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:📈 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 40 346 名订阅者，在 技术与应用 类别中位列第 3 329，并在 叙利亚 地区排名第 225 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 40 346 名订阅者。
根据 11 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 393，过去 24 小时变化为 17，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 2.29%。内容发布后 24 小时内通常能获得 1.74% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 924 次浏览，首日通常累积 702 次浏览。
- 互动与反馈： 受众积极参与，单帖平均反应数为 4。
- 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 12 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。
40 346
订阅者
+1724 小时
+1237 天
+39330 天
帖子存档
40 346
📌 Applications of Density Estimation to Legal Theory
🗂 Category: DATA SCIENCE
🕒 Date: 2025-06-10 | ⏱️ Read time: 15 min read
A brief analysis using density estimation to compare the two-verdict and three-verdict systems.
40 346
📌 10,000x Faster Bayesian Inference: Multi-GPU SVI vs. Traditional MCMC
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-06-10 | ⏱️ Read time: 18 min read
Using GPU acceleration to speed up Bayesian Inference from months to minutes…
40 346
📌 Automate Models Training: An MLOps Pipeline with Tekton and Buildpacks
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-06-10 | ⏱️ Read time: 11 min read
A step-by-step guide to containerizing and orchestrating an ML training workflow without the Dockerfile headache,…
40 346
📌 Audio Spectrogram Transformers Beyond the Lab
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-06-10 | ⏱️ Read time: 7 min read
A recipe for building a portable soundscape monitoring app with AudioMoth, Raspberry Pi, and a…
40 346
📌 Mobile App Development with Python
🗂 Category: PROGRAMMING
🕒 Date: 2025-06-11 | ⏱️ Read time: 8 min read
Build iOS & Android Apps with Kivy
40 346
📌 Can AI Truly Develop a Memory That Adapts Like Ours?
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-12 | ⏱️ Read time: 17 min read
Exploring Titans: A new architecture equipping LLMs with human-inspired memory that learns and updates itself…
40 346
📌 Exploring the Proportional Odds Model for Ordinal Logistic Regression
🗂 Category: DATA SCIENCE
🕒 Date: 2025-06-12 | ⏱️ Read time: 21 min read
Understanding and Implementing Brant’s Tests in Ordinal Logistic Regression with Python
40 346
📌 User Authorisation in Streamlit With OIDC and Google
🗂 Category: DATA SCIENCE
🕒 Date: 2025-06-12 | ⏱️ Read time: 10 min read
Log in to a Streamlit app with a Google email account
40 346
📌 Design Smarter Prompts and Boost Your LLM Output: Real Tricks from an AI Engineer’s Toolbox
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-06-12 | ⏱️ Read time: 9 min read
Not just what you ask, but how you ask it. Practical techniques for prompt engineering…
40 346
📌 Agentic AI 103: Building Multi-Agent Teams
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-12 | ⏱️ Read time: 9 min read
Build multi-agent teams that can automate tasks and enhance productivity.
40 346
📌 Connecting the Dots for Better Movie Recommendations
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-06-12 | ⏱️ Read time: 11 min read
Connecting the Dots for Better Movie Recommendations: Lightweight graph RAG on Rotten Tomatoes movie reviews
40 346
📌 How AI Agents “Talk” to Each Other
🗂 Category: THE VARIABLE
🕒 Date: 2025-06-13 | ⏱️ Read time: 3 min read
Minimize chaos and maintain inter-agent harmony in your projects
40 346
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40 346
📌 AI Is Not a Black Box (Relatively Speaking)
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-13 | ⏱️ Read time: 7 min read
Compared to the opacity around human intelligence, AI is more transparent in some very tangible…
40 346
📌 What If I had AI in 2018: Rent the Runway Fulfillment Center Optimization
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-13 | ⏱️ Read time: 7 min read
An LLM in 2018 would not have trivialized a complex project, although it could have…
40 346
📌 Stop Building AI Platforms
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-13 | ⏱️ Read time: 7 min read
When small and medium companies achieve success in building Data and ML platforms, building AI…
40 346
📌 Agents, APIs, and the Next Layer of the Internet
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-16 | ⏱️ Read time: 13 min read
Part I: Shipping Containers for Thought Every so often a simple idea rewires everything. The…
40 346
📌 I Won $10,000 in a Machine Learning Competition — Here’s My Complete Strategy
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-06-16 | ⏱️ Read time: 7 min read
Complete guide to feature selection, threshold optimization, and neural network architecture for ML competitions
40 346
📌 Build an AI Agent to Explore Your Data Catalog with Natural Language
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-16 | ⏱️ Read time: 7 min read
Leverage LLMs to query your Databricks Data Catalog
40 346
📌 Regularisation: A Deep Dive into Theory, Implementation, and Practical Insights
🗂 Category: DATA SCIENCE
🕒 Date: 2025-06-16 | ⏱️ Read time: 70 min read
A detailed guide on controlling overfitting and increasing the stability of your models.
