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Data science/ML/AI

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 πŸ‘‰ https://rebrand.ly/bigdatachannels DMCA: @disclosure_bds Contact: @mldatascientist

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Programming, data science, ML - free courses by Big Data SpecialistNetwork:Programming, data science, ML - free courses by Big Data SpecialistIndia31 635Technologies & Applications9 377

πŸ“ˆ Analytical overview of Telegram channel Data science/ML/AI

Channel Data science/ML/AI (@datascience_bds) in the English language segment is an active participant. Currently, the community unites 13 674 subscribers, ranking 9 377 in the Technologies & Applications category and 31 635 in the India region.

πŸ“Š Audience metrics and dynamics

Since its creation on Π½Π΅Π²Ρ–Π΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 13 674 subscribers.

According to the latest data from 09 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 155 over the last 30 days and by 5 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 8.03%. Within the first 24 hours after publication, content typically collects 2.25% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 1 098 views. Within the first day, a publication typically gains 308 views.
  • Reactions and interaction: The audience actively supports content: the average number of reactions per post is 5.
  • Thematic interests: Content is focused on key topics such as panda, learning, row, api, ethic.

πŸ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
β€œData science and machine learning hub Python, SQL, stats, ML, deep learning, projects, PDFs, roadmaps and AI resources. For beginners, data scientists and ML engineers πŸ‘‰ https://rebrand.ly/bigdatachannels DMCA: @disclosure_bds Contact: @mldatasci...”

Thanks to the high frequency of updates (latest data received on 10 June, 2026), the channel maintains relevance and a high level of publication reach. Analytics show that the audience actively interacts with content, making it an important point of influence in the Technologies & Applications category.

13 674
Subscribers
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+15530 days
Posts Archive
Data science/ML/AI
Data science/ML/AI
13 674
15 Essential Tips for Data Visualization
15 Essential Tips for Data Visualization

Data science/ML/AI
Data science/ML/AI
13 674
Understanding Bias and Variance in Machine Learning Bias refers to the error in the model when the model is not able to captu
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 ! βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group

Data science/ML/AI
Data science/ML/AI
13 674
Top 8 Highest Paid Companies with Data Analysts AVG Salary
Top 8 Highest Paid Companies with Data Analysts AVG Salary

Data science/ML/AI
Data science/ML/AI
13 674
What are the things you are most afraid of?
What are the things you are most afraid of?

Data science/ML/AI
Data science/ML/AI
13 674
Platforms for data Analytics Interview Preparation
Platforms for data Analytics Interview Preparation

Data science/ML/AI
Data science/ML/AI
13 674
HDFS (Hadoop Distributed File System) is the primary storage system used by Hadoop applications. This open source framework w
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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.

Data science/ML/AI
Data science/ML/AI
13 674
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 βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– Join @github_repositories_bds for more cool repositories. *This channel belongs to @bigdataspecialist group

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Data science/ML/AI
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Python Libraries For Data Scientists
Python Libraries For Data Scientists

Data science/ML/AI
Data science/ML/AI
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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 πŸ‘¨β€πŸŽ“ : 5,603 Duration ⏰ : 1hr 53min of on-demand video Created by πŸ‘¨β€πŸ«: Prashanth Chidambaram πŸ”— Course Link #Data_Science #data_analytics #R βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– πŸ‘‰Join @bigdataspecialist for moreπŸ‘ˆ

Data science/ML/AI
Data science/ML/AI
13 674
Most Important Plots in Data Science
Most Important Plots in Data Science

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

Data science/ML/AI
Data science/ML/AI
13 674
Best Free Certified Machine Learning Courses
Best Free Certified Machine Learning Courses

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Data science/ML/AI
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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 βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– Join @datascience_bds for more cool repositories. *This channel belongs to @bigdataspecialist group

Data science/ML/AI
Data science/ML/AI
13 674
SQL Essentials for Data Analysts
SQL Essentials for Data Analysts

Data science/ML/AI
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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 βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– Join @datascience_bds for more cool repositories. *This channel belongs to @bigdataspecialist group

Data science/ML/AI
Data science/ML/AI
13 674
8 Business Analytics Project Ideas for Your Resume
8 Business Analytics Project Ideas for Your Resume

Data science/ML/AI
Data science/ML/AI
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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 πŸ‘¨β€πŸŽ“ : 1,686 Duration ⏰ : 1hr 59min on-demand video Created by πŸ‘¨β€πŸ«: Elearning Moocs πŸ”— Course Link #Data_Science #data_analytics βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– πŸ‘‰Join @bigdataspecialist for moreπŸ‘ˆ

Data science/ML/AI
Data science/ML/AI
13 674
How to Become a Power BI expert in 2024
How to Become a Power BI expert in 2024

Data science/ML/AI
Data science/ML/AI
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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 βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– Join @datascience_bds for more cool repositories. *This channel belongs to @bigdataspecialist group

Data science/ML/AI
Data science/ML/AI
13 674
Data Analyst Roadmap for 2024
Data Analyst Roadmap for 2024