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Machine Learning with Python, Certificate

  • Application Deadline
  • 1 month
    Duration
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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Overview

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 1 months
  • Credits
    5 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

Lecturers

The course will be taught by experienced lecturers from the TU Berlin.

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

    1950 EUR/full
    Tuition Fee
    Based on the original amount of 1950 EUR for the full programme and a duration of 1 months.
  • National

    1950 EUR/full
    Tuition Fee
    Based on the original amount of 1950 EUR for the full programme and a duration of 1 months.
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.

Funding

Studyportals Tip: Students can search online for independent or external scholarships that can help fund their studies. Check the scholarships to see whether you are eligible to apply. Many scholarships are either merit-based or needs-based.

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