Data science/ML/AI

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Data science and machine learning hub Python, SQL, stats, ML, deep learning, projects, PDFs, roadmaps and AI resources. For beginners, data scientists and ML engineers 👉 https://rebrand.ly/bigdatachannels DMCA: @disclosure_bds Contact: @mldatascientist

Red:Programming, data science, ML - free courses by Big Data Specialist India31 635 Tecnologías y Aplicaciones9 377...

📈 Análisis del canal de Telegram Data science/ML/AI

El canal Data science/ML/AI (@datascience_bds) en el segmento lingüístico de Inglés es un actor destacado. Actualmente la comunidad reúne a 13 674 suscriptores, ocupando la posición 9 377 en la categoría Tecnologías y Aplicaciones y el puesto 31 635 en la región India.

📊 Métricas de audiencia y dinámica

Desde su creación el невідомо, el proyecto ha mostrado un crecimiento acelerado, reuniendo a 13 674 suscriptores.

Según los últimos datos del 09 junio, 2026, el canal mantiene una actividad estable. En los últimos 30 días la variación de miembros fue de 155, 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 8.03%. Durante las primeras 24 horas tras publicar, el contenido suele obtener 2.25% de reacciones respecto al total de suscriptores.
Alcance de las publicaciones: Cada publicación recibe en promedio 1 098 visualizaciones. En el primer día suele acumular 308 visualizaciones.
Reacciones e interacción: La audiencia responde de forma activa: el promedio de reacciones por publicación es 5.
Intereses temáticos: El contenido se centra en temas clave como panda, learning, row, api, ethic.

📝 Descripción y política de contenido

El autor describe el recurso como un espacio para expresar opiniones subjetivas:
“Data science and machine learning hub Python, SQL, stats, ML, deep learning, projects, PDFs, roadmaps and AI resources. For beginners, data scientists and ML engineers 👉 https://rebrand.ly/bigdatachannels DMCA: @disclosure_bds Contact: @mldatasci...”

Gracias a la alta frecuencia de actualizaciones (últimos datos recibidos el 10 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.

13 674

Suscriptores

+524 horas

+197 días

+15530 días

1 098

Visitas de la publicación

~ 30824 horas

~ 45248 horas

8.03%

Tasa de compromiso

~ 1

Mensajes por día

Ads index

beta

Archivo de publicaciones

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15 Essential Tips for Data Visualization

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Understanding Bias and Variance in Machine Learning Bias refers to the error in the model when the model is not able to capture the pattern in the data and what results is an underfit model (High Bias). Variance refers to the error in the model, when the model is too much tailored to the training data and fails to generalise for unseen data which refers to an overfit model (High Variance) There should be a tradeoff between bias and variance. An optimal model should have Low Bias and Low Variance so as to avoid underfitting and overfitting. Techniques like cross validation can be helpful in these cases. Do you enjoy content like this ? Comment to let us know if you learnt something new or revised a concept you knew ! ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group

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Top 8 Highest Paid Companies with Data Analysts AVG Salary

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What are the things you are most afraid of?

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Platforms for data Analytics Interview Preparation

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HDFS (Hadoop Distributed File System) is the primary storage system used by Hadoop applications. This open source framework works by rapidly transferring data between nodes. It's often used by companies who need to handle and store big data.

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Repost from Cool GitHub repositories

weijie-chen/Linear-Algebra-With-Python Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative skillsets. Suitable for statistician/econometrician, quantitative analysts, data scientists and etc. Creator: Weijie Chen Stars ⭐️: 1.9k Forked By: 456 https://github.com/weijie-chen/Linear-Algebra-With-Python #Linear_Algebra #Python ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @github_repositories_bds for more cool repositories. *This channel belongs to @bigdataspecialist group

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Python Libraries For Data Scientists

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R Programming 2023: Hands on R Programming for Beginners Learn R Programming and R Studio. Data Analytics. Data Science. Data Visualization. Packages: GGPlot2, Dplyr, StringR Rating ⭐️: 4.5 out 5 Students 👨‍🎓 : 5,603 Duration ⏰ : 1hr 53min of on-demand video Created by 👨‍🏫: Prashanth Chidambaram 🔗 Course Link #Data_Science #data_analytics #R ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ 👉Join @bigdataspecialist for more👈

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Most Important Plots in Data Science

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Probability and Statistics cheat sheets for data science By Stanford https://stanford.edu/~shervine/teaching/cme-106/

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Best Free Certified Machine Learning Courses

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Made-With-ML Learn how to design, develop, deploy and iterate on production-grade ML applications. Creator: Goku Mohandas Stars ⭐️: 34.8k Forked By: 5.6k https://github.com/GokuMohandas/Made-With-ML #ml #machinelarning #datascience ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more cool repositories. *This channel belongs to @bigdataspecialist group

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SQL Essentials for Data Analysts

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pandas Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more Creator: pandas-dev Stars ⭐️: 40.8k Forked By: 17.1k https://github.com/pandas-dev/pandas #pandas #datascience ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more cool repositories. *This channel belongs to @bigdataspecialist group

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8 Business Analytics Project Ideas for Your Resume

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Data Pre-Processing for Data Analytics and Data Science Pre-Processing for Data Analytics and Data Science Rating ⭐️: 4.5 out 5 Students 👨‍🎓 : 1,686 Duration ⏰ : 1hr 59min on-demand video Created by 👨‍🏫: Elearning Moocs 🔗 Course Link #Data_Science #data_analytics ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ 👉Join @bigdataspecialist for more👈

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How to Become a Power BI expert in 2024

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superset Apache Superset is a Data Visualization and Data Exploration Platform Creator: The Apache Stars ⭐️: 56.1k Forked By: 12.1k https://github.com/apache/superset #data #visualization #datascience ➖➖➖➖➖➖➖➖➖➖➖➖➖➖ Join @datascience_bds for more cool repositories. *This channel belongs to @bigdataspecialist group

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Data Analyst Roadmap for 2024