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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
Introduction to Python Programming (for Data Analytics) Learn the fundamentals of the python programming language for data analytics. Practice and solution resources included. Rating ⭐️: 4.3 out 5 Students πŸ‘¨β€πŸŽ“ : 10,887 Duration ⏰ : 1hr 48min of on-demand video Created by πŸ‘¨β€πŸ«: Valentine Mwangi πŸ”— Course Link #data_analytics #data #python #programming βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– πŸ‘‰Join @datascience_bds for moreπŸ‘ˆ

Data Science Salary Trends in IT Sector
Data Science Salary Trends in IT Sector

machine_learning_complete A comprehensive machine learning repository containing 30+ notebooks on different concepts, algorithms and techniques. Creator: Jean de Dieu Nyandwi Stars ⭐️: 4.3k Forked By: 695 https://github.com/Nyandwi/machine_learning_complete #machine #learning 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

Bias-Variance Tradeoff Explained
Bias-Variance Tradeoff Explained

Principles of Data Science by Sinan

Effective values for Handling Missing Values in Data Science
Effective values for Handling Missing Values in Data Science

Intro to Data for Data Science Learn the basics of data and how data are used in data science. Rating ⭐️: 4.4 out 5 Students πŸ‘¨β€πŸŽ“ : 14,652 Duration ⏰ : 1hr 1min of on-demand video Created by πŸ‘¨β€πŸ«: Matthew Renze πŸ”— Course Link #data_science #data βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– πŸ‘‰Join @datascience_bds for moreπŸ‘ˆ

Evolution of Data Science in One Picture πŸ˜‚
Evolution of Data Science in One Picture πŸ˜‚

awesome-machine-learning A curated list of awesome Machine Learning frameworks, libraries and software Creator: Joseph Misiti Stars ⭐️: 60.9k Forked By: 14.3k https://github.com/josephmisiti/awesome-machine-learning #machine #learning 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

Lasso Regression
Lasso Regression

A Hands-On Introduction to Data Science by CHIRAG SHAH

Ridge Regression
Ridge Regression

Introduction To Data Science Your First Step Into The Data Science Journey Rating ⭐️: 4.0 out 5 Students πŸ‘¨β€πŸŽ“ : 6,466 Duration ⏰ : 55min of on-demand video Created by πŸ‘¨β€πŸ«: Intro School 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

Steps to become a successful data scientist
Steps to become a successful data scientist

deep-learning-drizzle Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!! Creator: kmario23 Stars ⭐️: 11.4k Forked By: 2.9k https://github.com/kmario23/deep-learning-drizzle #deep #learning 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

Free Data Science Courses Introduction to Computational Thinking and Data Science (Fall 2016) πŸ†“ Free Online Course 🎬 video lessons πŸƒβ€β™‚οΈ Self paced Duration ⏰: 12 hours worth of material Source: MIT πŸ”— Course Link FreeCodeCamp Data Science Courses Intro to Data Science - Crash Course for Beginners Data Science Hands-On Crash Course Python for Data Science - Course for Beginners (Learn Python, Pandas, NumPy, Matplotlib) Statistics - A Full University Course on Data Science Basics Build 12 Data Science Apps with Python and Streamlit - Full Course NOC:Python for Data Science, IIT Madras 🎬 video lessons ⏰ 4 Modules Taught by: Prof. Ragunathan Rengasamy Source: NPTEL πŸ”— Course Link Data Science Foundations πŸ†“ Free Online Course 🎬 video lessons πŸƒβ€β™‚οΈ Self paced Duration ⏰: 2 hours of material Source: Great Learning πŸ”— Course Link Introduction to Data Science πŸ†“ Free Online Course 🎬 video lesson πŸƒβ€β™‚οΈ Self paced Duration ⏰: 7 hours worth of material Source: simplilearn πŸ”— Course Link Understand data science for machine learning πŸ†“ Free Online Course βŒ›οΈ Modules: 9 πŸƒβ€β™‚οΈ Self paced Duration ⏰: 7-8 hours worth of material Source: Microsoft πŸ”— Course Link SQL for Data Science πŸ†“ Free Online Course 🎬 video lesson πŸƒβ€β™‚οΈ Self paced Duration ⏰: 9 hours worth of material` Source: FUN WITH DATA SCIENCE πŸ”— Course Link Stanford Seminar - Secure Data Science on the Internet of Things πŸ†“ Free Online Course 🎬 video lesson πŸƒβ€β™‚οΈ Self paced Duration ⏰: Less than 1 hour worth of material Source: Stanford πŸ”— Course Link Books Applied data science Data Science at The Command Line Data Science and Machine Learning #data_science #machinelearning βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž–βž– πŸ‘‰Join @bigdataspecialist for moreπŸ‘ˆ

Forward Proxy vs. Reverse Proxy
Forward Proxy vs. Reverse Proxy

Deep Learning An MIT Press book by Ian Goodfellow and Yoshua Bengio and Aaron Courville Read Online Join @datascience_bds for more.

Become a Data Scientist in 50 days
Become a Data Scientist in 50 days

Data Science Level 1: Foundation - Want to keep up with the buzz words, this course is for you. No coding is taught here Rating ⭐️: 4.5 out 5 Students πŸ‘¨β€πŸŽ“ : 7,884 Duration ⏰ : 31min of on-demand video Created by πŸ‘¨β€πŸ«: Akaaro Consulting and Training 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