Computer Science Fundamentals

Online Python Programming for Data Science and Machine Learning Course

Fernakademie für Erwachsenenbildung
Fernakademie für Erwachsenenbildung
Program Type
Online Certificate Program
Language
German
Length
1 year
Price Level
$$$$higher then 1000 US$ or equivalent for full course
Method
E-Learning

Program Description

This comprehensive distance learning program equips aspiring developers, data analysts, and IT professionals with industry-relevant skills in modern Python programming, data analytics, and artificial intelligence. Designed for both beginners without extensive coding experience and professionals seeking technical upskilling, the course trains participants to systematically analyze complex datasets, identify meaningful patterns, and construct predictive algorithms.

The curriculum begins with foundational programming concepts, including data structures, lists, dictionaries, exception handling, and modular code architecture, before progressing to advanced object-oriented programming. Participants master essential scientific libraries such as NumPy, Matplotlib, and pandas to process data and generate expressive visual dashboards. Advanced modules address statistical modeling, probability theory, big data processing pipelines, and foundational machine learning and artificial intelligence algorithms.

Instruction combines twelve structured study booklets and interactive web-based training modules with hands-on software development using Anaconda and the Spyder IDE. Learners complete practical coding assignments evaluated by expert instructors who provide individualized feedback and academic guidance. The online study center provides 24/7 access to digital materials, supplementary live webinars, collaborative peer forums, and dedicated organizational study coordinators, concluding with an accredited institutional certificate.

Program details at Fernakademie für ErwachsenenbildungThe provider's course page with enrollment

Application Details

Applicants require solid general computer skills and routine proficiency operating Microsoft Windows, Apple macOS, or Linux. Basic English reading comprehension and sound logical reasoning abilities are also expected. Enrollment is open continuously and can be completed directly through the institution website.

No formal application is needed. Use the link to the program details to enroll directly with Fernakademie für Erwachsenenbildung: fill in the short enrollment form and pay the fees, and you are enrolled.

Request free information from Fernakademie für ErwachsenenbildungBrochure and enrollment documents, straight from the provider