Machine Learning

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Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho

Red:Machine Learning with Python Siria227 Tecnologías y Aplicaciones3 343...

📈 Análisis del canal de Telegram Machine Learning

El canal Machine Learning (@machinelearning9) en el segmento lingüístico de Inglés es un actor destacado. Actualmente la comunidad reúne a 40 255 suscriptores, ocupando la posición 3 343 en la categoría Tecnologías y Aplicaciones y el puesto 227 en la región Siria.

📊 Métricas de audiencia y dinámica

Desde su creación el невідомо, el proyecto ha mostrado un crecimiento acelerado, reuniendo a 40 255 suscriptores.

Según los últimos datos del 06 julio, 2026, el canal mantiene una actividad estable. En los últimos 30 días la variación de miembros fue de 336, y en las últimas 24 horas de -4, conservando un alto alcance.

Estado de verificación: No verificado
Tasa de interacción (ER): El promedio de interacción de la audiencia es 2.25%. Durante las primeras 24 horas tras publicar, el contenido suele obtener 1.88% de reacciones respecto al total de suscriptores.
Alcance de las publicaciones: Cada publicación recibe en promedio 906 visualizaciones. En el primer día suele acumular 758 visualizaciones.
Reacciones e interacción: La audiencia responde de forma activa: el promedio de reacciones por publicación es 3.
Intereses temáticos: El contenido se centra en temas clave como distance, insidead, gpu, learning, degree.

📝 Descripción y política de contenido

El autor describe el recurso como un espacio para expresar opiniones subjetivas:
“Real Machine Learning — simple, practical, and built on experience. Learn step by step with clear explanations and working code. Admin: @HusseinSheikho || @Hussein_Sheikho”

Gracias a la alta frecuencia de actualizaciones (últimos datos recibidos el 07 julio, 2026), el canal mantiene la vigencia y un amplio alcance. La analítica demuestra que la audiencia interactúa activamente con el contenido, lo que lo convierte en un punto de referencia dentro de la categoría Tecnologías y Aplicaciones.

40 255

Suscriptores

-424 horas

+917 días

+33630 días

906

Visitas de la publicación

~ 75824 horas

~ 1 03748 horas

2.25%

Tasa de compromiso

~ 3

Mensajes por día

Ads index

beta

Archivo de publicaciones

40 255

📌 Understanding DDPG: The Algorithm That Solves Continuous Action Control Challenges 🗂 Category: 🕒 Date: 2024-12-11 | ⏱️ Read time: 11 min read Discover how DDPG solves the puzzle of continuous action control, unlocking possibilities in AI-driven medical…

40 255

📌 How to Price with Machine Learning 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-11 | ⏱️ Read time: 6 min read Customizing neural networks to fit price-response functions

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📌 Measuring the Cost of Production Issues on Development Teams 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-11 | ⏱️ Read time: 9 min read Deprioritizing quality sacrifices both software stability and velocity, leading to costly issues. Investing in quality…

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📌 I’m Doing the Advent of Code 2024 in Python – Day 2 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-11 | ⏱️ Read time: 5 min read Let’s see how many stars we’ll collect.

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📌 5 Essential Tips to Build Business Dashboards Stakeholders Love 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-11 | ⏱️ Read time: 9 min read A practical guide to designing clear, effective, and actionable dashboards for decision-making

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📌 Navigating Soft Actor-Critic Reinforcement Learning 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-12 | ⏱️ Read time: 11 min read Explanation, Theory, Implementation, Results and Applications to Bioengineering

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📌 TSMixer: Google’s Innovative Deep Learning Forecasting Model 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-12 | ⏱️ Read time: 9 min read Combining lightweight design with high forecasting accuracy

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📌 ROC AUC Explained: A Beginner’s Guide to Evaluating Classification Models 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-17 | ⏱️ Read time: 10 min read Understand how ROC curves and AUC help you go beyond accuracy with visuals and examples.

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📌 Deploying AI Safely and Responsibly 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-17 | ⏱️ Read time: 12 min read Experts debunk the biggest myths about trustworthy AI

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📌 Evaluating Your RAG Solution 🗂 Category: LARGE LANGUAGE MODELS 🕒 Date: 2025-09-17 | ⏱️ Read time: 15 min read A guide to building and evaluating RAG solutions by leveraging LLM-as-a-Judge capabilities.

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📌 RAG Explained: Understanding Embeddings, Similarity, and Retrieval 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-09-17 | ⏱️ Read time: 10 min read Let’s take a closer look at how the retrieval mechanism works

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📌 Analysis of Sales Shift in Retail with Causal Impact: A Case Study at Carrefour 🗂 Category: DATA SCIENCE 🕒 Date: 2025-09-17 | ⏱️ Read time: 12 min read Applying causal inference to measure the effect of product unavailability on retail sales at Carrefour

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📌 Data-Driven Decision Making with Sentiment Analysis in R 🗂 Category: NATURAL LANGUAGE PROCESSING 🕒 Date: 2025-01-21 | ⏱️ Read time: 15 min read Leveraging the Quanteda, Textstem and Sentimentr Packages to Extract Customer Insights and Enhance Business Strategy

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📌 Beyond Causal Language Modeling 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2025-01-27 | ⏱️ Read time: 7 min read A deep dive into “Not All Tokens Are What You Need for Pretraining”

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📌 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,…

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📌 Data Valuation – A Concise Overview 🗂 Category: DATA SCIENCE 🕒 Date: 2024-12-12 | ⏱️ Read time: 11 min read ChatGPT and similar LLMs were trained on insane amounts of data. OpenAI and Co. scraped…

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📌 The Economics of Artificial Intelligence, Causal Tools, ChatGPT’s Impact, and Other Holiday Reads 🗂 Category: CHATGPT 🕒 Date: 2024-12-12 | ⏱️ Read time: 5 min read Our weekly selection of must-read Editors’ Picks and original features

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📌 SQLite in Production: Dreams Becoming Reality 🗂 Category: 🕒 Date: 2024-12-12 | ⏱️ Read time: 12 min read On the virtues of radical simplicity

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📌 Why “AI Can’t Reason” Is a Bias 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-12-12 | ⏱️ Read time: 11 min read We humans are proud creatures

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📌 CV VideoPlayer – Once and For All 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-12-12 | ⏱️ Read time: 6 min read A Python video player package made for computer vision research