# Marko Jerkić

Learner's Deep Learning Blog

### Text Understanding from Scratch: Paper Summary

This is a new format in which I am going to try myself in the next couple of weeks – paper summaries. This is a paper by Xiang Zhang and…

### Why aren’t you using Anki – The greatest study tool EVER!

I’ve been using Anki for a while now, and I have to say that it’s a been game changer.  In this blog post, I am going to outline how I…

### Mathematical Basics Of Gradient Descent

Gradient descent is the backbone of a lot of machine learning algorithms, deep learning included. It is used only during the training, and it is the most computationally expensive part…

### Neural Network Output Units

The primary function of a feedfoward neural network is to create a prediction of some sorts. The most popular task that is handled by a feedfoward neural network is classification…

### Probability Distributions Part II – Gaussian, Exponential

In part one of this series, I covered two very basic probability distributions – Bernoulli and multinouli. If you want to find out more about those, or if you wish…

### Probability Distributions Part I – Bernoulli, Multinoulli

Probability distributions are used in statistics to describe how likely a random variable is to take on each of it’s possible states. Random variables can be discrete and continuous. A…

### Vectors, Matrices, Tensors – What’s The Difference?

Linear algebra is a branch of mathematics which deals with solving a system of linear equations.  It is widely used throughout science and engineering and it is essential to understanding…

### Where Do I Get My Pretrained Networks?

Pretrained networks are very useful. A pretrained network is a deep learning model which has been already trained on some data and the weights of the model have been made…

### Tensorflow Style Transfer That Actually Works

A few days ago, I published a blog post on writing a python program which transfers style onto a content image using Keras, which you can find here. The reason…

### Neural Style Transfer In Keras

This has got to be one of the coolest implementations of machine learning. If you don’t know what neural style transfer is, it’s basically taking a content image, like a…