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Beyond Basic Programming - Intermediate Python

3 hours of video content - 37 units

Take your Python skills to the next level. Learn how expert programmers work with code and the techniques they use.

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License Type
$2781

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✔ Whitelabel and brand as your own
✔ Modify and change to your needs
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✔ Direct access after purchase

Specifications
  • Last Updated
  • Units
    37

Curriculum

1. Introduction
1.1 Watch this first
1.2 Environment setup and Jupyter Notebook

2. Cross-cutting tools
2.1 Logging
2.2 Practical Activity: Logging
2.3 Testing and test driven development
2.4 Testing example
2.5 Practical activity: Testing

3. Intermediate Programming Concepts
3.1 List mutability and deep copying
3.2 Practical Activity: List Mutability
3.3 Generators and memory efficiency
3.4 Generators case study
3.5 Higher-Order functions
3.6 Callbacks
3.7 Practical Activity: Generators

4. Time Saving Features
4.1 Decorators
4.2 Decorator case study - memoize
4.3 Practical Activity: Decorators
4.4 Context managers
4.5 More on context managers
4.6 Practical activity: context managers

5. Parallel and Asynchronous Programming
5.1 Multithreading - Multiple Tasks Simultaneously
5.2 Synchronization Issues and Locks
5.3 Practical Activity: Multithreading
5.4 Practice Activity: Locks
5.5 Asynchronous Programming (Asyncio, Async/Await)
5.6 Practice Activity: Asynchronous Programming

6. Functional Programming
Basics of Functional Programming, Map
Filter and Reduce, Rationale for Functional Programming
Practice Activity: Functional Programming

7. Applications
7.1 Plotting Intro
7.2 Plotting Case Study
7.3 Practical Activity: Plotting
7.4 Pattern Matching with Regular Expressions
7.5 Modular RegExp (and How Not to Have Headaches with RegExp)
7.6 Extracting Matched Strings with RegExp
7.7 Practical Activity: Regular Expressions

8. Extra Resources
8.1 Course Resources Download

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Beyond Basic Programming - Intermediate Python

If you're ready to elevate your coding skills, our course, Beyond Basic Programming - Intermediate Python, is designed just for you. This course is ideal for those who have a foundational understanding of Python and are eager to explore advanced concepts that will set you apart as a programmer. Whether you’ve completed an introductory course or taught yourself the basics, you’ll find this course invaluable in your journey to becoming an expert.

What You'll Learn

  • Advanced Python Concepts: Dive into decorators, generators, context managers, and more to enhance your coding toolkit.
  • Cross-Cutting Tools: Learn essential tools like logging and testing to streamline your development process.
  • Parallel and Asynchronous Programming: Master the art of multithreading, synchronization, and the asyncio library to write efficient, responsive code.
  • Regular Expressions: Understand how to utilize regex effectively without the common headaches that come with it.

Why Choose This Course?

This is not just a series of lectures; we employ a case study-based approach that motivates you to understand why these concepts are important and how they fit together in real-world applications. You won't just learn how to code; you'll learn how to write clean, maintainable code that can save you time.

Instructor Expertise

With over 17 years of experience in the field, our instructor holds a PhD in Security and has worked extensively as a Linux System Administrator and VoIP DevOp. They bring a wealth of knowledge to the course, ensuring you're guided by an expert in the field.

Who Should Enroll?

This course is perfect for anyone who:

  • Has a basic understanding of Python.
  • Wants to expand their programming skills to a professional level.

Don't miss your chance to transform your coding abilities. Join the Beyond Basic Programming - Intermediate Python course today and take the next step in your programming journey!

About the instructor

Mohammad Nauman

I have a PhD in Computer Sciences and a PostDoc from the Max Planck Institute for Software Systems. I have been programming since early 2000 and have worked with many different languages, tools and platforms.

I have an extensive research experience with many state-of-the-art models to my name. My research in Android security has led to some major shifts in the Android permission model.

I love teaching and the most important reason I upload online is to make sure people can find my content.

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