Alexander Hess
1566258b25
- make it more generic (not cscm in the names) - update the readme and license files - use latest releases in pyproject.toml and requirements.txt
50 lines
2.5 KiB
Markdown
50 lines
2.5 KiB
Markdown
# Workshop: Machine Learning for Beginners
|
|
|
|
This repository contains the code for the workshop "Machine Learning for
|
|
Beginners" as presented in various occasions at
|
|
[WHU - Otto Beisheim School of Management](https://www.whu.edu), such as the
|
|
[Campus for Supply Chain Management](https://www.campus-for-supply-chain-management-cscm.de/),
|
|
[IdeaLab](https://www.idealab.io)'s [IdeaHack](http://www.ideahack.io), or
|
|
within many [executive education](https://ee.whu.edu/) programs.
|
|
|
|
|
|
## Prerequisites
|
|
|
|
To be suitable for *total beginners*, there are *no* prerequisites.
|
|
If you are interested to learn more after this workshop, check out the
|
|
full-semester course **[Introduction to Python & Programming](https://github.com/webartifex/intro-to-python)**.
|
|
|
|
|
|
## Installation
|
|
|
|
To follow this workshop on your own computer, a working installation of
|
|
**Python 3.6** or higher is required.
|
|
|
|
A popular and beginner friendly way is to install the [Anaconda Distribution](https://www.anaconda.com/distribution/)
|
|
that not only ships Python but comes pre-packaged with a lot of third-party
|
|
libraries from the so-called "scientific stack".
|
|
Just go to the [download](https://www.anaconda.com/distribution/#download-section)
|
|
section and install the latest version (i.e., *2019-10* with Python 3.7 at the
|
|
time of this writing) for your operating system.
|
|
|
|
Then, among others, you will find an entry "Jupyter Notebook" in your start
|
|
menu.
|
|
Click on it and a new tab in your web browser will open where you can switch
|
|
between folders as you could in your computer's default file browser.
|
|
|
|
To download the course's materials as a ZIP file, click on the green "Clone or
|
|
download" button on the top right on this website.
|
|
Then, unpack the ZIP file into a folder of your choosing (ideally somewhere
|
|
within your personal user folder so that the files show up right away).
|
|
|
|
|
|
## About the Author
|
|
|
|
Alexander Hess is a PhD student at the Chair of Logistics Management at the
|
|
[WHU - Otto Beisheim School of Management](https://www.whu.edu) where he
|
|
conducts research on urban delivery platforms and teaches an introductory
|
|
course on Python (cf., [Fall Term 2019](https://vlv.whu.edu/campus/all/event.asp?objgguid=0xE57C2715B01B441AAFD3E79AA05CACCF&from=vvz&gguid=0x6A2B0ED5B2B949E69957A2099E7DE2F1&mode=own&tguid=0x3980A9BBC3BF4A638E977F2DC163F44B&lang=en),
|
|
[Spring Term 2020](https://vlv.whu.edu/campus/all/event.asp?objgguid=0x3354F4C108FF4E959CDD692A325D9AFE&from=vvz&gguid=0x262E29795DD742CFBDE72B12B69CEFD6&mode=own&lang=en&tguid=0x2E4A7D1FF3C34AD08FF07685461781C9)).
|
|
|
|
Connect him on [LinkedIn](https://www.linkedin.com/in/webartifex).
|
|
|