Advanced Python

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Course level:Expert
$ 0
Enrollment validity: Lifetime

Description

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To deepen participants’ expertise in Python programming, focusing on advanced topics such as web development, data science, machine learning, and automation, preparing them for complex real-world projects.

What I will learn?

  • Recall Python syntax rules, data structures, and built-in functions.
  • Explain object-oriented programming principles and algorithm design in Python.
  • Implement advanced Python concepts in real-world projects and problem-solving tasks.
  • Evaluate code efficiency, debug errors, and optimize performance in Python programs.
  • Critique different libraries like NumPy and Pandas for data analysis and visualization.
  • Develop complex applications using GUI frameworks and web development tools in Python.
  • Integrate machine learning algorithms and automation techniques into Python projects.
  • Plan and execute advanced Python projects, demonstrating mastery of programming skills and creativity.

Material Includes

  • ​​This course may provide various training resources including but not limited to: study guides, visual aids, Images, diagrams, multimedia presentations, web-ready content, branching scenarios by geography and/or professional interest, educational software for a comprehensive learning experience and a Certificate of completion

Target Audience

  • Experienced Python developers looking to master advanced concepts like web development, machine learning, and automation using Python.

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Course Curriculum

PRE-COURSE EVALUATIONS

1. Decorators and Metaclasses

2. Concurrency and Parallelism

3. Advanced Modules and Libraries

4. Advanced Python Techniques

5. Testing and Debugging Strategies

6. Performance Optimization and Profiling

POST-COURSE EVALUATIONS

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