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IntroML July 2022 workshop materials

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Nov 23, 2022 12:34 PM

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Welcome to our workshop - we are happy to have you here!

In this page you will find information and material we will show during the workshop. Slides will be made available after the event, so don’t worry too much about taking notes.

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Do you need access to the material we showed during the workshop? Follow the links and help yourself!

Agenda

Round of introductions
Core ML Concepts
Lunch Break
ML in Practice
Hands-on: Define your ML project
Closing and feedback round

1) Core ML Concepts: slides

Here are the slides of our workshop @July 6, 2022. Please do let us know if you have feedback!

IntroML 6.7.22.pdf9795.3KB

Practical 💻: Supervised Learning with Teachable Machine!

Go to https://teachablemachine.withgoogle.com!

2) Supervised learning: interactive notebook

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We’ll demo the notebook; you don’t need to run it in your computer during the workshop, but you are encouraged to do so afterwards!

You can access this notebook for tinkering at home at https://mlcolab.github.io/IntroML.jl/dev/supervised_learning.html. We recommend waiting to run the notebook yourself until after the workshop. To do so, click “Edit or Run Notebook” on the top right, and follow the instructions. The Binder option is simplest but least reliable.

Practical 💻: Neural Networks with Tensorflow Playground

Let’s build our very own neural network at playground.tensorflow.org.

3) Group discussion: shared slide set

Find the slides here!

4) Feedback form: want your opinion!

We would like to collect helpful feedback from you all, and will be shaping our next workshops based on it. Thank you for filling the feedback form!