Complete Guide to Deep Neural Networks – Part 1

Neural networks have been around for decades, but recent success stems from our ability to …

Read
Perceptrons: The First Neural Networks

Neural Networks have become incredibly popular over the past few years, and new architectures, neuron …

Read
Building Blocks – Data Science and Linear Regression

“Data science” or “Big data analyst” is a phrase that has been tossed around since …

Read
Overview of Machine Learning

Computers are incredibly dumb. They have to be told explicitly what to do in the …

Read
An Overview of Reinforcement Learning: Teaching Machines to Play Games

Think back to the time you first learned a skill: driving a car, playing an …

Read
Supervised Learning – Using Decision Trees to Classify Data

One challenge of neural or deep architectures is that it is difficult to determine what …

Read
Advanced Recurrent Neural Networks

Recurrent Neural Networks (RNNs) are used in all of the state-of-the-art language modeling tasks such …

Read
Understanding Advanced Convolutional Neural Networks

Convolutional Neural Networks (CNNs) are used in all of the state-of-the-art vision tasks such as …

Read