Python for engineers - free course from Skillbox, training, Date: November 30, 2023.

MAI graduate. Automates the processes of creating reports, for example, a report on the efficiency of nodes and communication lines.

Webinars and practice based on real cases await you.

30 videos, 6 practical problems

Python Development Basics
Master the basic concepts of the language: variables, functions, conditions, loops.

Advanced Python Features
Get to know functions at an advanced level and learn functional programming concepts. You will analyze typical tasks with sequences and install the development environment.

Symbolic and Numerical Calculations in Python
Get to know the SymPy, NumPy and SciPy libraries. You will be able to solve differential and nonlinear equations using Python, as well as apply interpolation.

Data visualization
You will be able to create and visualize data in an informative and visually pleasing way using the Python libraries Matplotlib, Seaborn, Ploty, Bokeh and other tools. Learn to combine graphs into layouts.

Processing and primary analysis of various types of data
Learn to work with different file formats. Learn regular expressions and become familiar with the Pandas data processing and analysis library. Learn the basics of statistical analysis and regression.

Interaction with the operating system and hardware
Learn how to work with files in Python and send network requests. You can automatically capture images and videos from a web camera for further conversion.

Final work - Analysis and visualization of technical data
You will analyze data from several devices, prepare it for a report, calculate statistics and visualize the result.