Women in Tech, We Need More To Join Machine Learning Revolution Read More »
Society’s Mentality is Holding AI Back. How to Change Hearts & Minds Read More »
Looking for Anomalies in Stock Market Data with Conditional Variational AutoEncoders (CVAE) and TensorFlow Just like Fast R-CNN and Mask-R CNN evolved from Convolutional Neural Networks (CNN), Conditional Variational AutoEncoders (CVAE) and Variational AutoEncoders (VAE) evolved from the classic AutoEncoder. CVAEs are the latest incarnation of unsupervised neural network anomaly detection tools offering some new and …
It was lunchtime and wonton Tuesday at the cafeteria, but our data scientist was not there. He was far away with dirt smeared over his face and hiding behind a stack of red construction bricks trying to blend in. It was a hot day, like looking for shade under a magnifying glass kind of hot. His …
The Guerrilla Data Scientist and that “Can Do” Attitude Read More »
Pairing Q-Learning with other ML concepts like Reinforcement Learning (RL) and Case-based Reasoning (CBR) has shown a significant increase in the accuracy of a model. With the rise in popularity of Internet of Things (IoT), there are plenty of third-party sensor attachments, hardware and software management tools to leverage. The hope is to analyze the data after …
Using Reinforcement Learning to build an Emergency Response Scenario Read More »
Chatbots are all the rage these days and we get a lot of requests for them at SpringML. They not only have that “AI” chic, they’re also a hope for faster customer service at a much cheaper cost – a huge win-win. Though chatbot technology is mature and available today, see Dialogflow from Google as an …
Building Intents From Customer Service Transcripts Read More »
Google Video Intelligence and Vision APIs – A Powerful & Fun Combination – Recognizing Actors in Near Real Time Just in time for the holiday lull, here is a fun ML project that processes a popular movie-clip down to the actor’s face and biography in a fully automated pipeline and in near real time! It’s …
Google Video Intelligence – Recognizing Actors in Near Real Time Read More »
