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Talk Data to Me @talkdatatomee

#DataScience, #Statistics, #R, #Python #DataViz #MachineLearning #DeepLearning even #MLOps Joined January 2016
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Dhanian 🗯️ @e_opore

3 days ago

Microservices vs Monoliths What is a Monolith? A monolithic architecture is a single, unified application where all components (UI, business logic, database access) are tightly coupled and run as one unit. Characteristics of Monoliths → Single codebase and deployment. → All…

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Pramod Goyal @goyal__pramod

2 days ago

t-SNE is awesome, and this blog will explain to you why!

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Probability and Statistics @probnstat

2 days ago

t-SNE (t-Distributed Stochastic Neighbor Embedding) is a non-linear dimensionality reduction technique. It's widely used in statistics and machine learning for visualizing high-dimensional data, such as images, text, or genomics data. Unlike other methods, t-SNE is excellent at…

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Philipp Schmid @_philschmid

3 days ago

Did you know SQLite has a vector extension? 🧮 SQLite is the most used database in the world and runs on almost any device. You can now easily build AI applications leveraging SQLite-vec and the new Embedding Gemma directly on-device, no internet required. Below is an simple…

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Weaviate vector database @weaviate_io

4 days ago

Google just dropped Gemma embeddings! Perfect for on-device semantic search. Here's what makes Gemma embeddings special: 🌍 𝟭𝟬𝟬+ 𝗹𝗮𝗻𝗴𝘂𝗮𝗴𝗲𝘀 𝘀𝘂𝗽𝗽𝗼𝗿𝘁𝗲𝗱 - truly global AI 📱 <𝟯𝟬𝟬𝗠𝗕 𝗥𝗔𝗠 𝘂𝘀𝗮𝗴𝗲 with QAT - fits on edge devices 📊 𝟴𝗸 𝘁𝗼𝗸𝗲𝗻…

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Pramod Goyal @goyal__pramod

3 days ago

The greatest explanation of PCA you will ever read

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Christoph Molnar 🦋 christophmolnar.bsky.social @ChristophMolnar

3 days ago

SHAP is the Swiss Army Knife of ML interpretability: If you would only bring one tool, SHAP is a versatile choice. But like the Swiss Knife, it has limitations. Learn more about SHAP and its limitations with the book "Interpreting Machine Learning Models with SHAP".

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5 0 7 @e507

2 days ago

ABD uçuşlarında doluluk oranı, iç & dış hat (FRED) ABD dünya nüfusunun %4'üne sahipken, uçak yolcusu sayısının %20'üne sahip (~ekmek almaya uçakla gidiyorlar)

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sysxplore @sysxplore

2 days ago

How SSH works?

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机器之心 JIQIZHIXIN @jiqizhixin

2 days ago

OpenAI just claimed to have found the culprit behind AI hallucinations.

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Visual Capitalist @VisualCap

3 days ago

Ranked: U.S. Cities With the Highest Cost of Living 💰 visualcapitalist.com/u-s-cities-wit…

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Apache Kafka @apachekafka

4 days ago

We are happy to announce the Apache Kafka 4.1.0 release! Most exciting, Queues for Kafka enters preview status, and the new “streams” rebalance protocol is available as early access. Thanks a lot to 167 contributors and our RM @MickaelMaison! kafka.apache.org/blog#apache_ka…

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memes.xlsx @ExcelHumor

2 days ago

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Rohan Paul @rohanpaul_ai

2 days ago

OpenAI realesed new paper. "Why language models hallucinate" Simple ans - LLMs hallucinate because training and evaluation reward guessing instead of admitting uncertainty. The paper puts this on a statistical footing with simple, test-like incentives that reward confident…

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Nikki Siapno @NikkiSiapno

3 days ago

Stateful vs Stateless Design — What's the Difference? Stateless design is a powerful model that has led to the development of simple yet highly scalable and efficient applications. “State” refers to stored information that systems use to process requests. This information can…

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PyTorch @PyTorch

3 days ago

FlashAttention in 3D? Our latest blog explores the #kernel design of 2-Simplicial #Attention, modeling the algorithm with a hardware aligned design and rewriting the entire kernel in TLX (Triton Low Level Extensions). 🔗 hubs.la/Q03H6S9D0 #PyTorch #OpenSourceAI

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TuringPost @TheTuringPost

4 days ago

Compute is not a big deal for LLMs now, but memory is. It's an idea used in XQuant – a new method by @UCBerkeley created to reduce memory use up to 12x. - XQuant doesn't store usual KV cache - It quantizes and stores only X - the layer input activations - When needed, it…

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Khuyen Tran @KhuyenTran16

4 days ago

Filter logs by metric values with Loguru's callable filters! Logging is informative, but unnecessary logs can distract from the important ones. While you can filter by log level, sometimes you need to filter by some specific metric values. Loguru allows you to add a custom…

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Probability and Statistics @probnstat

3 days ago

A manifold is a space that is locally similar to Euclidean space but may have a complex global structure, like a crumpled sheet of paper. In statistics and machine learning, the concept is used in manifold learning, a type of nonlinear dimensionality reduction. It's based on the…

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Alex Xu @alexxubyte

3 days ago

CI/CD Simplified Visual Guide

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