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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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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 9 380 in the Technologies & Applications category and 31 607 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 10 June, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 143 over the last 30 days and by 2 over the last 24 hours, overall reach remains high.

  • Verification status: Not verified
  • Engagement rate (ER): The average audience engagement rate is 8.09%. Within the first 24 hours after publication, content typically collects 2.22% reactions from the total number of subscribers.
  • Post reach: On average, each post receives 1 106 views. Within the first day, a publication typically gains 304 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 11 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
+224 hours
+217 days
+14330 days
Posts Archive
The Analyst Brain Essential Skills for Data Analysts
The Analyst Brain Essential Skills for Data Analysts

21 most important Equations in Data Science
21 most important Equations in Data Science

PySpark Cheat Sheet A quick reference guide to the most commonly used patterns and functions in PySpark SQL. Creator: kevinschaich Stars ⭐️: 273 Forked By: 95 https://github.com/kevinschaich/pyspark-cheatsheet 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

Powerbi vs Tableau
Powerbi vs Tableau

Introduction to Data Science for Complete Beginners Most Frequent Questions about Data Science are answered in this course Rating ⭐️: 4.5 out 5 Students πŸ‘¨β€πŸŽ“ : 20,754 Duration ⏰ : 1hr 59min on-demand video Created by πŸ‘¨β€πŸ«: Fahad Masood Reda πŸ”— Course Link #data_science βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– πŸ‘‰Join @datascience_bds for moreπŸ‘ˆ

Data Analyst vs Data Engineer AVG Salary
Data Analyst vs Data Engineer AVG Salary

Data Scientists Salaries By State
Data Scientists Salaries By State

Best Resources For Data Scientists
Best Resources For Data Scientists

Free Statistics Courses Statistics For Applications (Fall 2016) πŸ†“ Free Online Course 🎬 video lessons πŸ“„ Notes πŸƒβ€β™‚οΈ Self paced Duration ⏰: more than 2 hours worth of material Source: MIT πŸ”— Course Link Statistics with MATLAB πŸ†“ Free Online Course Rating⭐️: 4.8 out 5 Students πŸ‘¨β€πŸŽ“ : 7,424 Duration ⏰ : 4hr 59min of on-demand video Teacher πŸ‘¨β€πŸ«: Prof. Dr. Academic Educator πŸ”— Course Link Statistics - A Full University Course on Data Science Basics πŸ†“ Free Online Course 🎬 video lesson πŸƒβ€β™‚οΈ Self paced Duration ⏰: more than 8 hours worth of material Source: FreeCodeCamp πŸ”— Course Link Statistics and data literacy for non-statisticians πŸ†“ Free Online Course Rating⭐️: 4.6 out 5 Students πŸ‘¨β€πŸŽ“ : 25,589 Duration ⏰ : 1hr 36min of on-demand video Teacher πŸ‘¨β€πŸ«: Mike X Cohen πŸ”— Course Link Statistics πŸ†“ Free Online Course 🎬 video lessons πŸƒβ€β™‚οΈ Self paced Duration ⏰: More than 4 hours worth of material Source: freevideolectures πŸ”— Course Link Math for Middle Schoolers: Statistics πŸ†“ Free Online Course Rating⭐️: 4.6 out 5 Students πŸ‘¨β€πŸŽ“ : 6,535 Duration ⏰ : 42min of on-demand video Teacher πŸ‘¨β€πŸ«: Abinaya Anbuchelvan πŸ”— Course Link NPTEL IIT Statistics Courses NOC:Engineering Statistics, IIT Bombay NOC:Applied Statistics and Econometrics, IIT Kanpur NOC:Descriptive Statistics with R Software, IIT Kanpur NOC:Business Statistics, IIT Roorkee NOC:Introduction to Probability Theory and Statistics, IIT Delhi Probability and Statistics, IIT Kharagpur NOC:Probability and Statistics, IIT Kharagpur NOC:Introduction to probability and Statistics, IIT Madras Statistics and Probability Full Course || Statistics For Data Science πŸ†“ Free Online Course 🎬 Video lesson Duration ⏰ :10-11 hrs of on-demand video πŸƒβ€β™‚οΈ Self paced Source: YouTube πŸ”— Course Link Books Introduction to Statistics and Data Analysis Introductory Statistics Probability and Statistics: The Science of Uncertainty #Statistics #probability #statistics_and_probability βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– πŸ‘‰Join @bigdataspecialist for moreπŸ‘ˆ

AI-Expert-Roadmap Below you find a set of charts demonstrating the paths that you can take and the technologies that you would want to adopt in order to become a data scientist, machine learning or an AI expert. We made these charts for our new employees to make them AI Experts but we wanted to share them here to help the community. Creator: AMAI GmbH Stars ⭐️: 26.7k Forked By: 2.3k https://github.com/AMAI-GmbH/AI-Expert-Roadmap 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

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Introduction to R Master the basics of data analysis in R, including vectors, lists, and data frames, and practice R with real data sets. ⏰ Free Online Course ⏰ 9 Module ⏰ Duration  : 4 hours πŸƒβ€β™‚οΈ Self paced        Offered by: datacamp πŸ”— Course Link #R #data_science βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– πŸ‘‰Join @datascience_bds for moreπŸ‘ˆ

Data Science
Data Science

Do you enjoy reading this channel? Perhaps you have thought about placing ads on it? To do this, follow three simple steps: 1) Sign up: https://telega.io/c/datascience_bds 2) Top up the balance in a convenient way 3) Create an advertising post If the topic of your post fits our channel, we will publish it with pleasure.

Data Visualization by FreeCodeCamp Data is all around us, but it doesn't mean much without shape or context. In the Data Visualization Certification, you'll build charts, graphs, and maps to present different types of data with the D3.js library. You'll also learn about JSON (JavaScript Object Notation), and how to work with data online using an API (Application Programming Interface). Major Topics: βœ… Data Visualization with D3 βœ… JSON APIs and Ajax βœ… Data Visualization Projects βœ… Certification available Course Link #Data #data_visulization #json βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– πŸ‘‰Join @bigdataspecialist for moreπŸ‘ˆ

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Data science roadmap according to OnlineManipal team.
Data science roadmap according to OnlineManipal team.

According to this poll which has votes from 871 people by now, most of you are interested in data science. Since we created o
According to this poll which has votes from 871 people by now, most of you are interested in data science. Since we created our @datascience_bds channel I am not posting much data science here. But it's truth that even that channel is a little bit neglected by me recently (due to many obligations I have). To make it up for you I created this data science skills post today. I hope you like it. I am also sending this ⏰ 6 hours long data science course by freecodecamp https://www.youtube.com/watch?v=ua-CiDNNj30 I hope you will like it. Sincerely Yours @bigdataspecialist

ChatGPT_for_Data_Science_Interview_Cheatsheet.pdf0.99 KB

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