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Why Are Planet Orbits Elliptical?

An introduction to the history of solving one of the oldest questions of astronomy.

I

Applied Math. Part I: Introduction.

How to embrace the unembraceable?

II

Applied Math. Part II: Derivative.

A quick recap of what derivative is and what it is for.

What Is Deep Learning?

A short introduction into the world of Machine Learning.

I

Multilayer Perceptron. Part I: Introduction.

The simplest neural network architecture. Basic concepts.

II

Multilayer Perceptron. Part II: Training.

How is perceptron trained?

III

Multilayer Perceptron. Part III: Regularization.

The story of why regularization is essential for training neural networks.

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