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Machine Learning

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

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📈 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 40 145 suscriptores, ocupando la posición 3 375 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 40 145 suscriptores.

Según los últimos datos del 28 junio, 2026, el canal mantiene una actividad estable. En los últimos 30 días la variación de miembros fue de 378, y en las últimas 24 horas de 7, conservando un alto alcance.

  • Estado de verificación: No verificado
  • Tasa de interacción (ER): El promedio de interacción de la audiencia es 2.09%. Durante las primeras 24 horas tras publicar, el contenido suele obtener 1.91% de reacciones respecto al total de suscriptores.
  • Alcance de las publicaciones: Cada publicación recibe en promedio 841 visualizaciones. En el primer día suele acumular 766 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 29 junio, 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.

40 145
Suscriptores
+724 horas
+1147 días
+37830 días
Archivo de publicaciones
📌 Unveiling Metadynamics: A Beginner’s Guide to Mastering PLUMED (Part 1 of 3) 🗂 Category: DATA VISUALIZATION 🕒 Date: 2024
📌 Unveiling Metadynamics: A Beginner’s Guide to Mastering PLUMED (Part 1 of 3) 🗂 Category: DATA VISUALIZATION 🕒 Date: 2024-06-22 | ⏱️ Read time: 11 min read Unlock the power of metadynamics with PLUMED! Explore free energy landscapes and master molecular dynamics…

📌 The Data Science Resume That Got Me Jobs & Interviews 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-06-23 | ⏱️ Read t
📌 The Data Science Resume That Got Me Jobs & Interviews 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-06-23 | ⏱️ Read time: 8 min read A breakdown of how you should structure a data science resume

📌 My learning to being hired again after a year… Part I 🗂 Category: CAREER ADVICE 🕒 Date: 2024-06-23 | ⏱️ Read time: 13 mi
📌 My learning to being hired again after a year… Part I 🗂 Category: CAREER ADVICE 🕒 Date: 2024-06-23 | ⏱️ Read time: 13 min read For anyone job hunting, not just tech folks

📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date:
📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-06-24 | ⏱️ Read time: 1 min read Achieving Better Results and Efficiency in Language Model Fine-Tuning

📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date:
📌 Combining ORPO and Representation Fine-Tuning for Efficient LLAMA3 Alignment 🗂 Category: ARTIFICIAL INTELLIGENCE 🕒 Date: 2024-06-24 | ⏱️ Read time: 12 min read Achieving Better Results and Efficiency in Language Model Fine-Tuning

📌 Data Science for Schools, Part 2: Student Electives Allocation with Python 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-24 |
📌 Data Science for Schools, Part 2: Student Electives Allocation with Python 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-24 | ⏱️ Read time: 10 min read Time to stop relying on allocations_final_FINALv2.xlsx

📌 Manage dev and prod using terraform and local yaml files 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-06-24 | ⏱️ Read time:
📌 Manage dev and prod using terraform and local yaml files 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-06-24 | ⏱️ Read time: 3 min read Turn your terraform to spin in multiple projects using yaml

📌 Building Fill.sg, a GenAI Report Toolkit 🗂 Category: 🕒 Date: 2024-06-24 | ⏱️ Read time: 17 min read FulFILL your dreams
📌 Building Fill.sg, a GenAI Report Toolkit 🗂 Category: 🕒 Date: 2024-06-24 | ⏱️ Read time: 17 min read FulFILL your dreams of having AI write repetitive reports for you. Find out how we…

📌 Unlocking Sales Performance Metrics 🗂 Category: 🕒 Date: 2024-06-25 | ⏱️ Read time: 8 min read How to correctly measure s
📌 Unlocking Sales Performance Metrics 🗂 Category: 🕒 Date: 2024-06-25 | ⏱️ Read time: 8 min read How to correctly measure sales performance and identify opportunities to enhance sales strategy

📌 Chi-Squared Test: Revealing Hidden Patterns in Your Data 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 10
📌 Chi-Squared Test: Revealing Hidden Patterns in Your Data 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 10 min read Unlock Hidden Patterns in Your Data with the Chi-Squared Test in Python.

📌 A Guide to Python’s Weak References Using weakref Module 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 7 m
📌 A Guide to Python’s Weak References Using weakref Module 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 7 min read Learn all about weak references in Python: reference counting, garbage collection, and practical uses of…

📌 Data Visualization Generation Using Large Language and Image Generation Models with LIDA 🗂 Category: DATA SCIENCE 🕒 Date
📌 Data Visualization Generation Using Large Language and Image Generation Models with LIDA 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 14 min read An overview of the LIDA library, including how to get started, examples, and considerations going…

📌 PySpark Explained: Dealing with Invalid Records When Reading CSV and JSON Files 🗂 Category: DATA ENGINEERING 🕒 Date: 202
📌 PySpark Explained: Dealing with Invalid Records When Reading CSV and JSON Files 🗂 Category: DATA ENGINEERING 🕒 Date: 2024-06-25 | ⏱️ Read time: 9 min read Effective techniques for identifying and handling data errors

📌 Bayesian A/B Testing Falls Short 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 15 min read Over the past d
📌 Bayesian A/B Testing Falls Short 🗂 Category: DATA SCIENCE 🕒 Date: 2024-06-25 | ⏱️ Read time: 15 min read Over the past decade, I’ve engaged in countless discussions about Bayesian A/B testing versus Frequentist…

📌 Mastering Object Counting in Videos 🗂 Category: 🕒 Date: 2024-06-25 | ⏱️ Read time: 8 min read Step-by-step guide to coun
📌 Mastering Object Counting in Videos 🗂 Category: 🕒 Date: 2024-06-25 | ⏱️ Read time: 8 min read Step-by-step guide to counting strolling ants on a tree using detection and tracking techniques.

📌 How to Spin Up a Project Structure with Cookiecutter 🗂 Category: PRODUCTIVITY 🕒 Date: 2025-10-13 | ⏱️ Read time: 7 min r
📌 How to Spin Up a Project Structure with Cookiecutter 🗂 Category: PRODUCTIVITY 🕒 Date: 2025-10-13 | ⏱️ Read time: 7 min read If you’re anything like me, “procrastination” might as well be your middle name. There’s always…

📌 Judge an LLM Judge: A Dual-Layer Evaluation Framework for Continuous Improvement of LLM Evaluation 🗂 Category: MACHINE LE
📌 Judge an LLM Judge: A Dual-Layer Evaluation Framework for Continuous Improvement of LLM Evaluation 🗂 Category: MACHINE LEARNING 🕒 Date: 2024-07-17 | ⏱️ Read time: 13 min read Can “the evaluation of an LLM application by an LLM judge” be audited by another…

🤖🧠 Jio AI Classroom: Learn Artificial Intelligence for Free with Jio Institute & JioPC App 🗓️ 13 Oct 2025 📚 AI News & Tre
🤖🧠 Jio AI Classroom: Learn Artificial Intelligence for Free with Jio Institute & JioPC App 🗓️ 13 Oct 2025 📚 AI News & Trends Artificial Intelligence (AI) is redefining industries across the globe from healthcare to education, finance and beyond. But for millions of learners in India, access to high-quality AI education has often been limited by cost and technical barriers. Bridging this gap, Jio Institute in collaboration with JioPC App has launched a unique free online AI learning ... #JioAIClassroom #ArtificialIntelligence #FreeAIEducation #JioInstitute #JioPCApp #AILearning

No one believed I’d see behind the scenes of BIGG BOSS S9 — but I made it. What happened next shocked even the show’s produce
No one believed I’d see behind the scenes of BIGG BOSS S9 — but I made it. What happened next shocked even the show’s producers. If you want the secrets they never air — you have to see for yourself. #ad InsideAds

🤖🧠 Ultimate OpenTSLM: Stanford’s Open-Source Framework Bridging LLMs and Medical Time-Series Data 🗓️ 13 Oct 2025 📚 AI New
🤖🧠 Ultimate OpenTSLM: Stanford’s Open-Source Framework Bridging LLMs and Medical Time-Series Data 🗓️ 13 Oct 2025 📚 AI News & Trends In recent years, artificial intelligence (AI) has made remarkable strides in transforming healthcare. From medical imaging to patient monitoring systems, AI-driven solutions are reshaping how clinicians diagnose, treat and manage diseases. One of the most promising developments in this space is the integration of large language models (LLMs) with time-series data, a combination that holds ... #OpenTSLM #LLMs #MedicalAI #TimeSeriesData #ArtificialIntelligence #OpenSourceFramework