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Machine Learning & Artificial Intelligence | Data Science Free Courses
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Perfect channel to learn Data Analytics, Data Sciene, Machine Learning & Artificial Intelligence Admin: @coderfun
Mostrar más📈 Análisis del canal de Telegram Machine Learning & Artificial Intelligence | Data Science Free Courses
El canal Machine Learning & Artificial Intelligence | Data Science Free Courses (@datasciencefree) en el segmento lingüístico de Inglés es un actor destacado. Actualmente la comunidad reúne a 66 535 suscriptores, ocupando la posición 2 469 en la categoría Educación y el puesto 434 en la región Malasia.
📊 Métricas de audiencia y dinámica
Desde su creación el невідомо, el proyecto ha mostrado un crecimiento acelerado, reuniendo a 66 535 suscriptores.
Según los últimos datos del 11 junio, 2026, el canal mantiene una actividad estable. En los últimos 30 días la variación de miembros fue de 754, y en las últimas 24 horas de 5, conservando un alto alcance.
- Estado de verificación: No verificado
- Tasa de interacción (ER): El promedio de interacción de la audiencia es 5.89%. Durante las primeras 24 horas tras publicar, el contenido suele obtener 1.55% de reacciones respecto al total de suscriptores.
- Alcance de las publicaciones: Cada publicación recibe en promedio 3 915 visualizaciones. En el primer día suele acumular 1 031 visualizaciones.
- Reacciones e interacción: La audiencia responde de forma activa: el promedio de reacciones por publicación es 17.
- Intereses temáticos: El contenido se centra en temas clave como sellerflash, waybienad, pricing, buybox, buyer.
📝 Descripción y política de contenido
El autor describe el recurso como un espacio para expresar opiniones subjetivas:
“Perfect channel to learn Data Analytics, Data Sciene, Machine Learning & Artificial Intelligence
Admin: @coderfun”
Gracias a la alta frecuencia de actualizaciones (últimos datos recibidos el 12 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.
66 535
Suscriptores
+524 horas
+627 días
+75430 días
Archivo de publicaciones
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✅ Data Scientists in Your 20s – Avoid This Trap 🚫🧠
🎯 The Trap? → Passive Learning
Feels like you’re learning but not truly growing.
🔍 Example:
⦁ Watching endless ML tutorial videos
⦁ Saving notebooks without running or understanding
⦁ Joining courses but not coding models
⦁ Reading research papers without experimenting
End result?
❌ No models built from scratch
❌ No real data cleaning done
❌ No insights or reports delivered
This is passive learning — absorbing without applying. It builds false confidence and slows progress.
🛠️ How to Fix It:
1️⃣ Learn by doing: Grab real datasets (Kaggle, UCI, public APIs)
2️⃣ Build projects: Classification, regression, clustering tasks
3️⃣ Document findings: Share explanations like you’re presenting to stakeholders
4️⃣ Get feedback: Post code & reports on GitHub, Kaggle, or LinkedIn
5️⃣ Fail fast: Debug models, tune hyperparameters, iterate frequently
📌 In your 20s, build practical data intuition — not just theory or certificates.
Stop passive watching.
Start real modeling.
Start storytelling with data.
That’s how data scientists grow fast in the real world! 🚀
💬 Tap ❤️ if this resonates with you!
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
Sponsored By WaybienAds
Unlock LBank New User Benefits
Join LBank and access new user benefits, including a 30 day VIP2 trial, transfer rewards up to 200 USDT, and additional trading bonuses.
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