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228 技术与应用3 344...

📈 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 40 208 名订阅者，在 技术与应用 类别中位列第 3 344，并在 叙利亚 地区排名第 228 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 40 208 名订阅者。

根据 03 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 338，过去 24 小时变化为 9，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 2.04%。内容发布后 24 小时内通常能获得 2.42% 的反应，占订阅者总量。
帖子覆盖： 每篇帖子平均可获得 822 次浏览，首日通常累积 973 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 04 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。

40 208

订阅者

+924 小时

+727 天

+33830 天

822

帖子浏览量

~ 97324 小时

~ 1 32148 小时

2.04%

参与率

~ 3

每日帖子数

Ads index

beta

帖子存档

40 208

📌 Journey of an unlikely entrepreneur 🗂 Category: 🕒 Date: 2024-10-01 | ⏱️ Read time: 10 min read Developing an oceanographic application for big game fishing

40 208

📌 My 7 Sources of Income as a Data Scientist 🗂 Category: CODING 🕒 Date: 2024-10-01 | ⏱️ Read time: 8 min read All the ways I make money as a practising data scientist

40 208

📌 Under-trained and Unused tokens in Large Language Models 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-01 | ⏱️ Read time: 8 min read Existence of under-trained and unused tokens and Identification Techniques using GPT-2 Small as an Example

40 208

📌 P-Companion: Amazon’s Principled Framework for Diversified Complementary Product Recommendation 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-01 | ⏱️ Read time: 12 min read A Deep Dive into Amazon’s Complementary Product Recommendation Framework

40 208

📌 Beyond the Hype: When Generative AI Isn’t Always the Answer 🗂 Category: 🕒 Date: 2024-10-01 | ⏱️ Read time: 9 min read Why predictive AI might still be your best bet

40 208

📌 Statistical Analysis on Scoring Bias 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-01 | ⏱️ Read time: 22 min read In the 2024 Argentine Tango World Championship

40 208

📌 TSV in Pandas: A How-To Guide 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-01 | ⏱️ Read time: 6 min read The Correct Way of Loading and Writing TSV Files with Pandas

40 208

📌 Could Conversational AI-Driven Data Analytics Finally Solve the Data Democratization Riddle? 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-01 | ⏱️ Read time: 8 min read A Data Leader’s Realistic Assessment

40 208

📌 Finding My AI Coding Assistant: Why Codeium Wins Over Copilot 🗂 Category: CODING 🕒 Date: 2024-10-01 | ⏱️ Read time: 11 min read It’s easy to install, it’s context-aware, and it’s free. For me, it beats Copilot.

40 208

📌 Geographic Position Encoders 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-10-01 | ⏱️ Read time: 12 min read Understanding modern techniques for encoding geographic coordinates in a neural network

40 208

📌 How to Calculate a Moving Average Over Multiple Periods in DAX 🗂 Category: 🕒 Date: 2024-10-01 | ⏱️ Read time: 7 min read Calculating a moving Aggregation is easy in DAX. However, there are some pitfalls when calculating…

40 208

📌 Consent in Training AI 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-02 | ⏱️ Read time: 12 min read Should you have control over whether information about you gets used in training generative AI?

40 208

📌 The Comprehensive Guide to Training and Running YOLOv8 Models on Custom Datasets 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-02 | ⏱️ Read time: 18 min read It’s now easier than ever to train your own computer vision models on custom datasets…

40 208

📌 Eulerian Melodies: Graph Algorithms for Music Composition 🗂 Category: GRAPH THEORY 🕒 Date: 2025-09-28 | ⏱️ Read time: 15 min read Conceptual overview and an end-to-end Python implementation

40 208

📌 How to Stay Relevant as a Software Developer 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-02 | ⏱️ Read time: 6 min read We’re Drowning in AI… Now What?

40 208

📌 Three Steps to Identify Your Business’s Silver Bullets for Success 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-02 | ⏱️ Read time: 6 min read Discover how identifying early customer behaviors can predict long-term retention and increase revenue for your…

40 208

📌 What Makes a True AI Agent? Rethinking the Pursuit of Autonomy 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-10-02 | ⏱️ Read time: 14 min read Unpacking the six core traits of AI agents and why foundations matter more than buzzwords

40 208

📌 Time Complexity Analysis of Perfect Binary Tree Traversal 🗂 Category: MATHEMATICS 🕒 Date: 2024-10-03 | ⏱️ Read time: 34 min read Deriving the tightest asymptotic bound of a particular tree traversal algorithm

40 208

📌 Time Series – ARIMA vs. SARIMA vs. LSTM: Hands-On Tutorial 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-03 | ⏱️ Read time: 16 min read Let’s forecast the future step by step

40 208

📌 How to Calculate the Elasticity of Bids in PPC Marketing 🗂 Category: DATA SCIENCE 🕒 Date: 2024-10-03 | ⏱️ Read time: 10 min read Elasticity of prices is the bread and butter of econometrics. But, how can we apply…