Python Bootcamp: From Beginner to Professional, incl. Data Science
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Python is one of the most popular programming languages and is used in a variety of different application areas; such as Data Science, Machine Learning, web development, or desktop applications.
This course teaches the fundamentals of programming with Python, without requiring any prior knowledge. After participants have acquired solid basic knowledge through detailed explanations and various practical exercises, additional tools are introduced that allow Python to be used in a tailored way:
- Numpy, Pandas and Matplotlib for Data Science,
- Flask, as well as crawling with
requestsandbeautifulsoupfor web development, - Jupyter Notebooks for developing interactive programs and
- PyQt for desktop applications.
Specifically, participants learn through many practical examples how to extract data from websites, how to set up their own web server, how to write desktop applications (programs with graphical user interface), and how to do machine learning with Python.
With quizzes, tests, cheat sheets and exercises, independent engagement with the course content is encouraged. In a total of over 300 lessons, participants are prepared to confidently use Python across its full application spectrum.