Advanced Python Concepts and Programming

Duration: Hours

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    Training Mode: Online

    Description

    Advanced Python Training in Bangalore offered by Locus IT with 100% Hands on Practical Classes with Best Industrial Experts and Working with Real Time Projects.

    TABLE OF CONTENT

    1 . Introduction to Advanced Python

    • Overview of Python as a language
    • Importance of Advanced Python concepts

    2 . Functional Programming in Python

    • Understanding functions as first-class citizens
    • Lambda functions and functional tools
    • Decorators and closures

    3 . Object-Oriented Programming (OOP) in Advanced Python

    • Classes and objects
    • Inheritance and polymorphism
    • Encapsulation and abstraction
    • Design patterns in Python

    4 . Concurrency and Parallelism

    • Multithreading and multiprocessing
    • GIL (Global Interpreter Lock)
    • Asynchronous programming with async/await

    5 . Advanced Data Structures

    • Sets, Frozensets, and defaultdict
    • Advanced usage of lists, dictionaries, and tuples
    • Custom data structures

    6 . Advanced File Handling

    • Working with different file formats (JSON, CSV, XML)
    • File I/O best practices
    • Serialization and deserialization

    7  .Database Interaction

    • Connecting to databases using Advanced Python Programming
    • SQLAlchemy and ORM (Object-Relational Mapping)
    • Database migrations and transactions

    8 . Testing and Debugging

    • Unit testing and test-driven development (TDD)
    • Debugging techniques and tools
    • Profiling and performance optimization

    9 . Web Development with Flask/Django

    • Overview of web frameworks
    • Flask or Django for web development
    • RESTful APIs and web services

    10 . Data Science and Machine Learning with Python

    • NumPy and Pandas for data manipulation
    • Introduction to scikit-learn for machine learning
    • Data visualization with Matplotlib and Seaborn

    11 . Cybersecurity and Advanced Python

    • Basic security concepts in Python
    • Secure coding practices
    • Introduction to ethical hacking with Python

    12 . Automation and Scripting

    • Writing scripts for automation
    • Task scheduling with cron jobs
    • Integrating Python with other tools and systems

    Please Visit Python Official Site:

    Locus Academy has more than a decade experience in delivering the training/staffing on Advanced Python Concepts and Programming for corporates across the globe. The participants for the training/staffing on Advanced Python Concepts and Programming are extremely satisfied and are able to implement the learnings in their on going projects.

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