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
40 351
📌 Why You Should Not Replace Blanks with 0 in Power BI
🗂 Category: DATA ANALYSIS
🕒 Date: 2025-06-20 | ⏱️ Read time: 7 min read
Did someone ask you to replace blank values with 0 in your reports? Maybe you…
40 351
📌 Building AI-Powered Low-Code Workflows with n8n
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-23 | ⏱️ Read time: 27 min read
Three powerful workflows that you can apply to your personal life or business today
40 351
📌 Building A Modern Dashboard with Python and Taipy
🗂 Category: PROGRAMMING
🕒 Date: 2025-06-23 | ⏱️ Read time: 11 min read
A guide to building a front-end data application.
40 351
📌 Programming, Not Prompting: A Hands-On Guide to DSPy
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-23 | ⏱️ Read time: 16 min read
A practical deep dive into declarative AI programming
40 351
📌 Reinforcement Learning from Human Feedback, Explained Simply
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-06-23 | ⏱️ Read time: 7 min read
The one technique that made ChatGPT so smart
40 351
📌 Build Multi-Agent Apps with OpenAI’s Agent SDK
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-24 | ⏱️ Read time: 21 min read
Creating multi-agent apps is simple with this open-source SDK, and it can be used with…
40 351
📌 Why Your Next LLM Might Not Have A Tokenizer
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-06-24 | ⏱️ Read time: 16 min read
The Tokenizer Has Been a Necessary Evil, but This Radical Approach Shows That It Might…
40 351
📌 Agentic AI: Implementing Long-Term Memory
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-24 | ⏱️ Read time: 11 min read
The problem and current solutions
40 351
📌 Data Has No Moat!
🗂 Category: DATA SCIENCE
🕒 Date: 2025-06-24 | ⏱️ Read time: 7 min read
Only if you ignore data quality
40 351
📌 Stop Chasing “Efficiency AI.” The Real Value Is in “Opportunity AI.”
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-25 | ⏱️ Read time: 11 min read
Companies pursuing incremental productivity gains risk being displaced by AI-native competitors building entirely new business…
40 351
📌 How to Train a Chatbot Using RAG and Custom Data
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-06-25 | ⏱️ Read time: 6 min read
Retrieval-Augmented Generation made easy with Llama
40 351
📌 Economic Cycle Synchronization with Dynamic Time Warping
🗂 Category: ECONOMICS
🕒 Date: 2025-06-25 | ⏱️ Read time: 7 min read
The case of the Eurozone
40 351
📌 Use OpenAI Whisper for Automated Transcriptions
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-06-25 | ⏱️ Read time: 8 min read
Streamline your computer interactions using OpenAI’s Whisper model
40 351
📌 AI Agent with Multi-Session Memory
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-26 | ⏱️ Read time: 9 min read
Build from scratch using only Python & Ollama (no GPU, no APIKEY)
40 351
📌 The Mythical Pivot Point from Buy to Build for Data Platforms
🗂 Category: DATA ENGINEERING
🕒 Date: 2025-06-26 | ⏱️ Read time: 10 min read
For companies with data-intensive architectures, there often comes a pivotal point where building in-house data…
40 351
📌 Data Science: From School to Work, Part V
🗂 Category: PROGRAMMING
🕒 Date: 2025-06-26 | ⏱️ Read time: 18 min read
How to profile your Python project
40 351
📌 Hitchhiker’s Guide to RAG with ChatGPT API and LangChain
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-26 | ⏱️ Read time: 7 min read
Build a simple Python RAG pipeline using your local files as context
40 351
📌 A Caching Strategy for Identifying Bottlenecks on the Data Input Pipeline
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-06-26 | ⏱️ Read time: 16 min read
PyTorch model performance analysis and optimization — Part 8
40 351
📌 Pipelining AI/ML Training Workloads with CUDA Streams
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-06-26 | ⏱️ Read time: 12 min read
PyTorch Model Performance Analysis and Optimization — Part 9
40 351
📌 A Developer’s Guide to Building Scalable AI: Workflows vs Agents
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-06-27 | ⏱️ Read time: 38 min read
A practical guide to choosing between AI agents and workflows for production systems, covering the…
