machine_learning

my first steps in machine learning world

tragedy_to_ml -> linear regression

In this code, we created a model using the Titanic dataset. Our model predicts the probability of a person's survival.

flowers_ml -> classification

In this code, our classifier model predicts a flower with given values of a sepal length, width, and petal length, width.

hello_world_ml

In this code neural network tries to determine the handwritten number.

linear_function_ml

In this code, one node tweaks its weight and bias that it founds the given linear function as y=mx+n

convolutional_neural_network

This code classified ten daily objects using convolutional neural networks CNN for short. Essentially what CNN does is it determines features out of filters which gives us the ability to use our model for more general situations.

hidden_markov_model

In this piece of code, we used the hidden Markov model.