Visualizing your deep learning features using TensorBoard

Original Source Here Introduction TensorBoard is a tool that provides measurements and visualizations needed during machine learning workflow. In this tutorial, I will give a quick tutorial on how to visualize your feature vectors on TensorBoard. Using a machine learning model, sometimes we want to learn embeddings of different classes. Embeddings are a way toContinue reading “Visualizing your deep learning features using TensorBoard”

NLP using Deep Learning Tutorials : Understand The “Perceptron”

Original Source Here This article is a part of a series that I’m writing, and where I will try to address the topic of using Deep Learning in NLP. First of all, I was writing an article for an example of text classification using a perceptron, but I was thinking that will be better toContinue reading “NLP using Deep Learning Tutorials : Understand The “Perceptron””

The Smart Way To Use Artificial Intelligence

Original Source Here The Smart Way To Use Artificial Intelligence It helps to think of technology as clothing. In the past we killed animals and wore their skins to protect ourselves from the elements. As our knowledge and skills evolved so did our needs. Just like with clothes, we use technology not only for practicalContinue reading “The Smart Way To Use Artificial Intelligence”

The Future AI in the hands of ❗ARTIFICIAL NEURAL NETWORK❗

https://cdn-images-1.medium.com/max/750/0*AU3rmB08Vntf33Is Original Source Here The Future AI in the hands of ❗ARTIFICIAL NEURAL NETWORK❗ Artificial neural networks, usually simply called neural networks, are computing systems vaguely inspired by the biological neural networks that constitute animal brains. An ANN is based on a collection of connected units or nodes called artificial neurons, which loosely model theContinue reading “The Future AI in the hands of ❗ARTIFICIAL NEURAL NETWORK❗”

Big data & emotional intelligence for target marketing, a very simple use case

Original Source Here Big data & emotional intelligence for target marketing, a very simple use case In the era of the Internet economy, big data is an important tool. Today, big data has profoundly changed the face of global society and economy Why Big data is important Business analyst need to discover new profit opportunitiesContinue reading “Big data & emotional intelligence for target marketing, a very simple use case”

#Cryptoart and #NFT: Art for Money? Money for Art?

Original Source Here Dadaists always scrutinized the art market. They also questioned the art itself. They organized “International Dada Art Fairs” with axes attached to their works — providing the visitors a chance to destroy their artworks in case of their discontent. Indeed, art markets, museums, art schools represented the established scene, following specific rulesContinue reading “#Cryptoart and #NFT: Art for Money? Money for Art?”

Why Python Is The Perfect Language For A Machine Learning Project

https://cdn-images-1.medium.com/max/2600/0*dj7TRn5QePfbh9mV Original Source Here Why Python Is The Perfect Language For A Machine Learning Project And here are a set of reasons why I love it Photo by Hitesh Choudhary on Unsplash Introduction Python was always doing well because of its stable and easily maintainable nature, like a popular teen going through the high schoolContinue reading “Why Python Is The Perfect Language For A Machine Learning Project”

Generative Adversarial Transformers: GANsformers Explained

Original Source Here Generative Adversarial Transformers: GANsformers Explained They basically leverage transformers’ attention mechanism in the powerful StyleGAN2 architecture to make it even more powerful! Watch the video: Results examples on generating bedroom scenes with its attention maps. Image from: Drew A. Hudson and C. Lawrence Zitnick, Generative Adversarial Transformers, (2021). Last week we lookedContinue reading “Generative Adversarial Transformers: GANsformers Explained”

Video Surveillance and Facial Recognition — Is This the End of a Free Society?

Original Source Here This topic has two sides and raises two questions: First, does the government (or any institution or organization, for that matter) have the right to acquire, store, and access a potentially unlimited amount of information about individuals? Second, do individuals have an unrestricted right to privacy? Obviously, the answers to both thoseContinue reading “Video Surveillance and Facial Recognition — Is This the End of a Free Society?”