# Marko Jerkić

Learner's Deep Learning Blog

## Category: Deep Learning

### 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…

### 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…

### Rewriting Siraj Raval’s Game of Thrones Word Vectors Using Tensorflow

Siraj Raval’s video on how to make word vectors out of five A Song Of Ice And Fire books is a helpful demonstration of word embeddings, but not so helpful…

### Activation functions explained

I love this kind of featured images. It makes people think that you are so smart and that you’ve figured out life. They’re hilarious. It it makes the topic of…

### What Is Dropout? – Deep Learning

Overfitting can be a serious problem in deep learning. Dropout is a technique developed to solve this exact problem. It is one of the biggest advancements in deep learning to…

### Build A Multi Layer Neural Network With L2 Regularization Using Tensorflow

For some very simple problems, a single layer neural might be able to do the job quite well . You might be able to do to process this data set…

### How To Build A Simple Prediction App Using Tensorflow

In this blog post, I’ll be showing you how to create a simple prediction app using Tensorflow. Bear in mind that I am only a beginner and I’m just learning….

### How To Build A Simple Neural Network From Scratch

A a while ago, I transitioned from Android development into deep learning. I went into the reason on why I did it in this article, but the gist of it…

### How I Plan On Learning Deep Learning

Learning any technology can be tricky. Especially if it’s your first one. Luckily, it’s not for me. I do already have some programming experience. I have some experience with Java…