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 40 255 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 40 255 名订阅者。

根据 06 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 336，过去 24 小时变化为 -4，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 2.25%。内容发布后 24 小时内通常能获得 1.88% 的反应，占订阅者总量。
帖子覆盖： 每篇帖子平均可获得 906 次浏览，首日通常累积 758 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 07 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。

40 255

订阅者

-424 小时

+917 天

+33630 天

906

帖子浏览量

~ 75824 小时

~ 1 03748 小时

2.25%

参与率

~ 3

每日帖子数

Ads index

beta

帖子存档

40 255

📌 Understanding DDPG: The Algorithm That Solves Continuous Action Control Challenges 🗂 Category: 🕒 Date: 2024-12-11 | ⏱️ Read time: 11 min read Discover how DDPG solves the puzzle of continuous action control, unlocking possibilities in AI-driven medical…

40 255

📌 How to Price with Machine Learning 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-11 | ⏱️ Read time: 6 min read Customizing neural networks to fit price-response functions

40 255

📌 Measuring the Cost of Production Issues on Development Teams 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-11 | ⏱️ Read time: 9 min read Deprioritizing quality sacrifices both software stability and velocity, leading to costly issues. Investing in quality…

40 255

📌 I’m Doing the Advent of Code 2024 in Python – Day 2 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-11 | ⏱️ Read time: 5 min read Let’s see how many stars we’ll collect.

40 255

📌 5 Essential Tips to Build Business Dashboards Stakeholders Love 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-11 | ⏱️ Read time: 9 min read A practical guide to designing clear, effective, and actionable dashboards for decision-making

40 255

📌 Navigating Soft Actor-Critic Reinforcement Learning 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-12 | ⏱️ Read time: 11 min read Explanation, Theory, Implementation, Results and Applications to Bioengineering

40 255

📌 TSMixer: Google’s Innovative Deep Learning Forecasting Model 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-12 | ⏱️ Read time: 9 min read Combining lightweight design with high forecasting accuracy

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📌 ROC AUC Explained: A Beginner’s Guide to Evaluating Classification Models 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-17 | ⏱️ Read time: 10 min read Understand how ROC curves and AUC help you go beyond accuracy with visuals and examples.

40 255

📌 Deploying AI Safely and Responsibly 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-17 | ⏱️ Read time: 12 min read Experts debunk the biggest myths about trustworthy AI

40 255

📌 Evaluating Your RAG Solution 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-09-17 | ⏱️ Read time: 15 min read A guide to building and evaluating RAG solutions by leveraging LLM-as-a-Judge capabilities.

40 255

📌 RAG Explained: Understanding Embeddings, Similarity, and Retrieval 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-17 | ⏱️ Read time: 10 min read Let’s take a closer look at how the retrieval mechanism works

40 255

📌 Analysis of Sales Shift in Retail with Causal Impact: A Case Study at Carrefour 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-17 | ⏱️ Read time: 12 min read Applying causal inference to measure the effect of product unavailability on retail sales at Carrefour

40 255

📌 Data-Driven Decision Making with Sentiment Analysis in R 🗂 Category: NATURAL LANGUAGE PROCESSING 🕒 Date: 2025-01-21 | ⏱️ Read time: 15 min read Leveraging the Quanteda, Textstem and Sentimentr Packages to Extract Customer Insights and Enhance Business Strategy

40 255

📌 Beyond Causal Language Modeling 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-01-27 | ⏱️ Read time: 7 min read A deep dive into “Not All Tokens Are What You Need for Pretraining”

40 255

📌 Extracting Structured Vehicle Data from Images 🗂 Category: 🕒 Date: 2025-01-27 | ⏱️ Read time: 10 min read Build an Automated Vehicle Documentation System that Extracts Structured Information from Images, using OpenAI API,…

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📌 Data Valuation – A Concise Overview 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-12 | ⏱️ Read time: 11 min read ChatGPT and similar LLMs were trained on insane amounts of data. OpenAI and Co. scraped…

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📌 The Economics of Artificial Intelligence, Causal Tools, ChatGPT’s Impact, and Other Holiday Reads 🗂 Category: CHATGPT 🕒 Date: 2024-12-12 | ⏱️ Read time: 5 min read Our weekly selection of must-read Editors’ Picks and original features

40 255

📌 SQLite in Production: Dreams Becoming Reality 🗂 Category: 🕒 Date: 2024-12-12 | ⏱️ Read time: 12 min read On the virtues of radical simplicity

40 255

📌 Why “AI Can’t Reason” Is a Bias 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-12 | ⏱️ Read time: 11 min read We humans are proud creatures

40 255

📌 CV VideoPlayer – Once and For All 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-12 | ⏱️ Read time: 6 min read A Python video player package made for computer vision research