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What is Discretization in Machine Learning?

Analytics Vidhya

Discretization is a fundamental preprocessing technique in data analysis and machine learning, bridging the gap between continuous data and methods designed for discrete inputs. appeared first on Analytics Vidhya.

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Research: A periodic table for machine learning

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In machine learning, few ideas have managed to unify complexity the way the periodic table once did for chemistry. Now, researchers from MIT, Microsoft, and Google are attempting to do just that with I-Con, or Information Contrastive Learning. A state-of-the-art image classification algorithm requiring zero human labels.

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Top 30 Machine Learning Projects for Beginners in 2025

Analytics Vidhya

Imagine a world where algorithms help doctors diagnose illnesses in seconds, self-driving cars navigate effortlessly, and gadgets anticipate our needs before we even ask. As we approach 2025, machine learning is turning these visions into reality. Sounds like science fiction?

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'Quantum AI' algorithms already outpace the fastest supercomputers, study says

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Image credit: BlackJack3D via Getty Images) Scientists say they have made a breakthrough after developing a quantum computing technique to run machine learning algorithms that outperform state-of-the-art classical computers. Comments ( 0 ) ( ) When you purchase through links on our site, we may earn an affiliate commission.

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How I Automated My Machine Learning Workflow with Just 10 Lines of Python

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Sign in Sign out Contributor Portal Latest Editor’s Picks Deep Dives Contribute Newsletter Toggle Mobile Navigation LinkedIn X Toggle Search Search Data Science How I Automated My Machine Learning Workflow with Just 10 Lines of Python Use LazyPredict and PyCaret to skip the grunt work and jump straight to performance.

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Lessons Learned After 6.5 Years Of Machine Learning

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Sign in Sign out Submit an Article Latest Editor’s Picks Deep Dives Newsletter Write For TDS Toggle Mobile Navigation LinkedIn X Toggle Search Search Machine Learning Lessons Learned After 6.5 For me, it was a great time to start learning machine learning, because the field was moving so fast that there was always something new.

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Machine Learning is Surprisingly Good at Simulating the Universe

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But researchers have developed a new machine learning algorithm that was able to accurately simulate galaxy evolution with fewer computer resources and dramatically more quickly than a supercomputer, which could take years to fully process.