Cloud Gen Softech

Comprehensive Python Training: From Basics to Advanced with Real-World Projects

Course Overview

This in-depth Python program blends theory with extensive hands-on sessions. Learners will build projects at each stage, prepping for real-world development, data science, automation, and DevOps roles.

IDEs & Tools

Equip yourself with industry-standard development environments and tools to maximize productivity and collaboration.

Supported OS Platforms

Python’s versatility allows execution on multiple operating systems. We cover setup and best practices for:

Career Impact: Linux proficiency is critical for cloud engineering, system administration, and scalable web services.

Course Modules

1. Getting Started with Python

Kickstart your journey by installing Python, setting up IDEs, and understanding Python’s history and evolution. Execute your first scripts and learn to navigate the REPL.

  • Installation & Environment Configuration (venv, PATH)
  • Python Interpreter vs Compiler Insights
  • REPL Usage & Script Execution
  • Project Structure and Best Practices
2. Python Fundamentals

Dive into core syntax and semantics. Understand how Python interprets code under the hood and apply data types in practical scenarios.

  • Indentation and Code Blocks
  • Data Types & Memory Models
  • String Manipulation & Formatting (f-strings, format method)
  • Numerical Operations & Precision Handling
3. Control Flow & Data Handling

Master decision-making and iteration patterns. Learn to process complex data sets using comprehensions and conditional logic.

  • Advanced Conditional Constructs
  • Loop Optimization Techniques
  • List, Set, Dictionary & Generator Comprehensions
  • Error Handling with Context Managers
4. Functions, Modules & Packages

Structure code into reusable modules. Utilize advanced function features to write clean, maintainable, and testable code.

  • Higher-Order Functions & Closures
  • Lambda, Map, Filter, Reduce Patterns
  • Creating and Publishing Packages (setup.py, wheel)
  • Dependency Management (pip, requirements.txt)
5. Object-Oriented Programming (OOP)

Implement robust applications using classes, inheritance, and design patterns. Understand SOLID principles in Python.

  • Class Architecture & __init__ Method
  • Inheritance, MRO, and Multiple Inheritance
  • Design Patterns: Singleton, Factory, Observer
  • Mixins and Abstract Base Classes (ABC)
6. File I/O, OS & Networking

Automate file system tasks and build basic networking scripts for APIs and web scraping.

  • File Operations: Buffering, Seek, and Binary I/O
  • os and pathlib Modules for Filesystem Path Handling
  • HTTP Requests with requests Library
  • Parsing HTML/XML (BeautifulSoup, lxml)
7. Advanced Python Features

Explore Python’s power features to write concise and performant code.

  • Decorators & Function Wrappers
  • Generators, Iterators & Lazy Evaluation
  • Context Managers & Custom Manager Classes
  • Concurrency: Threads, Asyncio & Multiprocessing
8. Data Science & Web Dev Foundations

Get introduced to Pandas, NumPy for data processing, and Flask for building web applications.

  • NumPy Arrays & Vectorized Operations
  • Pandas DataFrames: Cleaning, Analysis, Visualization
  • Flask Application Structure & Routing
  • Template Engines & RESTful API Development
9. Deployment & DevOps Integration

Learn to deploy Python applications using Docker, CI/CD pipelines, and cloud platforms like AWS and Azure.

  • Dockerfile Best Practices & Compose
  • CI/CD with GitHub Actions & Jenkins
  • Deploying to AWS Lambda & Elastic Beanstalk
  • Monitoring & Logging Strategies
10. Capstone Project & Career Prep

Consolidate all skills in a real-world project. Prepare for interviews with mock tests and Python coding challenges.

  • End-to-End Application: Design to Deployment
  • Code Reviews & Peer Feedback Sessions
  • Resume & LinkedIn Optimization
  • Behavioral & Technical Interview Workshops

Why Choose Cloud Gen Softech?

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