Learning
Artificial Intelligence
Deep learning pioneer Geoffrey Hinton quits Google
The 75-year-old computer scientist has divided his time between the University of Toronto and Google since 2013, when the tech giant acquired Hinton’s AI startup DNNresearch. Hinton’s company was a spin-out from his...
Artificial Intelligence
Generative AI Learning Resources Introduction
Generative Artificial Intelligence has emerged as an enchanting and powerful field in Machine Learning. It enables us to generate recent and unique content, from realistic images and videos to natural language text, and even...
Artificial Intelligence
Effectively Annotate Text Data for Transformers via Lively Learning + Re-labeling What’s Lively Learning? What’s ActiveLab? Motivation Classifying the Politeness of Text Methodology Model Training and Evaluation Use Lively Learning Scores...
Boost Transformer model performance with Lively Learning assisted data labelingWe see that selecting what data to annotate next has drastic effects on model performance. Lively learning using ActiveLab consistently outperforms random selection by a...
Artificial Intelligence
5 Top Machine Learning System Design Books for Data Scientists & Machine Learning Engineers
As machine learning continues to develop into more prevalent on the planet of technology, it’s more essential than ever for data scientists and machine learning engineers to have a solid understanding of tips on...
Artificial Intelligence
How Casavo Uses Deep Learning to Anonymise Images on Casavo’s Real Estate Platform Introduction Sharing Images with Potential Buyers Anonymising Images using Deep Learning Orchestration Conclusion
To further optimise our service, we leveraged KEDA, a Kubernetes Event-driven Autoscaling tool. With KEDA, we were capable of turn the service on and off as needed. Specifically, KEDA would activate the service container...
Artificial Intelligence
Machine Learning, Illustrated: Evaluation Metrics for Classification
A comprehensive (and colourful) guide to all the pieces you'll want to learn about evaluating classification modelsI spotted through my learning journey that I’m an incredibly visual learner and I appreciate using color and...
Artificial Intelligence
Survival Evaluation: Leveraging Deep Learning for Time-to-Event Forecasting
Finally, deep learning models could be used for survival evaluation in addition to statistical models. Here, for example, we are able to see the survival curve of randomly chosen patients. Such outputs can bring...
Artificial Intelligence
What’s a Machine Learning Engineer? Salary & Responsibilities
The world of artificial intelligence (AI) is growing exponentially, with machine learning playing an instrumental role in bringing intelligent systems to life. Because of this, machine learning engineers are in high demand within the...
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