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 40 373 名订阅者，在 技术与应用 类别中位列第 3 327，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 40 373 名订阅者。
根据 12 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 399，过去 24 小时变化为 24，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 2.42%。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 979 次浏览，首日通常累积 703 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 13 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。
40 373
订阅者
+2424 小时
+1257 天
+39930 天
帖子存档
40 386
📌 How to Import Pre-Annotated Data into Label Studio and Run the Full Stack with Docker
🗂 Category: DATA SCIENCE
🕒 Date: 2025-08-29 | ⏱️ Read time: 9 min read
From VOC to JSON: Importing pre-annotations made simple
40 386
📌 Unlocking Multimodal Video Transcription with Gemini
🗂 Category: LLM APPLICATIONS
🕒 Date: 2025-08-29 | ⏱️ Read time: 66 min read
Explore how to transcribe videos with speaker identification in a single prompt
40 386
📌 Toward Digital Well-Being: Using Generative AI to Detect and Mitigate Bias in Social Networks
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-08-29 | ⏱️ Read time: 9 min read
This research answered the question: How can machine learning and artificial intelligence help us to…
40 386
📌 Marginal Effect of Hyperparameter Tuning with XGBoost
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-08-29 | ⏱️ Read time: 17 min read
Demystifying Bayesian hyperparameter optimization and comparing hyperparameter tuning paradigms
40 386
📌 Crafting a Custom Voice Assistant with Perplexity
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-08-30 | ⏱️ Read time: 10 min read
How to build a fully functional, hands-free voice assistant on a Raspberry Pi
40 386
📌 Understanding Matrices | Part 4: Matrix Inverse
🗂 Category: MATH
🕒 Date: 2025-08-30 | ⏱️ Read time: 18 min read
The physical meaning of matrix inversion, related formulas, and how inversion behaves on several special…
40 386
📌 The Machine Learning Lessons I’ve Learned This Month
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-08-31 | ⏱️ Read time: 5 min read
August 2025: logging, lab notebooks, overnight runs
40 386
📌 How to Develop a Bilingual Voice Assistant
🗂 Category: LLM APPLICATIONS
🕒 Date: 2025-08-31 | ⏱️ Read time: 8 min read
Exploring ways to make voice assistants more personal
40 386
📌 The Generalist: The New All-Around Type of Data Professional?
🗂 Category: DATA SCIENCE
🕒 Date: 2025-09-01 | ⏱️ Read time: 6 min read
Is over-specialization ending and are data generalists on the rise?
40 386
📌 Writing Is Thinking
🗂 Category: AUTHOR SPOTLIGHTS
🕒 Date: 2025-09-02 | ⏱️ Read time: 5 min read
Egor Howell on breaking into ML without a CS degree, surviving 80+ interviews, and what…
40 386
📌 3 Greedy Algorithms for Decision Trees, Explained with Examples
🗂 Category: MACHINE LEARNING
🕒 Date: 2025-09-02 | ⏱️ Read time: 12 min read
Learn the inner workings of decision trees
40 386
📌 What is Universality in LLMs? How to Find Universal Neurons
🗂 Category: LARGE LANGUAGE MODELS
🕒 Date: 2025-09-02 | ⏱️ Read time: 5 min read
How independently trained transformers form same the neurons
40 386
📌 How to Scale Your AI Search to Handle 10M Queries with 5 Powerful Techniques
🗂 Category: CONVERSATIONAL AI
🕒 Date: 2025-09-02 | ⏱️ Read time: 9 min read
Optimize your AI search with RAG, contextual retrieval and evaluations
40 386
📌 Implementing the Caesar Cipher in Python
🗂 Category: PROGRAMMING
🕒 Date: 2025-09-02 | ⏱️ Read time: 7 min read
Julius Caesar was a Roman ruler known for his military strategies and excellent leadership. Named…
40 386
📌 A Deep Dive into RabbitMQ & Python’s Celery: How to Optimise Your Queues
🗂 Category: PROGRAMMING
🕒 Date: 2025-09-02 | ⏱️ Read time: 12 min read
Key lessons I’ve learned running RabbitMQ + Celery in production
40 386
📌 What Being a Data Scientist at a Startup Really Looks Like
🗂 Category: DATA SCIENCE
🕒 Date: 2025-09-03 | ⏱️ Read time: 9 min read
What I learned about growth, visibility, and chaos over the past five years
40 386
📌 Stochastic Differential Equations and Temperature — NASA Climate Data pt. 2
🗂 Category: MATH
🕒 Date: 2025-09-03 | ⏱️ Read time: 14 min read
The Ornstein-Uhlenbeck process in Python
40 386
📌 Hands On Time Series Modeling of Rare Events, with Python
🗂 Category: DATA SCIENCE
🕒 Date: 2025-09-03 | ⏱️ Read time: 11 min read
This is how to model rare events occurrences in a time series in a few…
40 386
📌 AI FOMO, Shadow AI, and Other Business Problems
🗂 Category: ARTIFICIAL INTELLIGENCE
🕒 Date: 2025-09-03 | ⏱️ Read time: 6 min read
What’s the state of AI in business these days, and how much does it cost…
40 386
📌 Useful Python Libraries You Might Not Have Heard Of: Freezegun
🗂 Category: PROGRAMMING
🕒 Date: 2025-09-03 | ⏱️ Read time: 12 min read
Bring time to a standstill in your Python tests
