O’Reilly – Intermediate Python Programming (2015)
English | Size: 3.52 GB (3,781,163,015 Bytes)
Category: CBTs
Go beyond Python basics and learn the coding techniques you need to take your applications to the next level. In this instructive video course, Python expert Steve Holden takes you deeper into the language’s idiosyncrasies, as well as data access and storage, libraries for scientific computing, IDEs, and many other useful tools.
Picking up where Jessica McKellar’s Introduction to Python video course leaves off, Intermediate Python starts by introducing you to IPython Notebook, the web-based interactive computational environment that serves as a key tool throughout this presentation. You’ll then dive into an array of topics, including:
Functions: return values, arguments, decorators, and the function API
Comprehensions, generator functions, and generator expressions
Understanding the import system and namespace relationships
Using the Python DB API to query and maintain relational data, and JSON to extract data from the Web
The NumPy, SciPy, and Matplotlib libraries for numerical and analytical computing
An introduction to unit testing with unit test
Deeper understanding of Unicode, with explanations of encoding and decoding techniques and the relationship between byte strings and text
An introduction to textual analysis using regular expressions
Information sources for documentation, further research, and coding style considerations
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