Recurrent Neural Networks for Language Modeling
Many neural network models, such as plain artificial neural networks or convolutional neural networks, perform really well on a wide range of data sets. They’re being used in mathematics, physics,
Explore Free Python Tutorials
Learn Python! Explore how to use Python to code games and apps, work with machine learning, or analyze data via free Python tutorials.
All About Autoencoders
Data compression is a big topic that’s used in computer vision, computer networks, computer architecture, and many other fields. The point of data compression is to convert our input into
Data Clustering with K-Means
Determining data clusters is an essential task to any data analysis and can be a very tedious task to do manually! This task is nearly impossible to do by hand
A Guide to Improving Deep Learning’s Performance
Although deep learning has great potential to produce fantastic results, we can’t simply leave everything to the learning algorithm! In other words, we can’t treat the model as some black-box,
Introduction to Convolutional Neural Networks for Vision Tasks
Neural networks have been used for a wide variety of tasks across different fields. But what about image-based tasks? We’d like to do everything we could with a regular neural
Complete Guide to Deep Neural Networks – Part 2
Read Part 1 here. Last time, we formulated our multilayer perceptron and discussed gradient descent, which told us to update our parameters in the opposite direction of the gradient. Now
Complete Guide to Deep Neural Networks – Part 1
Neural networks have been around for decades, but recent success stems from our ability to successfully train them with many hidden layers. We’ll be opening up the black-box that is
Building Blocks – Data Science and Linear Regression
“Data science” or “Big data analyst” is a phrase that has been tossed around since the advent of Big Data. But what is it, really? Well imagine working for a
Overview of Machine Learning
Computers are incredibly dumb. They have to be told explicitly what to do in the form of programs. Programs have to account for every possible branch of logic and are
Become a Python Web Programmer
If you have the basics of Python 3 down then you are ready to learn how to use those skills for web development. Python is a favorite among many developers
From 0 to 1: Machine Learning, NLP and Python – Cut to the Chase
Are you an Analytics professional, modeler, or a big data professional who hasn’t had exposure to machine learning? Do you want to expand your current level of understanding so you
A Comprehensive Introduction to Pygame
Welcome to an introduction to Pygame. Familiarity in Python will be required, but not game development. The course covers the basic setup of a Pygame file, drawing images and getting
The Complete Computer Vision Course with Python
Take your Python skills to the next level while learning about image filtering, processing, pattern recognition, machine learning, face detection. and other skills that are in high demand today. These
A Gentle Introduction to Python Programming
Python makes for a great first language. It was designed with the newcomer in mind. It has a simple, highly readable syntax and is easy to learn. Python requires less
Python Programming for Beginners
Get started programming with Python, one of the world’s most popular and versatile programming languages. Whether you just need a brush-up or have never programmed with Python, you will be
Game Development with Python
Do you have an idea for a game you’re itching to produce? Do you want to know the professional techniques used by game developers worldwide. Do you want to be
Python Game Development – Create a Flappy Bird Clone
Develop a clone of the smash hit game Flappy Bird using the Python Programming Language. Learn Python game development using the PyGame platform. Learn game development in a more fun