Towards AI

MARCH 11, 2025

Photo by Hyundai Motor Group on Unsplash When we learn from labeled data, we call it supervised learning. When we learn by grouping similar items, we call it clustering. When we learn by observing rewards or gains, we call it reinforcement learning.

Algorithm 54

Algorithm Supervised Learning Clustering AI 54

Data Science Blog

MARCH 14, 2023

Big Data tauchte als Buzzword meiner Recherche nach erstmals um das Jahr 2011 relevant in den Medien auf. GPT-3 wurde mit mehr als 100 Milliarden Wörter trainiert, das parametrisierte Machine Learning Modell selbst wiegt 800 GB (quasi nur die Neuronen!) Neben Supervised Learning kam auch Reinforcement Learning zum Einsatz.

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Big Data Big Data Apache Hadoop Data Science 147

Hacker News

MARCH 25, 2022

Transformers made self-supervised learning possible, and AI jumped to warp speed,” said NVIDIA founder and CEO Jensen Huang in his keynote address this week at GTC. Transformers are in many cases replacing convolutional and recurrent neural networks (CNNs and RNNs), the most popular types of deep learning models just five years ago.

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Machine Learning Machine Learning Database AI 182

Hacker News

FEBRUARY 14, 2023

And in fact the big breakthrough in “deep learning” that occurred around 2011 was associated with the discovery that in some sense it can be easier to do (at least approximate) minimization when there are lots of weights involved than when there are fairly few.

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Machine Learning Machine Learning Algorithm Artificial Intelligence 182