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ejboettcher committed Dec 30, 2023
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## GemCity ML: A walk through JuypterAI
## GemCity ML: No /Low Code ML Tutorial
### July 20, 2023
### Evelyn J. Boettcher

Last year I gave a talk on how to use Tensorflow to predict when we will have another sunspot,from a tutorial from DeepLearning AI:

[Deeplearning-AI worksheet on fitting Sun Spot data with timeseries](https://github.com/https-deeplearning-ai/tensorflow-1-public/blob/main/C4/W4/ungraded_labs/C4_W4_Lab_3_Sunspots_CNN_RNN_DNN.ipynb)
![WTM](./data/WTM_Logo_Stacked_Horizontal_Color.png)

Evelyn J. Boettcher will go through a Google Women Techmakers educational tutorial on how to make an image classifier application with No/Low Code.

| Raw data | Prediction |
|:---:|:---:|
| ![](./data/sun_spot.png) |![](./data/sun_spot_predicted.png)|
This tutorial is designed to encourage kids to go into Computer Science by gently introducing them to AI and Machine learning. No Coding or ML experience needed.

Please bring a laptop. The goal of this tutorial is to walk you through the ML/AI concepts and build your own application that can recognize hand gestures, cat etc from a web camera.

### This go around
This is a step-by-step guide to build an ML image application

Going to use Juypter AI with OpenAI's ChatGPT to find all of the peaks and then get the mean spacing of the peaks.
| Subject | Image |
|:---- |:----------------------------------|
| Train a model | ![](./data/teachable_machine.png) |
| Export Model | ![](./data/export_model.png) |
| Integrat Model | ![](./data/evelyn_peace.png) |



### In this Repo

* Lesson Plan
* Slide Deck
* Web Application
* Student Low Code Web Application

Then we are going to compare it with how a data scientist would do with with scipy.



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