Machine Learning

[Topic] One cornerstone of making AI work is machine learning (ML) and there’s still an insatiable need for more ML computing power. Join the explosion in research and application of machine learning that’s made AI the recent hotbed of interest, investment, and application that it is today.

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Certifying machine learning for runway detection in autonomous flight

Jean-Guillaume Durand, Head of Perception at Xwing, gave this presentation at the Computer Vision Summit in San Jose in 2023....

Mastering data clustering: Your comprehensive guide to K-means and K-means++

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Machine Learning

Mastering data clustering: Your comprehensive guide to K-means and K-means++

K-means clustering is an unsupervised machine learning algorithm used for clustering or grouping similar data points together in a dataset....

What are the top 7 branches of artificial intelligence?

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Machine Learning

What are the top 7 branches of artificial intelligence?

It’s important to understand the different concepts in artificial intelligence that help solve real-world problems. This can be done by implementing processes and techniques like machine learning, which is a branch of artificial intelligence....

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Machine Learning

Verizon AI solutions: Machine learning use cases

Chetan Trivedi from Verizon Media speaks about four hand-picked Verizon AI solutions’ machine learning use cases....

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Computer Vision

Two powerful clinical applications of computer vision

Pablo Damasceno talks about two examples of clinical use of ML and AI: COVID-19 Project and tumor segmentation in neuroscience....

What is data-centric AI? And how does it work?

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Big Data

What is data-centric AI? And how does it work?

Russell Kaplan talks about data-centric AI in practice and what he's learned at scale AI, working with hundreds of CV teams, about what it takes to make machine learning work well in production....

Building AI products: The ML lifecycle from the PM perspective

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Machine Learning

Building AI products: The ML lifecycle from the PM perspective

AI products have different stages compared to traditional products. However, they are still products and the PM must know where to be involved and how....

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Machine Learning

Taking your marketing further with machine learning

Machine learning (ML) is used in marketing to accurately analyze large amounts of data and provide key information about a brand’s customer base....

XAI: Making ML and DL models
more interpretable

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Machine Learning

XAI: Making ML and DL models more interpretable

In this article, we're going to take a walk through Explainable AI where we'll try to make machine learning and deep learning models more interpretable....

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Machine Learning

Building products that take advantage of AI and machine learning

AWS’s Matt Thomson and Clemens Mewald of Databricks explored how data processing is getting far easier thanks to AI/ML models....

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Machine Learning

How does supervised machine learning work?

Supervised learning can be used to build extremely accurate machine learning models but just how does it work?...

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Computer Vision

Causal explanations in computer graphics, computer vision, and machine learning

M. Alex O. Vasilescu, CSO at Tensor Vision Technologies & Senior Fellow at UCLA IPAM, goes over causal explanations in PC graphics, CV & ML....

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Space exploration

The role of computer vision and machine learning in space exploration

Dr Steve Chien, Senior Research Scientist at JPL Laboratory, outlines the uses & benefits of Computer Vision, Machine Learning & AI....

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Machine Learning

What is machine learning? History, definition, and applications

A branch of artificial intelligence and computer science, machine learning uses algorithms and data to copy how humans learn, in order to improve its accuracy....

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Marketing

How to use machine learning in marketing analytics

Machine learning is a branch of AI that can read all your data and identify ways to improve your marketing efforts. It can enhance your marketing analytics to improve your overall customer experience and help you truly connect with your audience....