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Updated index.md (#22280)

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* Updated index.md

Added more resources to the article

* Updated index.md

* Added more resources to the article

Moved the lines out of the code block as requested
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Ritul Srivastava
2018-11-19 19:33:11 +05:30
committed by Tom
parent bd0b5fa208
commit a7616e7b23
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6
guide/english/machine-learning/linear-regression/index.md
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@ -37,6 +37,8 @@ def gradient_descent_runner(points, starting_b, starting_m, learning_rate, num_i
return [b, m]
gradient_descent_runner(wheat_and_bread, 1, 1, 0.01, 100)
```
Code example is from <a href='http://blog.floydhub.com/coding-the-history-of-deep-learning/' target='_blank' rel='nofollow'>this article</a>. It also explains gradient descent and other essential concepts for deep learning.
@ -66,3 +68,7 @@ print(model.intercept_)
from sklearn import metrics
print(metrics.accuracy_score(y_test, y_pred_class))
```
You can refer to this article for deeper insight into regression
https://www.analyticsvidhya.com/blog/2017/06/a-comprehensive-guide-for-linear-ridge-and-lasso-regression/