Python Programing

Training: Python Programming Indepth

Duration: 30 Hours

Table Of Content

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Module 1: Introduction to Python Programming (6 hours)

• Python Fundamentals:
  • Variables and data types: Numbers, strings, booleans, lists, tuples, dictionaries
  • Operators: Arithmetic, relational, logical
  • Input and Output
  • Comments and indentation
• Control Flow Statements:
  • Conditional statements: if-else, elif
  • Looping statements: for, while
  • Nested loops and break/continue statements
• Functions:
  • Defining and calling functions
  • Arguments and parameters
  • Returning values from functions

Module 2: Data Structures and Algorithms (8 hours)

• Data Structures:
  • Lists: Operations, slicing, mutability
  • Tuples: Immutable sequences
  • Sets: Unordered collections of unique elements
  • Dictionaries: Key-value pairs
• Algorithms:
  • Searching and sorting algorithms
  • Time complexity and Big O notation
  • Practical applications of algorithms

Module 3: Object-Oriented Programming (OOP) in Python (8 hours)

• Classes and Objects:
  • Defining classes and objects
  • Encapsulation, inheritance, polymorphism
  • Special methods: init, str, etc.
• Modules and Packages:
  • Importing and using modules
  • Creating reusable code
  • Package management with pip
• Error Handling:
  • Exception handling: try-except blocks
  • Debugging and troubleshooting

Module 4: Advanced Python Topics (8 hours)

• File I/O:
  • Reading and writing files
  • Using with-statement and context managers
  • Working with CSV and JSON files
• Regular Expressions:
  • Searching and manipulating text
  • Matching patterns and extracting information
• Database Access with Python:
  • Connecting to databases using SQLAlchemy
  • Performing CRUD operations (Create, Read, Update, Delete)
  • Building simple database applications

Module 5: Hands-on Labs and Projects (6 hours)

• Practical exercises and coding challenges
• Building real-world applications using Python
• Working with APIs and external libraries
• Presentation and discussion of projects

Bonus Module: Introduction to Web Development with Python (Optional) (2 hours)

• Flask framework basics:
  • Creating APIs and web applications
  • Handling routes and templates
  • Working with databases and forms
• Deployment options for Python web applications:
  • Heroku and other cloud platforms
  • Virtual environments and requirements management

Additional Resources:

• Python documentation and official tutorials
• Online courses and interactive coding platforms
• Books and articles on Python programming
• Open-source libraries and frameworks
• Python community forums and Stack Overflow

Note:

• This is a suggested TOC and may need to be adjusted based on the specific needs and experience level of the corporate client.
• Additional modules or topics can be included based on specific requirements.
• Hands-on labs and projects are crucial for practical learning and should be incorporated throughout the training.
• The bonus module on web development is optional and can be added based on the client’s interest.

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