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Update README.md
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psrana authored Aug 29, 2021
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- Clustering

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### **Self Learning Resource**
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### **1. Self Learning Resource**

Tutorial on Pycaret for Regression, Classification and Clustering <a href="https://pycaret.readthedocs.io/en/latest/tutorials.html"> Click Here</a>


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### **In this tutorial we will learn:**
### **2. In this tutorial we will learn**
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- Getting Data: How to import data from PyCaret repository
- Setting up Environment: How to setup an experiment in PyCaret and get started with building regression/classfication/clustering models
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- Save / Load Model: How to save / load a model for future use

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### **Three line of code for model comparison for "Insurance" dataset**
### **3. Three line of code for model comparison for "Insurance" dataset**
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```
from pycaret.datasets import get_data
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cm = compare_models()
```
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### **Outcome for Regression**
### **4. Outcome for Regression**
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![image](https://user-images.githubusercontent.com/7460892/131240765-b6d5b18d-aa4c-4a97-9143-e36d2f5fce8c.png)

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### **Outcome for Classification**
### **5. Outcome for Classification**
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![image](https://user-images.githubusercontent.com/7460892/131240746-52a257aa-6ebd-4b23-a35a-723b28531247.png)

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### **Outcome for Clustering**
### **6. Outcome for Clustering**
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![image](https://user-images.githubusercontent.com/7460892/131206252-10a4e5ec-ec8f-4017-8617-ae46d47dcdcf.png)

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