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 40 323 名订阅者，在 技术与应用 类别中位列第 3 332，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 40 323 名订阅者。
根据 09 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 378，过去 24 小时变化为 30，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 2.23%。内容发布后 24 小时内通常能获得 1.95% 的反应，占订阅者总量。
- 帖子覆盖： 每篇帖子平均可获得 897 次浏览，首日通常累积 788 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 10 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。
40 323
订阅者
+3024 小时
+1067 天
+37830 天
帖子存档
40 332
📌 How to Benchmark DeepSeek-R1 Distilled Models on GPQA Using Ollama and OpenAI’s simple-evals
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-04-23 | ⏱️ Read time: 12 min read
Set up and run the GPQA-Diamond benchmark on DeepSeek-R1’s distilled models locally to evaluate its…
40 332
📌 Exporting MLflow Experiments from Restricted HPC Systems
🗂 Category: DATA ENGINEERING
🕒 Date: 2025-04-23 | ⏱️ Read time: 4 min read
A workaround method that bypasses direct communication
40 332
📌 Predicting the NBA Champion with Machine Learning
🗂 Category: DATA SCIENCE
🕒 Date: 2025-04-24 | ⏱️ Read time: 10 min read
Building a machine learning model to predict the NBA Champion and analyze the most impactful…
40 332
📌 Choose the Right One: Evaluating Topic Models for Business Intelligence
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-04-24 | ⏱️ Read time: 11 min read
Python tutorial for evaluating top-notch bigram topic models in customer email classification
40 332
📌 How to Integrate AI into Complex Workflows
🗂 Category: THE VARIABLE
🕒 Date: 2025-04-24 | ⏱️ Read time: 3 min read
This week, we focus on the nitty-gritty details of integrating AI workflows into new contexts.
40 332
📌 Government Funding Graph RAG
🗂 Category: DATA SCIENCE
🕒 Date: 2025-04-24 | ⏱️ Read time: 19 min read
Graph visualisation for UK Research and Innovation (UKRI) funding, including NetworkX, PyVis and LlamaIndex graph…
40 332
📌 AWS: Deploying a FastAPI App on EC2 in Minutes
🗂 Category: DATA ENGINEERING
🕒 Date: 2025-04-24 | ⏱️ Read time: 5 min read
From zero to EC2: easy steps to launching an AWS Instance
40 332
📌 LLM Evaluations: from Prototype to Production
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-04-25 | ⏱️ Read time: 30 min read
How to monitor the quality of your LLM product
40 332
📌 Behind the Magic: How Tensors Drive Transformers
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-04-25 | ⏱️ Read time: 4 min read
The workflow Of tensors Inside Transformers
40 332
📌 A Step-By-Step Guide To Powering Your Application With LLMs
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-04-25 | ⏱️ Read time: 8 min read
Explore a hands-on guide to integrating large language models into real-world apps, not just read…
40 332
📌 Hands-on Multi Agent LLM Restaurant Simulation, with Python and OpenAI
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-04-28 | ⏱️ Read time: 12 min read
This is how I used Large Language Models Agents to simulate an end-to-end restaurant process,…
40 332
📌 Adding Training Noise To Improve Detections In Transformers
🗂 Category: DEEP LEARNING
🕒 Date: 2025-04-28 | ⏱️ Read time: 8 min read
Denoising, explained
40 332
📌 When OpenAI Isn’t Always the Answer: Enterprise Risks Behind Wrapper-Based AI Agents
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-04-28 | ⏱️ Read time: 8 min read
Data privacy, compliance, and trust gaps in today’s AI agent integrations
40 332
📌 NumExpr: The “Faster than Numpy” Library Most Data Scientists Have Never Used
🗂 Category: PROGRAMMING
🕒 Date: 2025-04-28 | ⏱️ Read time: 8 min read
A comparative performance test with NumPy
40 332
📌 Struggling to Land a Data Role in 2025? These 5 Tips Will Change That
🗂 Category: DATA SCIENCE
🕒 Date: 2025-04-28 | ⏱️ Read time: 7 min read
Your dream data job isn’t ghosting you—you just need to search smart.
40 332
📌 How to Build an AI Budget-Planning Optimizer for Your 2026 CAPEX Review: LangGraph, FastAPI, and n8n
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-09-10 | ⏱️ Read time: 20 min read
Email → n8n → LangGraph → FastAPI: turning budget requests into optimised CAPEX portfolios that…
40 332
📌 Why Task-Based Evaluations Matter
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-09-10 | ⏱️ Read time: 4 min read
This article is adapted from a lecture series I gave at Deeplearn 2025: From Prototype…
40 332
📌 When A Difference Actually Makes A Difference
🗂 Category: DATA SCIENCE
🕒 Date: 2025-09-10 | ⏱️ Read time: 10 min read
Bite-Sized Analytics for Business Decision-Makers (1)
40 332
📌 Fighting Back Against Attacks in Federated Learning
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-09-10 | ⏱️ Read time: 8 min read
Lessons from a multi-node simulator
40 332
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