Five Important #IT And #Security #Trends For 2023 Although some of the worst disruption caused by the global Covid-19 pandemic is hopefully behind us, #2023 is shaping up to be another challenging year for #business and #society. https://
linkedin.com/pulse/five-imp
ortant-security-trends-2023-bernard-marr
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COMPUTING
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Five Important IT and Security Trends for 2023
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NLP and Quantum Computing Drive Financial Innovation
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#NLP & #quantum computing could drive years of new financial innovation, says @NVIDIAAI
's Mark J. Bennet. Could 2023 be the first year for you? Find out how in the Finance and Insurance #DataScience Innovator's Playbook https://
domino.buzz/3F7cRKc #MLOps -
Constraints Force Focus on Essential Features Over Overengineering
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Excuses imho. Constraints are very helpful. Makes you focus on the bare minimum important. Everyone overengineers.
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GPU Implementation Using NumPy Instead of Custom CUDA Compiler
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Well OK we didn't write a CUDA compiler for the GPU version, but used numpy's…
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Hub Platform Experiencing Instability Issues
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Yes, the Hub is facing some instabilities, we are on it
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Researchers Win OGB-LSC Competition with Accelerated GNN Training
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Super proud of our researchers for winning the MAG240M Track of the OGB-LSC competition at #NeurIPS2022! They used PGL and PaddlePaddle to accelerate GNN training on GPUs, reaching SOTA in only 1 hr (40 hrs before). Check out their code: https://
github.com/PaddlePaddle/P
GL/tree/main/examples/NeurIPS2022-OGB-Challenge/MAG240M
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Hugging Face Spaces GPU Sleep Mode Reduces Billing Costs
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"If a tree falls in a forest and no one is around to hear it, does it make a sound?" I don't know. But if there's no one around to use your hardware-upgraded Space, you can now put it to sleep – getting billed only if someone is visiting it https://
huggingface.co/docs/hub/space
s-gpus#sleep-time
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ImageWoof vs Fashion-MNIST: Neural Network Architecture Considerations
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ImageWoof is much harder, and uses proper RGB images of a useful size! fashion-MNIST is interesting though exactly because they're not normal photographic images. So you gotta think about that carefully when creating your architecture.
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Five Billion Online: Internet Evolution and Future Digital Trends
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30 years from the first website, to 5.41 billion people #online, what’s next in 2023 and beyond? >>> chart by @kepios via @MikeQuindazzi >>> #mobile #social #fintech #digital #cloud
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Model Evaluation Trade-offs: Epochs vs Computational Budget
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Sure. But you only get to do 60,000*20 model evals in total either way! (i.e if the 2nd order method needs twice as many evals, you only get 10 epochs)