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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 ๐Ÿ‘‰ 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 607Technologies & Applications9 380

๐Ÿ“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 13 685 subscribers, ranking 9 380 in the Technologies & Applications category and 31 607 in the India region.

๐Ÿ“Š Audience metrics and dynamics

Since its creation on ะฝะตะฒั–ะดะพะผะพ, the project has demonstrated rapid growth, gathering an audience of 13 685 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.

๐Ÿ“ Description and content policy

The author describes the resource as a platform for expressing subjective opinions:
โ€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 ๐Ÿ‘‰ https://rebrand.ly/bigdatachannels DMCA: @disclosure_bds Contact: @mldatasci...โ€

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.

13 685
Subscribers
+224 hours
+217 days
+14330 days
Posts Archive
Data science/ML/AI
Data science/ML/AI
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SQL Window Functions.pdf1.64 KB

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In a regression model, when does the model fit the data relatively well?
Anonymous voting

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๐Ÿ”ฅBest Data Science Hackathon Platforms ๐Ÿ”ฅ 1) MachineHack https://machinehack.com/hackathons 2) Kaggle https://www.kaggle.com/competitions 3) HackerEarth https://www.hackerearth.com/challenges/ 4) DataHack https://datahack.analyticsvidhya.com/ 5) DrivenData https://www.drivendata.org/competitions/ 6) Techgig https://www.techgig.com/challenge โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž– Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group

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Data Science GitHub Repositories freeCodeCamp https://github.com/freeCodeCamp/freeCodeCamp Data Science For Beginners https://github.com/microsoft/Data-Science-For-Beginners The Open Source Data Science Masters https://github.com/datasciencemasters/ Free Data Science Books https://github.com/chaconnewu/free-data-science-books Data Science Curriculum https://github.com/ossu/data-science Awesome Data Science https://github.com/academic/awesome-datascience Data Science All Cheat Sheet https://github.com/yash42828/Data-Science--All-Cheat-Sheet Best of ML with Python https://github.com/ml-tooling/best-of-ml-python Data Science Interview Resources - Interview Questions https://github.com/rbhatia46/Data-Science-Interview-Resources #data_science #ml โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž– Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group

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๐Ÿ”ฅ๐Ÿ”ฅBuild GPT: from scratch, in code, spelled out๐Ÿ”ฅ๐Ÿ”ฅ. If you're a beginner interested in learning about Neural Networks, Andrej Karpathy Youtube-series on  "Neural Networks: Zero to Hero" can introduce you to the basics of Neural Networks and language modeling. Already have this knowledge and want to do an amazing project?๐Ÿ˜ His new course on how to build your own GPT!๐Ÿ˜ฑ from scratch is a must watch. Link: https://youtu.be/kCc8FmEb1nY Interesting not only for beginners, but for pro's as well to recap and grab new details #ai #deeplearning #neuralnetworks #gpt โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž– Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group

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LEETCODE SQL QUESTIONS WITH SOLUTIONS

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DON'T DO THESE DATA SCIENCE MISTAKES
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DON'T DO THESE DATA SCIENCE MISTAKES

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STATISTICS FOR DATA SCIENCE COURSE Complete Statistics for Data Science in 6 hrs by Krish Naik https://youtu.be/LZzq1zSL1bs #data_science #stat โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž– Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group

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๐Ÿ”ฅ Paid Courses Full links๐Ÿš€ ๐Ÿ”ฐComputer Vision Nanodegree๐Ÿ”ฐ https://drive.google.com/folderview?id=1770Z6Rw8tSq2iXjS2X_MoJwUd6EuZxCq ๐Ÿ”ฐComplete Machine Learning and Data Science Zero to Mastery๐Ÿ”ฐ https://drive.google.com/folderview?id=1bFcmRP5EAtksPtjiuV9qpHyNK6sci8WM ๐Ÿ”ฐDeep Learning With TensorFlow Videos๐Ÿ”ฐ https://drive.google.com/folderview?id=1_az7Ue500bdT-R25qGrhitqhaxNILcxG ๐Ÿ”ฐDeep Reinforcement Learning Nanodegree v1.0.0๐Ÿ”ฐ https://drive.google.com/folderview?id=1joMAOhnqM6pTu4xyS01MEpZUUT1g4llq ๐Ÿ”ฐDeep Learning Nanodegree Program๐Ÿ”ฐ https://drive.google.com/folderview?id=1muTggFfCeT41P6dSALVUoPYMAFW639cB ๐Ÿ”ฐNatural Language Processing Nanodegree v1.0.0๐Ÿ”ฐ https://drive.google.com/folderview?id=1cg-msrtVjaxqoMg_LkjJunh999o9lv9U ๐Ÿ”ฐGoogle Data Studio A-Z for Data Visualization and Dashboards๐Ÿ”ฐ https://drive.google.com/folderview?id=11vvsLQCiXgg2BlA3mHIJw7sNS_MS-S3_ #deeplearning #ml #Reinforcement_Learning #computervision โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž– Join @datascience_bds for more cool data science materials. *This channel belongs to @bigdataspecialist group

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Repost from Programming, data science, ML - free courses by Big Data Specialist
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Python Data Science Handbook https://jakevdp.github.io/PythonDataScienceHandbook/

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Free Data Courses Master course of Data Modeling ๐ŸŽฌ 5video lesson Duration โฐ:  1 hour worth of material ๐Ÿƒโ€โ™‚๏ธ Self paced Source: Udemy ๐Ÿ”— CLICK ME Python for Machine Learning with Numpy, Pandas & Matplotlib ๐ŸŽฌ 5video lesson Duration โฐ:  7 hours worth of material ๐Ÿƒโ€โ™‚๏ธ Self paced Source: Udemy ๐Ÿ”— CLICK ME Python For Data Engineering 2023 Edition ๐ŸŽฌ 33 video lesson   Duration โฐ:  9 hours worth of material ๐Ÿƒโ€โ™‚๏ธ Self paced Source:  Udemy ๐Ÿ”— CLICK ME This is free for the first 1000 enrolls. #data_engineering #ml #deeplearning #python โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž–โž– Join @datascience_bds for more cool data science materials. *This channel belongs to* @bigdataspecialist group