Python: Programming Efficiently
MP4 | Video: 720p | Duration: 2:15:43 | English | Subtitles: VTT | 457.1 MB
Cut down on your development time by learning how to write elegant code in an efficient manner, specifically in Python-the popular and pragmatic object-oriented language. Michele Vallisneri explains how to make your Python code more expressive and concise, and leverage the most powerful features of the language. He shines a spotlight on some of the strongest third-party packages you can take advantage of, discusses object-oriented and functional programming, and shares strategies for improving the performance of your code. Michele illustrates these concepts with many intriguing examples, showing how to make 3D images and videos using photographs taken by a NASA rover on Mars, map the rover's progress through Martian topography, draw and paint fractals, and more.
Topics include:
Designing efficient loops
Exploiting Python collections
Writing Pythonic code
Choosing the best libraries for your tasks
Downloading webpages with requests
Parsing HTML with Beautiful Soup
Manipulating images with Pillow
Making videos and drawing on maps with matDescriptionlib
Serving webpages with Jinja2 and Flask
Working with Python classes
Taking advantage of functional techniques
Profiling CPU and memory use
Exploiting parallelism
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