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Machine Learning with Python, Certificate

  • Application Deadline
  • 14 days
University rank #147 (QS) Berlin, Germany
In this course you will learn the basic knowledge of machine learning and some applications for machine learning with the use of the programming language Python. You will be working at the computer. Through many different tasks you get to know several topics in this area and you will acquire some fundamental skills in Python.
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Upon the completion of the course you will be able to understand and write scripts in Python and use specific software libraries for your case of machine learning task.

Detailed Programme Facts

  • Programme intensity Full-time
    • Full-time duration 14 days
  • Credits
    3 ECTS
  • Languages
    • English
  • Delivery mode
    On Campus

Programme Structure

The course will include the following topics:

  • Python syntax
  • Logistic regression
  • Neural nets
  • Supervised learning
  • Unsupervised learning
  • Reinforcement learning
  • Document classification
  • Image classification
  • Game ai development


Lars Gehrke worked as a software developer for the IT service provider of the German Chambers of Commerce and Industry for five years.

He finished his apprenticeship 2016 and his B.Sc. 2018 at the University of Applied Sciences and Arts in Dortmund.

English Language Requirements

This programme may require students to demonstrate proficiency in English.

General Requirements

The general prerequisites of the TU Berlin Summer University are the following: at least one year of university experience + English level B2 or equivalent.

Technological Requirements

In computer science it is recommended to know:

  • What a variable, assignment and statement means
  • What a software library and an interface means
  • How a loop and a conditional statement generally works

Some basic knowledge of console commands, especially those related to file management is a plus.

Tuition Fee

  • International

    950 EUR/full
    Tuition Fee
    Based on the original amount of 950 EUR for the full programme and a duration of 14 days.
  • National

    950 EUR/full
    Tuition Fee
    Based on the original amount of 950 EUR for the full programme and a duration of 14 days.
We've labeled the tuition fee that applies to you because we think you are from and prefer over other currencies.

Course fee: covers both tuition and learning materials, excursions/field trips, cultural program, public transportation ticket for Berlin, and library access.

Living costs for Berlin

  • 836 - 1340 EUR/month
    Living Costs

The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.


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