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:Machine Learning with Python 叙利亚227 技术与应用3 343...

📈 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 40 255 名订阅者，在 技术与应用 类别中位列第 3 343，并在 叙利亚 地区排名第 227 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 40 255 名订阅者。

根据 06 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 336，过去 24 小时变化为 -4，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 2.25%。内容发布后 24 小时内通常能获得 1.88% 的反应，占订阅者总量。
帖子覆盖： 每篇帖子平均可获得 906 次浏览，首日通常累积 758 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 07 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。

40 255

订阅者

-424 小时

+917 天

+33630 天

906

帖子浏览量

~ 75824 小时

~ 1 03748 小时

2.25%

参与率

~ 3

每日帖子数

Ads index

beta

帖子存档

40 255

📌 AI, My Holiday Elf: Building a Gift Recommender for the Perfect Christmas 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-08 | ⏱️ Read time: 9 min read How I used AI and Streamlit to create a festive and fun gift recommendation app

40 255

📌 Streamline Your Workflow when Starting a New Research Paper 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-08 | ⏱️ Read time: 6 min read Python code to create folders and Word documents for research papers in biomedical sciences -…

40 255

📌 Unlocking Hidden Potential: Exploring Second-Round Purchasers 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-09 | ⏱️ Read time: 15 min read Finding customer segments for optimal retargetting using LLM embeddings and ML model

40 255

📌 Accusatory AI: How a Widespread Misuse of AI Technology Is Harming Students 🗂 Category: 🕒 Date: 2024-12-09 | ⏱️ Read time: 8 min read What should be done when an AI accuses a student of misconduct by using AI?

40 255

📌 Can LLMs talk SQL, SPARQL, Cypher, and MongoDB Query Language (MQL) equally well? 🗂 Category: 🕒 Date: 2024-12-09 | ⏱️ Read time: 9 min read Comparing Text-to-Query capabilities of Large Language Models (LLMs) for four different Query Language

40 255

📌 Why Data Scientists Need These Software Engineering Skills 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-09 | ⏱️ Read time: 6 min read Learn these things to become a more well-rounded data scientist

40 255

📌 Here’s What I Learned About Information Theory Through Wordle 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-09 | ⏱️ Read time: 8 min read The Science Behind Better Guesses

40 255

📌 Extracting Structured Vehicle Data from Images 🗂 Category: 🕒 Date: 2025-01-27 | ⏱️ Read time: 10 min read Build an Automated Vehicle Documentation System that Extracts Structured Information from Images, using OpenAI API,…

40 255

📌 Learnings from a Machine Learning Engineer — Part 2: The Data Sets 🗂 Category: MACHINE LEARNING 🕒 Date: 2025-02-13 | ⏱️ Read time: 10 min read In Part 1, we discussed the importance of collecting good image data and assigning proper labels…

40 255

📌 Uncertainty Quantification in Time Series Forecasting 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-09 | ⏱️ Read time: 12 min read A deep dive into EnbPI, a Conformal Prediction approach for time series forecasting

40 255

📌 The Case Against Centralized Medallion Architecture 🗂 Category: 🕒 Date: 2024-12-09 | ⏱️ Read time: 10 min read Why tailored, decentralized data quality trumps the medallion architecture

40 255

📌 Probability Distributions: Poisson vs. Binomial Distribution 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-10 | ⏱️ Read time: 11 min read Using Soccer to Understand the Difference Between Poisson & Binomial: Probability for Data Science Series…

40 255

📌 ML Beginners Should Read Papers 🗂 Category: DEEP LEARNING 🕒 Date: 2024-12-10 | ⏱️ Read time: 4 min read Here’s why and how

40 255

📌 Predicted Probability, Explained: A Visual Guide with Code Examples for Beginners 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-10 | ⏱️ Read time: 18 min read 7 basic classifiers reveal their prediction confidence math

40 255

📌 Synthetic Data in Practice: A Shopify Case Study 🗂 Category: 🕒 Date: 2024-12-10 | ⏱️ Read time: 15 min read Testing new Snowflake functionality with a 30k records dataset

40 255

📌 OpenAI Prompt Cache Monitoring 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-10 | ⏱️ Read time: 10 min read A worked example using Python and the chat completion API

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📌 Nobel Prizes 2024: AI Breakthroughs Win Big 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-10 | ⏱️ Read time: 8 min read Lessons Learned After the AI Nobel Debate

40 255

📌 Awesome Plotly with Code Series (Part 5): The Order in Bar Charts Matters 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-10 | ⏱️ Read time: 10 min read And it is not always simply ordering by highest to lowest

40 255

📌 Missing Data in Time-Series: Machine Learning Techniques 🗂 Category: 🕒 Date: 2024-12-10 | ⏱️ Read time: 15 min read Part 1: Leverage linear regression and decision trees to impute time-series gaps.

40 255

📌 How I’d Learn Machine Learning Again, After 6 Years 🗂 Category: CODING 🕒 Date: 2024-12-11 | ⏱️ Read time: 7 min read Some rough guidelines