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Data Analytics pinned «📊 Collecting Data Across Different Regions? Data analysis often starts long before the dashboard or visualization. When collecting public web data, regional differences can affect the content, prices, search results, or other information returned to your…»
22 Sept, 12:05
Data Analytics
22 Sept, 12:05
📊 Collecting Data Across Different Regions?Data analysis often starts long before the dashboard or visualization.When collecting public web data, regional differences can affect the content, prices, search results, or other information returned to your requests. Using residential IPs from different locations can help when you need to test or collect location-specific data.711Proxy provides: 🌍 100M+ real residential IPs 🌎 200+ countries & regions 🔄 Sticky sessions 🔌 SOCKS5 support🎁 1GB trial for new users Use 711TRIAL to get 1GB of residential proxy traffic for testing. 👉 https://www.711proxy.com/ After signing up, contact 711Proxy support and mention “711TRIAL” to claim your trial. For eligible new users only.711ProxyPremium & Affordable Proxy Services-711ProxyGet residential proxies, unlimited proxies, and static residential proxies from the best provider with 100 million+ IP addresses, get started now!Data Analytics
17 Sept, 05:36
forwarded from @codeprogrammer
Data Analytics pinned a photo
16 Sept, 05:34
Data Analytics
15 Sept, 19:50
Get Up to 500MB of Residential Proxy Traffic for Your Python Projects 🐍Building a web scraper with Python? ThorData helps developers collect public web data while handling proxy rotation, geo-targeting, and access restrictions.✅ Residential IPs across 190+ countries ✅ Country, city, and ASN-level targeting ✅ Rotating and sticky sessions ✅ HTTP(S) and SOCKS5 support ✅ Works with Requests, Scrapy, Selenium, and Playwright🎁 Exclusive offer for Machine Learning with Python membersEligible new users can receive up to 500MB of residential proxy traffic for testing.Use channel code: PYTHONSCRAPE👉 Start your test: https://www.thordata.com/?ls=MQiAFqAo&lk=ps-02ThordataThordata - High-Quality Proxy Service for Web Data ScrapingThordata's precision proxy solution was chosen to ensure seamless data collection. Enjoy the best prices and services tailored to your needs.Data Analytics
15 Sept, 07:46edited
"A Mathematical Explanation of Transformers" is a recent paper in which the authors construct a rigorous mathematical model of the Transformer architecture and large language models.The Transformer is presented as a discretization of a continuous integro-differential equation. Self-attention is described as a non-local integral operator, layer normalization as a projection onto a constrained set, and fully connected layers and activation functions are incorporated into the same mathematical framework.The authors then use operator splitting and numerical discretization to derive the standard Transformer architecture and extend this approach to multi-head attention, Vision Transformers, and convolutional Transformers.I have previously shared several materials on the mathematics of neural networks, Transformers, and large language models, but new and interesting developments are
Data Analytics
13 Sept, 17:31
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Data Analytics
12 Sept, 05:38
forwarded from @machinelearning9
This repository contains Jupyter notebooks for the O'Reilly book "Transformers: The Definitive Guide."It includes code for computer vision tasks, time series analysis, audio processing, and reinforcement learning.https://github.com/Nicolepcx/transformers-the-definitive-guidehttps://t.me/MachineLearning9 🤩
Data Analytics
11 Sept, 04:23
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Data Analytics
9 Sept, 19:31
Data Analytics
9 Sept, 08:10
Data Analytics
7 Sept, 04:18
forwarded from @codeprogrammer
The first channel in Telegram that offers free Courses https://t.me/Udemy26TelegramUdemy Free Couponsads: @HusseinSheikho The first channel in Telegram that offers free Udemy couponsData Analytics
5 Sept, 09:53edited
Understanding Attention From Q, K, V to Modern Transformer Attentionhttps://drive.google.com/file/d/1fCHQ5xCQJ6jZszAYf-qP3VIySbzFIEDv/view@DataAnalyticsX
Data Analytics
5 Sept, 08:38
forwarded from @machinelearning9
Data Analytics pinned a video
3 Sept, 15:32
Data Analytics
3 Sept, 15:04
🧲 The CSV lands at 11pm and the answer is due at 9am.Load it, clean it, pivot it, plot it, then explain the plot to someone who will ask why the line dips in March.Create your own AI agent inside Telegram in about a minute and run the whole pass through it.▫️ send a CSV or an XLSX and get the profile back: shape, nulls, outliers, what looks wrong ▫️ ask for a chart in plain words and it writes the code, runs it and returns the image ▫️ send a screenshot of a dashboard and ask what changed ▫️ puts a small mini-app inside Telegram so your team can re-run the report without you ▫️ keeps your metric definitions in memory, so it stops asking what active means ▫️ voice in, voice out while your hands are on the keyboardSetup takes a minute: open the link, start the free trial, name your agent. 30 days free, no card needed.Data Analytics
1 Sept, 06:07
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Data Analytics
31 Aug, 18:26edited
From machine learning and data visualization to time series and financial data.This repository contains 920 open-source Python projects, categorized into 34 groups.It's a great collection if you want to quickly find reliable libraries and tools for machine learning, data analysis, and related tasks, rather than searching everything manually on GitHub.https://github.com/lukasmasuch/best-of-ml-python
Data Analytics
29 Aug, 09:33
🚀 10 GitHub repositories that are gaining the most traction right nowHere's a fresh selection of projects that are experiencing significant growth and active discussion.1. OpenAI Codex An OpenAI coding agent for the terminal and development automation. https://github.com/openai/codex2. God's Eye View OSINT and open geospatial data on an interactive 3D globe: aviation, satellites, and other sources. https://github.com/bilawalsidhu/gods-eye-view3. awesome-gpt-image-2 A large library of prompts, examples, and templates for GPT Image 2. https://github.com/freestylefly/awesome-gpt-image-24. mattpocock/skills Ready-made skills and workflows for coding agents that can be reused instead of using large prompts. https://github.com/mattpocock/skillsGitHubGitHub - openai/codex: Lightweight coding agent that runs in your terminalLightweight coding agent that runs in your terminal - openai/codexData Analytics
28 Aug, 11:24edited
🔖 A comprehensive resource on LLMs in one repositoryWe found an open-source course covering Transformers, LoRA, RAG, prompts, model editing, and other key topics.After each chapter, you can immediately access the original sources – the authors have compiled papers and collections from arXiv.⛓Link to GitHub https://github.com/ZJU-LLMs/Foundations-of-LLMs
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