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...
How to handle categorical data for machine learning algorithms
The quality of data and the amount of useful information are key factors that determine how well a machine learning algorithm can learn. Therefore,...
A non programmer’s guide to learning Machine learning
Artificial intelligence might seem intimidating, but it isn’t actually as complex as you might think. Many of the tools that have been developed over...
Use TensorFlow and NLP to detect duplicate Quora questions [Tutorial]
This tutorial shows how to build an NLP project with TensorFlow that explicates the semantic similarity between sentences using the Quora dataset. It is...
Google researchers introduce JAX: A TensorFlow-like framework for generating high-performance code from Python and...
Google researchers have build a tool called JAX, a domain-specific tracing JIT compiler, which generates high-performance accelerator code from pure Python and Numpy machine...
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,...
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...
2 ways to customize your deep learning models with Keras
The following extract is taken from the book Deep Learning with Keras, co-authored by Antonio Gulli and Sujit Pal.
Keras has a lot of...
How to Debug an application using Qt Creator
Today, we will learn about debugging an application using Qt Creator.
A debugger is a program that can be used to test and debug other...
How to build a cartpole game using OpenAI Gym
This article is an excerpt taken from the book Mastering TensorFlow 1.x written by Armando Fandango. In this book, you will learn advanced features...
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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...
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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...
