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AI200: Introduction to Python for Data Science and AI

Training: Artificial Intelligence

For IT professionals and developers, but also for beginners without extensive programming experience, this course offers a practical introduction to Python for data science and AI. It covers syntactic fundamentals, core concepts, and essential libraries such as NumPy, pandas, and Matplotlib.

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Possible course languages: German

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Would you like to request an appointment? Then click on 'No matching appointment?'

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Agenda:

Brief introduction to Python basic elements (variables, functions, loops, etc.) using simple examples.

Introduction to Python modules for extending functionality (installing modules with pip, introducing modules such as: os, NumPy, Matplotlib using examples)

Introduction to data manipulation and visualization with pandas and matplotlib using easily understandable datasets

Final summary and outlook on advanced courses / discussion on how to apply the learned content to one's own context

Objectives:

Learn Python programming fundamentals, understand basic constructs and elements of Python, get familiar with important standard libraries for data analysis.

Target audience:

Developers
IT professionals
Professionals without programming experience

Prerequisites:

none

Description:

The workshop AI200 Introduction to Python for Data Science and AI serves as your gateway into the world of data analytics and AI at qSkills™.

You will be taught fundamentals of Python programming, with focus on syntactic basic elements and concepts. Additionally, important standard libraries for data analytics will be introduced, such as NumPy, pandas and Matplotlib. The course is ideal for IT professionals and developers, but also suitable for persons without extensive programming experience who want to advance their skills in the areas of Data Science and Artificial Intelligence.