How To Control Your Web Application With An Integrated AI Chatbot

How To Control Your Web Application With An Integrated AI Chatbot

Conversational interfaces are gaining in popularity, especially for transacting with seemingly opaque backend systems. For example, we can deploy a chatbot to walk a...
A Step by Step Guide to Creating WhatsApp Chatbot for Business:-

A Step by Step Guide to Creating WhatsApp Chatbot for Business:-

“In some countries, WhatsApp is like oxygen.” — Jan Koum It was not without reason that Facebook bought WhatsApp in 2014 at a staggering amount of 19...
Best Practices for Preparing and Augmenting Image Data for Convolutional Neural Networks

Best Practices for Preparing and Augmenting Image Data for Convolutional Neural Networks

It is challenging to know how to best prepare image data when training a convolutional neural network. This involves both scaling the pixel values and...
How to Visualize Filters and Feature Maps in Convolutional Neural Networks

How to Visualize Filters and Feature Maps in Convolutional Neural Networks

Deep learning neural networks are generally opaque, meaning that although they can make useful and skillful predictions, it is not clear how or why...
How to Develop a Convolutional Neural Network From Scratch for MNIST Handwritten Digit Classification

How to Develop a Convolutional Neural Network From Scratch for MNIST Handwritten Digit Classification

The MNIST handwritten digit classification problem is a standard dataset used in computer vision and deep learning. Although the dataset is effectively solved, it can...
How to Develop a Deep Convolutional Neural Network From Scratch for Fashion MNIST Clothing Classification

How to Develop a Deep Convolutional Neural Network From Scratch for Fashion MNIST Clothing...

The Fashion-MNIST clothing classification problem is a new standard dataset used in computer vision and deep learning. Although the dataset is relatively simple, it can...
How to tell whether machine-learning systems are robust enough for the real world

How to tell whether machine-learning systems are robust enough for the real world

MIT researchers have devised a method for assessing how robust machine-learning models known as neural networks are for various tasks, by detecting when the...
How to Develop a Convolutional Neural Network to Classify Photos of Dogs and Cats (with 97% accuracy)

How to Develop a Convolutional Neural Network to Classify Photos of Dogs and Cats...

The Dogs vs. Cats dataset is a standard computer vision dataset that involves classifying photos as either containing a dog or cat. Although the problem...
How to Develop a Convolutional Neural Network to Classify Satellite Photos of the Amazon Rainforest

How to Develop a Convolutional Neural Network to Classify Satellite Photos of the Amazon...

The Planet dataset has become a standard computer vision benchmark that involves classifying or tagging the contents satellite photos of Amazon tropical rainforest. The dataset...
Best Practices in Machine Learning Infrastructure

Best Practices in Machine Learning Infrastructure

Developing processes for integrating machine learning within an organization’s existing computational infrastructure remains a challenge for which robust industry standards do not yet exist....
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