Machine Learning With TensorFlow

Get hands-on experience in applying machine learning techniques with TensorFlow.

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Kursinformation

KURSBESCHREIBUNG

For students the participation is for free. For employees we charge a participation fee of 200€.


Your Background
You already have some programming knowledge and are interested in getting hand-on knowledge in how to train and use machine learning algorithms.


The Course Content

This course is based on the online Coursera Specialization "TensorFlow in Practice" provided by deeplearning.ai. The instructors are Andrew Ng and Laurence Moroney. Andrew Ng was founding lead of the Google Brain Team and is a professor in computer science at Stanford University. Laurence Moroney is an AI developer at Google and author of a large variety of books.

The course will provide you with an introduction to machine learning and deep learning, and further teach you about computer vision using convolutional neural networks, natural language processing, and how to solve time series and forecasting problems.


How It Works
The course will take place every Tuesday from 4 pm to 5.45 pm.
During the week you will be expected to work through the assigned online course content, which will take you approximately 3 to 4 hours each week, open questions considering the course content and possible additional implications will then be discussed in the weekly offline course on Tuesday. Towards the end of the semester you will work in teams on your own machine learning project.
All needed software and online course content is free. For the practical assignments in the online course, however, it will be necessary to create a Google account.

Before the first course, there will be a semester opening for all participants of the opencampus.sh education program on October 22.

The Formalities
In order to receive a certificate of attendance for this course, active participation is expected, and no more than two classes may be missed. The active participation is proven by screenshots of your taken online courses and the final project presentation of you and your team.
The same conditions also apply in order to receive credit points.

Further details may be given in the course and here.

ALLGEMEINE INFOS

Kursname:
Machine Learning With TensorFlow
Ort:
Starterkitchen, Kuhnkestraße 6
ECTS:
2.5
Semester:
Wintersemester 2019/2020
Anmeldefrist:
17.10.2019
Start:
29.10.2019
Ende:
11.02.2020

Kursleitung

Name:
Steffen Brandt
E-Mail:
steffen@opencampus.sh
Telefon:
0431/90894380