About This Course
In this course, we will be building on top of your existing basic understanding of the Python language, and programming in general. We will cover concepts that will take you to the next level of programming expertise, which includes language constructs that are typically not covered in a beginner level course – concepts like generators, decorators, callbacks, higher order functions, context managers and more.
Moreover, we will discuss some tools that are essential to the life of a professional programmer such as logging for tracking down bugs. This course also tackles parallel programming and asynchronous programming, which are other important concepts you must understand to code in a production environment.
What this course covers:
- Cross-cutting Tools (logging and testing)
- Caveats in usage of lists
- Intermediate Python concepts such as decorators, generators, context managers
- Parallel programming, multithreading, synchronization, locks
- Asynchronous programming (asyncio)
- Plotting data
- Regular Expressions
Our Promise to You
By the end of this course, you will have learned intermediate Python programming.
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Course Curriculum
| Section 1 - Introduction | |||
| Environment Setup And Jupyter Notebook | 00:00:00 | ||
| Section 2 - Cross - Cutting Tools | |||
| Logging And How To Debug Code In Realtime | 00:00:00 | ||
| Testing And Test Driven Development | 00:00:00 | ||
| Testing Examples | 00:00:00 | ||
| Section 3 - Intermediate Programming Concepts | |||
| List Mutability And Deep Copying | 00:00:00 | ||
| Generators And Memory Efficiency | 00:00:00 | ||
| Generators Case Study | 00:00:00 | ||
| Higher-Order Functions | 00:00:00 | ||
| Callbacks | 00:00:00 | ||
| Section 4 - Time Saving Features | |||
| Decorators | 00:00:00 | ||
| Decorator Case Study – Memorize | 00:00:00 | ||
| Context Managers | 00:00:00 | ||
| More On Context Managers | 00:00:00 | ||
| Section 5 - Parallel And Asynchronous Programming | |||
| Multithreading – Multiple Tasks Simultaneously | 00:00:00 | ||
| Synchronization Issues And Locks | 00:00:00 | ||
| Asynchronous Programming : Asyncio, Async, Await | 00:00:00 | ||
| Section 6 - Functional Programming | |||
| Basics Of Functional Programming Map | 00:00:00 | ||
| Filter And Reduce, Rationale For Functional Programming | 00:00:00 | ||
| Section 7 - Applications | |||
| Plotting Introduction | 00:00:00 | ||
| Plotting Case Study | 00:00:00 | ||
| Pattern Matching With Regular Expressions | 00:00:00 | ||
| Modular RegExp And How Not To Have Headaches With RegExp | 00:00:00 | ||
| Extracting Matched Strings With RegExp | 00:00:00 | ||
| Downloadable Materials | 00:00:00 | ||
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