Materials for the WTF is Machine Learning event held on November 18, 2017 by VietStartup London.
- 10:00-11:00: Basics of Machine Learning (video, slides)
- 11:00-11:15: Coffee Break
- 11:15-12:00: Cracking the Love Codes (video, slides)
- 12:00-13:00: Break
- 13:00-14:00: Linear Regression (notebook, hard notebook, answers)
- 14:00-15:00: Logistic Regression (slides, notebook, hard notebook, answers)
For the event attendees, please make sure that you complete steps 1-7 below.
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Download Anaconda distribution Python version 3.6 from https://www.anaconda.com/download.
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Follow the installation instructions for your system on https://docs.anaconda.com/anaconda/install.
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Download this project using this link: https://github.com/VietStartupLondon/wtf-is-machine-learning/archive/master.zip
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Move the zip file to your Documents folder and unzip it.
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Start a new terminal (in Linux or Mac Os) or command promt (In Windows, press Start > Run > type in
cmd), and enter:
jupyter notebook
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A new tab should open in your browser with the Jupyter notebook application running on
localhost:8888. Navigate to the folder in Documents containing the project "wtf-is-machine-learning". -
Open up "IntroductionToPython.ipynb" to familiarise yourself with Python and Jupyter notebook. Pay particular attention to section 6 in the notebook but don't sweat over it too much. We will help you during the session.
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You can then proceed with the notebook 'LinearRegression.ipynb', followed by 'LogisticRegression.ipynb'. If you are up for a challenge try the Hard version instead.
This event was organized by (in alphabetical order):