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 40 310 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 40 310 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。
40 310
订阅者
+3024 小时
+1067 天
+37830 天
帖子存档
40 323
📌 Nine Pico PIO Wats with Rust (Part 1)
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Raspberry Pi programmable IO pitfalls illustrated with a musical example
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📌 Navigating Data Science Content: Recognizing Common Pitfalls, Part 1
🗂 Category: DATA SCIENCE
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Uncovering and correcting misconceptions in online data science content to help you learn more effectively
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📌 Stop Creating Bad DAGs – Optimize Your Airflow Environment By Improving Your Python Code
🗂 Category: DATA ENGINEERING
🕒 Date: 2025-01-30 | ⏱️ Read time: 10 min read
Valuable tips to reduce your DAGs’ parse time and save resources.
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📌 DeepSeek-V3 Explained 1: Multi-head Latent Attention
🗂 Category: DEEP LEARNING
🕒 Date: 2025-01-31 | ⏱️ Read time: 9 min read
Key architecture innovation behind DeepSeek-V2 and DeepSeek-V3 for faster inference
40 323
📌 AI Development vs Software Engineering: Key Differences Explained
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-01-31 | ⏱️ Read time: 6 min read
Why Treating AI Projects Like Traditional Software Development Limits Your Team’s Potential for Success
40 323
📌 How Likely Is a Six Nations Grand Slam in 2025?
🗂 Category: DATA SCIENCE
🕒 Date: 2025-01-31 | ⏱️ Read time: 15 min read
The Six Nations is back! This article explores how we can use Data Science &…
40 323
📌 Visualize Data Streams in Python
🗂 Category: DATA SCIENCE
🕒 Date: 2025-01-31 | ⏱️ Read time: 7 min read
Plotting continuous real-time data with deque
40 323
📌 The . Extension is Now a Thing in Python ?
🗂 Category: PROGRAMMING
🕒 Date: 2025-01-31 | ⏱️ Read time: 6 min read
Transform your .py files into . modules
40 323
📌 The AI Product Manager
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-01-31 | ⏱️ Read time: 10 min read
An introduction to an exciting role leading impact with AI
40 323
📌 Align Your Data Architecture for Universal Data Supply
🗂 Category: DATA ENGINEERING
🕒 Date: 2025-01-31 | ⏱️ Read time: 17 min read
Follow me through the steps on how to evolve your architecture to align with your…
40 323
📌 Inequality in Practice: E-commerce Portfolio Analysis
🗂 Category:
🕒 Date: 2025-01-31 | ⏱️ Read time: 36 min read
From Mathematical Theory to Actionable Insights: A 6-Year Shopify Case Study
40 323
📌 Can Machines Dream? On the Creativity of Large Language Models
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-01-31 | ⏱️ Read time: 12 min read
Exploring the Role of Hallucinations, Dependencies, and Imagination in AI Creativity
40 323
📌 Fine-tuning Multimodal Embedding Models
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-01-31 | ⏱️ Read time: 10 min read
Adapting CLIP to YouTube Data (with Python Code)
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📌 Using LLamaIndex Workflow to Implement an Agent Handoff Feature Like OpenAI Swarm
🗂 Category:
🕒 Date: 2025-02-01 | ⏱️ Read time: 22 min read
Example: a customer service chatbot project
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📌 DeepSeek V3: A New Contender in AI-Powered Data Science
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-02-01 | ⏱️ Read time: 12 min read
How DeepSeek’s budget-friendly AI model stacks up against ChatGPT, Claude, and Gemini in SQL, EDA,…
40 323
📌 Injecting domain expertise into your AI system
🗂 Category: ENTREPRENEURSHIP
🕒 Date: 2025-02-01 | ⏱️ Read time: 18 min read
How to connect the dots between AI technology and real life
40 323
📌 Sparse AutoEncoder: from Superposition to interpretable features
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-02-01 | ⏱️ Read time: 6 min read
Disentangle features in complex Neural Network with superpositions
40 323
📌 The Cultural Backlash Against Generative AI
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-02-01 | ⏱️ Read time: 11 min read
What’s making many people resent generative AI, and what impact does that have on the…
40 323
📌 Improving Agent Systems & AI Reasoning
🗂 Category:
🕒 Date: 2025-02-02 | ⏱️ Read time: 11 min read
DeepSeek-R1, OpenAI o1 & o3, Test-Time Compute Scaling, Model Post-Training and the Transition to Reasoning…
40 323
📌 How to Make a Data Science Portfolio That Stands Out
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-02-02 | ⏱️ Read time: 9 min read
Create a data science portfolio with Cloud-flare and HUGO
