ch
Feedback
Machine Learning

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

显示更多

📈 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 40 345 名订阅者,在 技术与应用 类别中位列第 3 331,并在 叙利亚 地区排名第 225

📊 受众指标与增长动态

невідомо 创建以来,项目保持高速增长,吸引了 40 345 名订阅者。

根据 10 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 383,过去 24 小时变化为 25,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 2.35%。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 948 次浏览,首日通常累积 786 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 11 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。

40 345
订阅者
+2524 小时
+1227
+38330
帖子存档
📌 Prototyping Gradient Descent in Machine Learning 🗂 Category: 🕒 Date: 2025-05-23 | ⏱️ Read time: 10 min read Mathematical
📌 Prototyping Gradient Descent in Machine Learning 🗂 Category: 🕒 Date: 2025-05-23 | ⏱️ Read time: 10 min read Mathematical theorem and credit transaction prediction using Stochastic / Batch GD

📌 Demystifying Policy Optimization in RL: An Introduction to PPO and GRPO 🗂 Category: DEEP LEARNING 🕒 Date: 2025-05-26 | ⏱
📌 Demystifying Policy Optimization in RL: An Introduction to PPO and GRPO 🗂 Category: DEEP LEARNING 🕒 Date: 2025-05-26 | ⏱️ Read time: 16 min read A beginner-friendly guide to PPO and GRPO: simplifying policy optimization in reinforcement learning

📌 Understanding Matrices | Part 1: Matrix-Vector Multiplication 🗂 Category: MATH 🕒 Date: 2025-05-26 | ⏱️ Read time: 13 min
📌 Understanding Matrices | Part 1: Matrix-Vector Multiplication 🗂 Category: MATH 🕒 Date: 2025-05-26 | ⏱️ Read time: 13 min read The physical meaning of multiplying a matrix by a vector, and how it works on…

📌 The Best AI Books & Courses for Getting a Job 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-26 | ⏱️ Read time: 8 m
📌 The Best AI Books & Courses for Getting a Job 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-26 | ⏱️ Read time: 8 min read A comprehensive guide to the books and courses that helped me learn AI

📌 How to Reduce Your Power BI Model Size by 90% 🗂 Category: DATA ENGINEERING 🕒 Date: 2025-05-26 | ⏱️ Read time: 21 min rea
📌 How to Reduce Your Power BI Model Size by 90% 🗂 Category: DATA ENGINEERING 🕒 Date: 2025-05-26 | ⏱️ Read time: 21 min read Have you ever wondered what makes Power BI so fast and powerful when it comes…

📌 Code Agents: The Future of Agentic AI 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-26 | ⏱️ Read time: 17 min read
📌 Code Agents: The Future of Agentic AI 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-26 | ⏱️ Read time: 17 min read HuggingFace smolagents framework in action

📌 Why Regularization Isn’t Enough: A Better Way to Train Neural Networks with Two Objectives 🗂 Category: DEEP LEARNING 🕒 D
📌 Why Regularization Isn’t Enough: A Better Way to Train Neural Networks with Two Objectives 🗂 Category: DEEP LEARNING 🕒 Date: 2025-05-27 | ⏱️ Read time: 32 min read Why splitting your objectives and your model might be the key to better performance and…

📌 Reinforcement Learning Made Simple: Build a Q-Learning Agent in Python 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-
📌 Reinforcement Learning Made Simple: Build a Q-Learning Agent in Python 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-27 | ⏱️ Read time: 11 min read Inspired by AlphaGo’s Move 37 — learn how agents explore, exploit, and win

📌 How Microsoft Power BI Elevated My Data Analysis and Visualization Workflow 🗂 Category: DATA SCIENCE 🕒 Date: 2025-05-27
📌 How Microsoft Power BI Elevated My Data Analysis and Visualization Workflow 🗂 Category: DATA SCIENCE 🕒 Date: 2025-05-27 | ⏱️ Read time: 8 min read Explaining useful features every data analyst needs

📌 Bayesian Optimization for Hyperparameter Tuning of Deep Learning Models 🗂 Category: DEEP LEARNING 🕒 Date: 2025-05-27 | ⏱
📌 Bayesian Optimization for Hyperparameter Tuning of Deep Learning Models 🗂 Category: DEEP LEARNING 🕒 Date: 2025-05-27 | ⏱️ Read time: 12 min read Explore how Bayesian Optimization outperforms Grid Search in efficiency and performance over binary classification tasks.

📌 Tree of Thought Prompting: Teaching LLMs to Think Slowly 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-05-28 | ⏱️ Read
📌 Tree of Thought Prompting: Teaching LLMs to Think Slowly 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-05-28 | ⏱️ Read time: 7 min read Playing Minesweeper with Augmented Reasoning

📌 Detecting Malicious URLs Using LSTM and Google’s BERT Models 🗂 Category: DEEP LEARNING 🕒 Date: 2025-05-28 | ⏱️ Read time
📌 Detecting Malicious URLs Using LSTM and Google’s BERT Models 🗂 Category: DEEP LEARNING 🕒 Date: 2025-05-28 | ⏱️ Read time: 18 min read A progressive approach to implementing AI-powered webpage detection applications into production

📌 JAX: Is This Google’s NumPy killer? 🗂 Category: PROGRAMMING 🕒 Date: 2025-05-28 | ⏱️ Read time: 16 min read Auto differen
📌 JAX: Is This Google’s NumPy killer? 🗂 Category: PROGRAMMING 🕒 Date: 2025-05-28 | ⏱️ Read time: 16 min read Auto differentiation and JIT compilation make a compelling case.

📌 Multi-Agent Communication with the A2A Python SDK 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-28 | ⏱️ Read time:
📌 Multi-Agent Communication with the A2A Python SDK 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-28 | ⏱️ Read time: 9 min read The Agent Card helps discover agents, but how does communication between agents actually work in…

Ever searched everywhere for that one movie link, only to come up empty? Stop wasting time! At Mustafa Khan, every film is ju
Ever searched everywhere for that one movie link, only to come up empty? Stop wasting time! At Mustafa Khan, every film is just a click away. Discover the latest releases and all-time favorites, always available and in high quality. Join our community for instant access to what you want, when you want it. Don’t miss today’s updates — find your next movie now and never be left searching again! #إعلان InsideAds

📌 From Data to Stories: Code Agents for KPI Narratives 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-29 | ⏱️ Read ti
📌 From Data to Stories: Code Agents for KPI Narratives 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-29 | ⏱️ Read time: 27 min read HuggingFace’s smolagents framework in action

📌 The Simplest Possible AI Web App 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-29 | ⏱️ Read time: 11 min read The
📌 The Simplest Possible AI Web App 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-29 | ⏱️ Read time: 11 min read The great simplification experiment

📌 I Transitioned from Data Science to AI Engineering: Here’s Everything You Need to Know 🗂 Category: ARTIFICIAL INTELLIGENC
📌 I Transitioned from Data Science to AI Engineering: Here’s Everything You Need to Know 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-05-29 | ⏱️ Read time: 14 min read A personal guide to the skills, tools, and mindset behind the title

📌 The Hidden Security Risks of LLMs 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-05-29 | ⏱️ Read time: 6 min read And wh
📌 The Hidden Security Risks of LLMs 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-05-29 | ⏱️ Read time: 6 min read And why self-hosting might be the safer bet

📌 A Practical Introduction to Google Analytics 🗂 Category: DATA SCIENCE 🕒 Date: 2025-05-29 | ⏱️ Read time: 10 min read Lea
📌 A Practical Introduction to Google Analytics 🗂 Category: DATA SCIENCE 🕒 Date: 2025-05-29 | ⏱️ Read time: 10 min read Learn the key concepts and reports of Google Analytics while practising with the platform