Python Foundations Series All Access
Comprehensive 5 Course Series of Python Development Tools, Python Essentials, NumPy, SciPy, Advanced Python, and Interfacing with Other Languages
The Python Foundations Series All Access package provides a robust foundation of both introductory and advanced skills for scientists, engineers, and analysts who want to use Python in their daily work. First, Python Essentials focuses on standard data structures and patterns, syntax and language structure, control constructs, and text/file processing. From there, we look at Python libraries central to scientific and analytic computing, in particular NumPy and SciPy. Specific topics include numeric data processing and rapid manipulation, data visualization with 2D plots and matplotlib, and advanced topics such as structured arrays and memory-mapped arrays for dealing with large data sets. This is followed by a survey of the scientific algorithms available in SciPy including interpolation, equation solvers, statistical analysis, optimization, and others. Finally, we review how to create interfaces between Python and other languages such as C and C++.
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