Machine Learning

前往频道在 Telegram

Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho

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网络:Machine Learning with Python 叙利亚227 技术与应用3 343...

📈 Telegram 频道 Machine Learning 的分析概览

频道 Machine Learning (@machinelearning9) 英语语言赛道中的是活跃参与者。目前社区聚集了 40 244 名订阅者，在 技术与应用 类别中位列第 3 343，并在 叙利亚 地区排名第 227 位。

📊 受众指标与增长动态

自 невідомо 创建以来，项目保持高速增长，吸引了 40 244 名订阅者。

根据 05 七月, 2026 的最新数据，频道保持稳定运转。过去 30 天订阅人数变化为 346，过去 24 小时变化为 22，整体触达仍然可观。

认证状态： 未认证
互动率 (ER)： 平均受众互动率为 1.97%。内容发布后 24 小时内通常能获得 1.86% 的反应，占订阅者总量。
帖子覆盖： 每篇帖子平均可获得 794 次浏览，首日通常累积 749 次浏览。
互动与反馈： 受众积极参与，单帖平均反应数为 3。
主题关注点： 内容集中在 distance, insidead, gpu, learning, degree 等核心主题上。

📝 描述与内容策略

作者将该频道定位为表达主观观点的平台：
“Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho”

凭借高频更新（最新数据采集于 06 七月, 2026），频道始终保持新鲜度与高覆盖。分析显示受众积极互动，使其成为 技术与应用 类别中的关键影响点。

40 244

订阅者

+2224 小时

+987 天

+34630 天

794

帖子浏览量

~ 74924 小时

~ 98448 小时

1.97%

参与率

~ 3

每日帖子数

Ads index

beta

帖子存档

40 244

📌 A Story of Long Tails: Why Uncertainty in Marketing Mix Modelling is Important 🗂 Category: MARKETING 🕒 Date: 2024-11-27 | ⏱️ Read time: 30 min read "Details matter. It’s worth waiting to get it right." — Steve Jobs What if the…

40 244

📌 Saving Pandas DataFrames Efficiently and Quickly – Parquet vs Feather vs ORC vs CSV 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-27 | ⏱️ Read time: 15 min read Speed, RAM, size and convenience. Which storage method is best?

40 244

📌 Use Tablib to Handle Simple Tabular Data in Python 🗂 Category: 🕒 Date: 2024-11-27 | ⏱️ Read time: 13 min read Sometimes a Shallow Abstraction is more Valuable than Performance

40 244

📌 Introducing the New Anthropic PDF Processing API 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-11-27 | ⏱️ Read time: 8 min read Anthropic Claude 3.5 now understands PDF input

40 244

📌 Roadmap to Becoming a Data Scientist, Part 1: Maths 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-27 | ⏱️ Read time: 13 min read Identifying fundamental math skills to master for aspiring Data Scientists

40 244

📌 How to Develop an Effective AI-Powered Legal Assistant 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-11-27 | ⏱️ Read time: 13 min read Create a machine-learning-based search into legal decisions

40 244

📌 Level Up Your Coding Skills with Python Threading 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-27 | ⏱️ Read time: 8 min read Learn how to use queues, daemon threads, and events in a Machine Learning project

40 244

📌 Effortless Data Handling: Find Variables Across Multiple Data Files with R 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-27 | ⏱️ Read time: 8 min read A practical solution with code and workflow

40 244

📌 AI Agents in Networking Industry 🗂 Category: 🕒 Date: 2024-11-27 | ⏱️ Read time: 11 min read AI Agents for deploying, configuring and monitoring Networks

40 244

📌 How to Prune LLaMA 3.2 and Similar Large Language Models 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2024-11-27 | ⏱️ Read time: 17 min read This article presents a structured pruning technique for state-of-the-art models, that uses a GLU architecture,…

40 244

📌 How to Transition from Engineering to Data Science 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-27 | ⏱️ Read time: 7 min read AI for engineers: experience of an engineering graduate

40 244

📌 How Can Self-Driving Cars Work Better? 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-28 | ⏱️ Read time: 8 min read The far-reaching implications of Waymo’s EMMA and other end-to-end driving systems

40 244

📌 How to Select the 5 Most Relevant Documents for AI Search 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-09-19 | ⏱️ Read time: 10 min read Improve the document retrieval step of your RAG pipeline

40 244

📌 An Interactive Guide to 4 Fundamental Computer Vision Tasks Using Transformers 🗂 Category: COMPUTER VISION 🕒 Date: 2025-09-19 | ⏱️ Read time: 14 min read An overview of 4 fundamental computer vision tasks – image classification, image segmentation, image captioning…

40 244

📌 LLMs.txt Explained 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-28 | ⏱️ Read time: 6 min read Your guide to the web’s new LLM-ready content standard

40 244

Я получил свои первые TON за 5 минут — и ничем не рисковал! «Думал, что это очередной фейк… но TON реально пришли на счет» Хочешь также? Узнай, как получить до 10 TON без вложений — уже сегодня. #ad InsideAds .

40 244

📌 The Economics of Artificial Intelligence – what does automation mean for workers? 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-25 | ⏱️ Read time: 40 min read Despite tremendous progress in AI, the economic implications of AI remain inadequately understood, with unsatisfactory…

40 244

📌 RAGOps Guide: Building and Scaling Retrieval Augmented Generation Systems 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-11-26 | ⏱️ Read time: 28 min read The Architecture, Operational Layers, and Best Practices for Effective RAG Implementation

40 244

📌 Every Step of the Machine Learning Life Cycle Simply Explained 🗂 Category: DATA SCIENCE 🕒 Date: 2024-11-26 | ⏱️ Read time: 18 min read A comprehensive guide to the ML life cycle with examples in Python

40 244

“Sadece 8 PUMP ile işlem başlatabileceğini kimse bana inanmamıştı!” Her referans 2 PUMP veriyor, görevleri tamamla ve sırrı burada keşfet — kimse fark etmeden airdropları topla! #ad InsideAds