3 different types of generative adversarial networks (GANs) and how they work
Generative adversarial networks (GANs) have been greeted with real excitement since their creation back in 2014 by Ian Goodfellow and his research team. Yann...
Paper in Two minutes: Attention Is All You Need
A paper on a new simple network architecture, the Transformer, based solely on attention mechanisms
The NIPS 2017 accepted paper, Attention Is All You Need,...
AI to the rescue: 5 ways machine learning can assist during emergency situations
At the wee hours of the night, on January 4 this year, over 9.8 million people experienced a magnitude 4.4 earthquake that rumbled across...
The Deep Learning Framework Showdown: TensorFlow vs CNTK
The question several Deep Learning engineers may ask themselves is: Which is better, TensorFlow or CNTK?
Well, we're going to answer that question for...
Iterative Machine Learning: A step towards Model Accuracy
Learning something by rote i.e., repeating it many times, perfecting a skill by practising it over and over again or building something by making...
Best Machine Learning Datasets for beginners
“It’s not who has the best algorithm that wins. It’s who has the most data” ~ Andrew Ng
If you would look at the way...
Why TensorFlow always tops machine learning and artificial intelligence tool surveys
TensorFlow is an open source machine learning framework for carrying out high-performance numerical computations. It provides excellent architecture support which allows easy deployment of...
NVIDIA leads the AI hardware race. But which of its GPUs should you use...
For readers who are new to deep learning and who might be wondering what a GPU is, let’s start there. To make it simple,...
What makes functional programming a viable choice for artificial intelligence projects?
The most common programming languages currently used for AI and machine learning development are Python, R, Scala, Go, among others with the latest addition...
Machine learning ethics: what you need to know and what you can do
Ethics is, without a doubt, one of the most important topics to emerge in machine learning and artificial intelligence over the last year. While...
Must Read in Cloud & Networking
Top life hacks for prepping for your IT certification exam
I remember deciding to pursue my first IT certification, the CompTIA A+. I had signed up for a class that lasted one week, per...
Must Read in Data
Learn Transformers for Natural Language Processing with Denis Rothman
Key takeaways
The transformer architecture has proved to be revolutionary in outperforming the classical RNN and CNN models in use today.
Artificial intelligence is...
