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Artificial Intelligence
Whisper JAX vs PyTorch: Uncovering the Truth about ASR Performance on GPUs Introduction PyTorch vs. JAX Constructing the ARS System that uses PyTorch or JAX Whisper JAX vs....
Deep Dive into Automatic Speech Recognition: Benchmarking Whisper JAX and PyTorch Implementations Across PlatformsOn this planet of Automatic Speech Recognition (ASR), speed and accuracy are of great importance. The dimensions of the information and...
Artificial Intelligence
Philosophy of an Experimentation System — MLOPs Intro Intro Antipatterns Coping with changes DS “Experiment” DS “Experimentation System” philosophy Personal anti patterns
What project structure suits data-science “experiments”?That is the primary a part of a five part series (1/5) on MLOps, dropped at you by the ML team at Loris.ai.Loris ML team consists of engineers which...
Artificial Intelligence
Palantir Foundry — The Data Operating System That’s Not Talked About Enough Treating Data Like Code
The world of information engineering is filled with debates, with different schools of thought vying for supremacy. There are lots of discussions around data modeling, e.g., Inmon vs. Kimball, but in addition around tooling,...
Artificial Intelligence
Deep-learning system explores materials’ interiors from the surface
Possibly you'll be able to’t tell a book from its cover, but based on researchers at MIT chances are you'll now find a way to do the equivalent for materials of all sorts, from...
Artificial Intelligence
Constructing a big scale unsupervised model anomaly detection system — Part 2
Constructing ML Models with Observability at ScaleBy Rajeev Prabhakar, Han Wang, Anindya SahaThe highlighted red lines (anomalous hours from the prediction data) co-inside with a spike and drop in request latency, causing anomalies within...
Artificial Intelligence
Recommender System: Collaborative Filtering with Matrix Factorization
Explanation of Recommendations through Matrix Factorization Maxwell Harper and Joseph A. Konstan. 2015. The MovieLens Datasets: History and Context. ACM Transactions on Interactive Intelligent Systems (TiiS) 5, 4: 19:1–19:19. https://doi.org/10.1145/2827872
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
AI system can generate novel proteins that meet structural design targets
MIT researchers are using artificial intelligence to design latest proteins that transcend...
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