es
Feedback
Machine Learning with Python

Machine Learning with Python

Ir al canal en Telegram

Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho

Mostrar más

📈 Análisis del canal de Telegram Machine Learning with Python

El canal Machine Learning with Python (@codeprogrammer) en el segmento lingüístico de Inglés es un actor destacado. Actualmente la comunidad reúne a 67 815 suscriptores, ocupando la posición 2 419 en la categoría Educación y el puesto 5 033 en la región India.

📊 Métricas de audiencia y dinámica

Desde su creación el невідомо, el proyecto ha mostrado un crecimiento acelerado, reuniendo a 67 815 suscriptores.

Según los últimos datos del 12 junio, 2026, el canal mantiene una actividad estable. En los últimos 30 días la variación de miembros fue de 57, y en las últimas 24 horas de 3, conservando un alto alcance.

  • Estado de verificación: No verificado
  • Tasa de interacción (ER): El promedio de interacción de la audiencia es 4.13%. Durante las primeras 24 horas tras publicar, el contenido suele obtener 1.69% de reacciones respecto al total de suscriptores.
  • Alcance de las publicaciones: Cada publicación recibe en promedio 2 799 visualizaciones. En el primer día suele acumular 1 149 visualizaciones.
  • Reacciones e interacción: La audiencia responde de forma activa: el promedio de reacciones por publicación es 6.
  • Intereses temáticos: El contenido se centra en temas clave como insidead, learning, degree, evaluation, algorithm.

📝 Descripción y política de contenido

El autor describe el recurso como un espacio para expresar opiniones subjetivas:
Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho

Gracias a la alta frecuencia de actualizaciones (últimos datos recibidos el 13 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 Educación.

67 815
Suscriptores
+324 horas
-187 días
+5730 días
Archivo de publicaciones
Transformer: Multi-Head Attention Math vs Code 👨‍💻 I made this visualization to show you how to implement the multi-head attention math in PyTorch within 50 LoC. Multi-Head Attention is what makes the Transformer's performance outstanding. Is it useful to you❓ 📂 Tags: #ML #TRANSFORMER http://t.me/codeprogrammer ⭐️

Yan Chen - Transformer: Attention by hand ✍️ Is it useful to you❓ 📂 Tags: #ML #TRANSFORMER http://t.me/codeprogrammer ⭐️

"UNLOCK YOUR TRADING POTENTIAL! Discover the Secret to Making Consistent Profits in Forex & Gold Trading! Join our Exclusive
"UNLOCK YOUR TRADING POTENTIAL! Discover the Secret to Making Consistent Profits in Forex & Gold Trading! Join our Exclusive Telegram Channel for: REAL-TIME SIGNALS EXPERT ANALYSIS MARKET INSIGHTS BEGINNER-FRIENDLY EDUCATION Maximize Your Profits with Our Proven Strategies! Join Now and Start Trading Like a Pro! #ad

Airdrop in 20/10/2024 Get money from this airdrop and convert $Tomato to usd and subscribe in Coursera grant This is my way to get resources I love airdrops https://t.me/Tomarket_ai_bot/app?startapp=0001oVe7

How much your tomatoes 🍅?

Airdrop in 20/10/2024 Get money from this airdrop and convert $Tomato to usd and subscribe in Coursera grant This is my way to get resources I love airdrops https://t.me/Tomarket_ai_bot/app?startapp=0001oVe7

Airdrop in 20/10/2024 Get money from this airdrop and convert $Tomato to usd and subscribe in Coursera grant This is my way to get resources I love airdrops https://t.me/Tomarket_ai_bot/app?startapp=0001oVe7

Add your name to the list of candidates to win free grants, courses, and books by New Year's. The first 100 names will be selected and awarded grants, courses, or books based on the points they accumulate. Register here 🤠

Pandas ➡️ Polars ➡️ SQL ➡️ PySpark translations: Is it useful to you❓ 📂 Tags: #pandas #Polars #sql #Pyspark http://t.me/code
Pandas ➡️ Polars ➡️ SQL ➡️ PySpark translations: Is it useful to you❓ 📂 Tags: #pandas #Polars #sql #Pyspark http://t.me/codeprogrammer ⭐️

https://t.me/major/start?startapp=418788114 👑 Join me in @Major game and earn $MAJOR token soon! ⭐️ 750 rating bonus for you. ⭐️ 1000 rating bonus if you are Premium.

Transformer by Hand ✍️ in 5 Minutes with Anna Rahn 📂 Tags: #python #ML #Transformer http://t.me/codeprogrammer ⭐️

Web scraping will never be the same! Crawl4AI simplifies web crawling and data extraction, making it ready to use for LLMs an
Web scraping will never be the same! Crawl4AI simplifies web crawling and data extraction, making it ready to use for LLMs and AI applications. Here’s why it’s a game-changer: 🆓 Free and open-source ⭐️ Blazing fast performance, 🤖 LLM-friendly output formats (JSON, cleaned HTML, markdown) 🌍 Supports crawling multiple URLs simultaneously 🎨 Extracts all media tags (Images, Audio, Video) 🔗 Extracts all external and internal links But that’s not all: 📚 Extracts metadata from pages ✅ User-agent customization ✅ Takes screenshots of pages 📄 Executes custom JavaScript before crawling 📂 Tags: #python #ML #LLM http://t.me/codeprogrammer ⭐️

Let's open a new page and restore interaction to normal We want 100 interactions and I promise you more

LSTM by hand ✍️ Excel 📂 Tags: #python #ML #LSTM http://t.me/codeprogrammer ⭐️

LSTM by hand ✍️ Excel 📂 Tags: #python #ML #LSTM http://t.me/codeprogrammer ⭐️ Download Excel file 👇

Please enter your name to receive financial funding ranging from $10 to $300, which will allow you to register for Coursera's annual grants. Link for registration and submission.

Hello, my friends, The main reason for making some information and resources paid is that no one appreciates the value of the time and effort we spend to obtain the best results and resources for you. A low number of interactions... a low number of stars. I don't care about the money, but I want recognition for my efforts. I'm not willing to let my hard work and time go to waste for selfish individuals. This is the link to my paid channel where I provide all resources and information for free. https://t.me/+Tdshx2j5cZ00N2Ji Eng. Hussein Sheikho ✅

Based on leaks, Coursera has launched its new token, Circle, which will be converted into real money by the end of next month
Based on leaks, Coursera has launched its new token, Circle, which will be converted into real money by the end of next month. The more points you accumulate, the greater your chances of receiving a long-term Coursera grant. Collect circle tokens from here. Collecting tokens only requires you to complete daily tasks. The number of people working to collect Circle tokens has surpassed five million. Your life will change for the better. Sign up here for the Coursera grant.