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Курс Gradient descent for linear regression - Онлайн-навчання з сертифікатом
python

Gradient descent for linear regression

Andrey Vlasenko

Python

8 Chapters

0 Studying now

The starting point for all optimization theory and machine learning is the idea that we can use calculus to automatically step by step change the result towards improvement. In this course, we will apply this idea to a linear model.

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python

Gradient descent for linear regression

INTERMEDIATE

#python

Автор: Andrey Vlasenko

Опис курсу

The starting point for all optimization theory and machine learning is the idea that we can use calculus to automatically step by step change the result towards improvement. In this course, we will apply this idea to a linear model.

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Complete this visualization code

Visualization of the derivative

Derivative with respect to b

Derivative with respect to k

Complete the loop of approaching optimal

Vectors of derivatives

Visualization of the gradient direction

Complete the gradient descent

Ми дуже хвилюємося, що щось пішло не так. Що трапилося?
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