Talk Data to Me @talkdatatomee
#DataScience, #Statistics, #R, #Python #DataViz #MachineLearning #DeepLearning even #MLOps Joined January 2016-
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Talk Data to Me retweeted
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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Talk Data to Me retweeted
ABD uçuşlarında doluluk oranı, iç & dış hat (FRED) ABD dünya nüfusunun %4'üne sahipken, uçak yolcusu sayısının %20'üne sahip (~ekmek almaya uçakla gidiyorlar)
Talk Data to Me retweeted
How SSH works?
Talk Data to Me retweeted
OpenAI just claimed to have found the culprit behind AI hallucinations.
Talk Data to Me retweeted
Ranked: U.S. Cities With the Highest Cost of Living 💰 visualcapitalist.com/u-s-cities-wit…
Talk Data to Me retweeted
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…
Talk Data to Me retweeted
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…
Talk Data to Me retweeted
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…
Talk Data to Me retweeted
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
Talk Data to Me retweeted
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…
Talk Data to Me retweeted
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…
Talk Data to Me retweeted
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…
Talk Data to Me retweeted
CI/CD Simplified Visual Guide
Talk Data to Me retweeted
Python Clean Code Tip: Don't separate sections of your code with comments - rather, extract functions/methods Why? - improves readability - when refactoring the method's name, it's changed everywhere (comments can quickly be outdated) Example 👇
Talk Data to Me retweeted
Charted: Global Crude Oil Trade Flows in 2024 🛢️ visualcapitalist.com/global-crude-o…
Talk Data to Me retweeted
The evolution of modern RAG Architectures. 👇 In general there are so many variations you can choose from but it all eventually converges to some flavour of Agentic RAG. 𝗡𝗮𝗶𝘃𝗲 𝗥𝗔𝗚: the regular “embed query -> retrieve -> inject retrieved context into prompt” type of…
Talk Data to Me retweeted
Charted: The Rise of Stock Market Volatility (2017-2025) 📈 voronoiapp.com/markets/Stock-…
Talk Data to Me retweeted
Kitapları Nasıl Koruruz? Nadir Kitap Nedir?'i okuyanlar Kitapları Nasıl Koruruz? başlıklı yazıma da bakabilirler: academia.edu/105183201/Kita…
Kitapları Nasıl Koruruz? Nadir Kitap Nedir?'i okuyanlar Kitapları Nasıl Koruruz? başlıklı yazıma da bakabilirler: academia.edu/105183201/Kita… https://t.co/ddSGjyJMBP
Talk Data to Me retweeted
GPT-5 has landed in the AI Toolkit! Now in @code, you can: 🔹 Explore GPT-5 models in the Model Catalog 🔹 Test them instantly in the Playground 🔹 Bring your agent vision to life in the Agent Builder 🔗 Start building: aka.ms/AIToolkit
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