البرمجة

Advanced Python Programming – برمجة متقدمة بلغة البايثون

This course is designed for experienced Python programmers seeking to deepen their understanding of the language and its applications

1 Enrolled

2 ساعات

abdelrahman Mohamed

About Course

This course is designed for experienced Python programmers seeking to deepen their understanding of the language and its applications. It will delve into advanced topics, including:
Metaprogramming: Explore techniques to manipulate Python code at runtime, such as decorators, metaclasses, and code generation.
Functional Programming: Learn to write concise and expressive code using functional paradigms, including lambda functions, map, filter, reduce, and list comprehensions.
Asynchronous Programming: Discover how to write non-blocking code for I/O-bound tasks using asynchronous programming concepts like coroutines and asyncio.
Concurrency and Parallelism: Understand the differences between concurrency and parallelism, and learn how to write efficient and scalable concurrent applications using threads, processes, and libraries like multiprocessing and threading.
Performance Optimization: Explore techniques to optimize Python code for speed and memory efficiency, including profiling, code optimization, and the use of specialized data structures.
Advanced Data Structures and Algorithms: Study advanced data structures like heaps, tries, and graphs, and learn how to implement efficient algorithms for various problem-solving tasks.
Design Patterns: Explore common design patterns in Python and learn how to apply them to create maintainable and scalable code.
Web Development with Frameworks: Dive deeper into web development with frameworks like Django and Flask, covering topics such as REST APIs, database interactions, and template rendering.
Scientific Computing and Data Analysis: Learn how to use Python for scientific computing and data analysis, including libraries like NumPy, SciPy, Pandas, and Matplotlib.
Machine Learning and Deep Learning: Explore the foundations of machine learning and deep learning, and learn how to build predictive models using Python libraries like TensorFlow and PyTorch.

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Instructors

abdelrahman Mohamed

0.0

7 Students

16 Courses

Level متوسط
Total Enrolled 1
Duration 2 ساعات
Last Updated سبتمبر 4, 2024

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Advanced Python Programming – برمجة متقدمة بلغة البايثون

About Course

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