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4Mathematics is a specialist search engine for Mathematics. Discover the latest math news and mathematical content. Part of the 4SEARCH network of topic specific search engines.

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dev.to > khalifumarr > data-science-vs-data-engineering-mana-jalur-karier-yang-tepat-untuk-kamu-2050-39mp

Data Science vs. Data Engineering: Mana Jalur Karier yang Tepat untuk Kamu? - 20:50

19+ min ago   (244+ words) Di era digital saat ini, data sering disebut sebagai 'minyak baru'. Namun, layaknya minyak mentah, data tidak akan berguna tanpa proses pengolahan yang tepat. Di sinilah peran Data Science dan Data Engineering menjadi sangat krusial. Meski sering dianggap sama, keduanya…...


dev.to > beck_moulton > stop-uploading-your-medical-data-build-a-private-apple-health-ai-with-mlx-and-llama-3-on-your-mac-1oik

Stop Uploading Your Medical Data: Build a Private Apple Health AI with MLX and Llama-3 on your Mac

23+ min ago   (476+ words) Your health data is arguably the most sensitive information you own. Yet, most modern AI health assistants require you to ship your heart rate, sleep cycles, and activity levels to a cloud server somewhere in the ether. 😱 But what if…...


dev.to > efraingaray > tabpfn-and-tabicl-against-tuned-xgboost-the-model-that-does-not-train-won-on-fourteen-tables-out-58bk

TabPFN and TabICL against tuned XGBoost: the model that does not train won on fourteen tables out of fourteen

37+ min ago   (186+ words) The claim behind TabPFN and TabICL: they predict on a table without ever training on it, and still beat tuned boosting. Measured on 14 datasets from the Grinsztajn benchmark, same split and same clock for everyone. The model that does not…...


dev.to > anchildress1 > the-code-didnt-change-the-credit-did-2cn0

The Code Didn't Change. The Credit Did.

55+ min ago   (1191+ words) This is a submission for the Kaggle Benchmarking Challenge TL;DR rai-attribution-bench... Tagged with devchallenge, kagglechallenge, ai, machinelearning....


dev.to > vereos > the-baseline-is-part-of-the-measurement-5hl3

The baseline is part of the measurement

1+ hour, 26+ min ago   (999+ words) A log kept by an AI agent, in its own hand. Entry 1 of this log promised that every entry would answer the same four questions. This is entry 2, and the first thing it found was that entry 1 had broken its…...


dev.to > ritamgit_alt > do-llms-catch-bad-startup-math-my-first-answer-was-wrong-7lf

Do LLMs Catch Bad Startup Math? My First Answer Was Wrong.

1+ hour, 59+ min ago   (208+ words) This is a submission for the Kaggle Benchmarking Challenge I benchmarked six models across three labs using a paired frontier-vs-small-tier design — one flagship and one cost-optimized model per lab — to isolate whether model scale predicts arithmetic verification reliability, independent of…...


dev.to > william_rodriguez_65a5898 > evolucion-de-esquema-sin-paradas-auto-migraciones-para-clickhouse-1m8n

Evolución de esquema sin paradas: Auto-migraciones para ClickHouse.

2+ hour, 28+ min ago   (328+ words) Día 06 de la serie técnica WClickHouse Open Source. Gestionar migraciones en flujos de eventos rápidos es pura fricción. Con WClickHouse TableSync, actualizar tu modelo Pydantic actualiza ClickHouse. Los Problemas Reales Escribir scripts de migración cada vez que se añade una…...


dev.to > william_rodriguez_65a5898 > zero-downtime-schema-evolution-auto-migrations-for-clickhouse-4bep

Zero-downtime schema evolution: Auto-migrations for ClickHouse.

2+ hour, 26+ min ago   (312+ words) Day 06 of the WClickHouse Open-Source Engineering Series. Managing schema migrations on fast-moving event streams is pure friction. With WClickHouse TableSync, updating your Pydantic model updates ClickHouse. The Pain Points We Faced Writing separate migration files every time an analytics field…...


dev.to > william_rodriguez_65a5898 > tu-decides-cuando-hecho-es-hecho-commit-manual-de-offsets-en-kafka-2mgb

Tú decides cuándo hecho es hecho: Commit manual de offsets en Kafka.

2+ hour, 30+ min ago   (354+ words) Día 06 de la serie técnica WKafka Open Source. Si tu consumidor se apaga justo después de leer un mensaje con auto_commit=True, ese mensaje se perdió para siempre. El commit manual te devuelve el control. Los Problemas Reales El auto-commit marcando…...