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Advanced Python for Data Science and Machine Learning

Price

₦ -

Duration

4 Weeks

About the Course

Description

This advanced Python course covers advanced topics on Python required to learn data science and machine learning. In this course, learners will learn about decorators, metaclasses, and other advanced programming techniques. You'll also explore concurrency, object-oriented programming concepts, functional programming, and design patterns. The course also includes testing strategies, database interaction, web development, and best practices for writing clean and efficient Python code. What will you learn?

  • Decorators and Metaprogramming

  • Metaclasses

  • Concurrency and Parallelism

  • Threading and multiprocessing.

  • Asynchronous programming with async/await.in python​

  • Global Interpreter Lock

  • Advanced OOP Concepts

  • Multiple inheritance

  • Method resolution order (MRO)

  • Abstract base classes (ABCs)

  • Mixins and composition

  • Higher-order functions

  • Lambda functions and closures

  • Map, filter, and reduce

  • Database Interaction(Object-Relational Mapping (ORM) with libraries like SQLAlchemy, MongoDB)

Skills You Will Develop

  • Additional projects

  • Advanced programming techniques

  • Conceptual skill

  • Testing Strategies

Eligibility Criteria

  • Concept of Advanced Python course

  • Good knowledge of Object Oriented programming system

  • Multiple inheritance


Your Instructor

Mechatron

Mechatron

With years of hands-on experience in technology, education, and industry applications, your instructor brings a passion for making complex topics simple and accessible. From programming fundamentals to advanced AI systems, each course is designed to be practical, engaging, and beginner-friendly. Whether you're just starting out or looking to level up your skills, you’ll gain real-world knowledge, guided by someone who’s been there and knows how to help you get where you want to go.

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