preparing learners for specialized roles in Python development.

6 Videos | 37 min

NLP

Video • 6 min

Performance Optimization

Video • 8 min

Datetime

Video • 6 min

Multiple Inheritance

Video • 7 min

Try and Except

Video • 6 min

What is Python?

Video • 6 min

Final assessment

Comprehensive Python Programming: From Basics to Advanced Concepts Final Assessment

Ways to take this course

Beginner

Best for students you want to experience the ATG learning way.

₹ 299 / One time pay

What's Included

Videos + Resources
Assessment
One project
Community
Job fair
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Skill seekers

Best for Professional you want to get a high paying job by ATG learning way.

₹
299
/ One time pay

What's Included

Paid Internship Promise or Money Refund
Everything included in Beginner’s
Weekly Sessions
Multiple projects
Resume Review
Industry Projects
Preference in Job fair

Frequently asked questions

Can an ATG certificate help me get a Job?

Yes. You can add them to your resume to prove to a potential employer that you're committed to your professional development and have gained practical skills to succeed in your job.

₹ 299

₹299

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