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 π https://rebrand.ly/bigdatachannels DMCA: @disclosure_bds Contact: @mldatascientist
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Network:π 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 13 906 subscribers, ranking 8 914 in the Technologies & Applications category and 28 863 in the India region.
π Audience metrics and dynamics
Since its creation on Π½Π΅Π²ΡΠ΄ΠΎΠΌΠΎ, the project has demonstrated rapid growth, gathering an audience of 13 906 subscribers.
According to the latest data from 29 August, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 86 over the last 30 days and by 0 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 7.48%. Within the first 24 hours after publication, content typically collects 2.04% reactions from the total number of subscribers.
- Post reach: On average, each post receives 1 039 views. Within the first day, a publication typically gains 284 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.
π Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
βData science and machine learning hub
Python, SQL, stats, ML, deep learning, projects, PDFs, roadmaps and AI resources.
For beginners, data scientists and ML engineers
π https://rebrand.ly/bigdatachannels
DMCA: @disclosure_bds
Contact: @mldatasci...β
Thanks to the high frequency of updates (latest data received on 30 August, 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.
13 906
Subscribers
No data24 hours
-57 days
+8630 days
Posts Archive
13 906
The journey of Data Scientist
13 906
βοΈ 15 Best Machine Learning Cheat Sheet βοΈ
1- Supervised Learning
https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-supervised-learning.pdf
2- Unsupervised Learning
https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-unsupervised-learning.pdf
3- Deep Learning
https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-deep-learning.pdf
4- Machine Learning Tips and Tricks
https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/cheatsheet-machine-learning-tips-and-tricks.pdf
5- Probabilities and Statistics
https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/refresher-probabilities-statistics.pdf
6- Comprehensive Stanford Master Cheat Sheet
https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/super-cheatsheet-machine-learning.pdf
7- Linear Algebra and Calculus
https://github.com/afshinea/stanford-cs-229-machine-learning/blob/master/en/refresher-algebra-calculus.pdf
8- Data Science Cheat Sheet
https://s3.amazonaws.com/assets.datacamp.com/blog_assets/PythonForDataScience.pdf
9- Keras Cheat Sheet
https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Keras_Cheat_Sheet_Python.pdf
10- Deep Learning with Keras Cheat Sheet
https://github.com/rstudio/cheatsheets/raw/master/keras.pdf
11- Visual Guide to Neural Network Infrastructures
http://www.asimovinstitute.org/wp-content/uploads/2016/09/neuralnetworks.png
12- Skicit-Learn Python Cheat Sheet
https://s3.amazonaws.com/assets.datacamp.com/blog_assets/Scikit_Learn_Cheat_Sheet_Python.pdf
13- Scikit-learn Cheat Sheet: Choosing the Right Estimator
https://scikit-learn.org/stable/tutorial/machine_learning_map/
14- Tensorflow Cheat Sheet
https://github.com/kailashahirwar/cheatsheets-ai/blob/master/PDFs/Tensorflow.pdf
15- Machine Learning Test Cheat Sheet
https://www.cheatography.com/lulu-0012/cheat-sheets/test-ml/pdf/
#machine_learning #deep_learning #scikit-learn #keras
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Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group
13 906
Ready to break into tech? Learn how to get a high-paying job as a Software Tester or Manual QA!π
The demand by tech companies for Manual QA keeps increasing. Many of you might still be wondering, "QAβ?
β
QA stands for Quality Assurance. Software QA Engineers (or Software Testers) make sure websites and mobile apps work as expected. They search for errors and bugs and report them to the development team. All tech companies require QA Engineers to prevent issues and guarantee high-standard outcomes.
Manual QA is a straightforward task!
π No experience required
π High salaries & demand
π No need to learn coding or programming!
π Weβll teach you all you need to know to get, do and keep the job of Software Engineer.
π Follow the link to get:
β
2 hours of career insights
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Practice a real-life test case of a QA engineer
β
Special offer
See you April 27th at our webinar!
13 906
PANDAS FOR DATA SCIENCE
In this learning path, youβll get started with pandas and get to know the ins and outs of how you can use it to analyze data with Python.
Pandas is a game-changer for data science and analytics, particularly if you came to Python because you were searching for something more powerful than Excel and VBA. It uses fast, flexible, and expressive data structures designed to make working with relational or labeled data both easy and intuitive.
Click Here
13 906
Machine Learning
13 906
WHAT'S ON YOUR MIND? I'M CURIOUS.π
Hey π there!
I see that you have been enjoying the resources shared here so far.
In a bid to serve you better βΊοΈ I'm really interested in how best the resources here suit you?
Are there resources you have been unable to find hereπ or resources you wish you could get access to?π
Kindly leave your thoughts here. If you have been enjoying it so far.
I'm glad πto know this and I wish you well in your learning journey.
13 906
Reading Minds with AI: Researchers Translate Brain Waves to Images
This article discusses a new AI technology developed by researchers that is capable of translating brain waves into images. The technology utilizes machine learning algorithms to analyze the patterns in brain waves produced when a person is shown visual stimuli and convert them into digital images.
This breakthrough could potentially help individuals who have difficulty communicating, such as those with paralysis, to express their thoughts and feelings through images.
An Interesting Article π
13 906
Stanford Seminar on Machine Learning Explainability
Hey there βΊοΈ. Are you interested in the Explainability of ML and everything going on around it from the basics to the latest research in it?
Here's a cool π video from Stanford
Video Link
#stanford #ml
13 906
Data Science Interview Resource
Looking to ace that Data Science Interview?
This resource got you covered π
It covers a wide range of topics from machine learning and deep learning to probability and statistics , python and SQL .
Link
Happy Learning π
#deep_learning #machine_learning #Data_Science #interview
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Join @datascience_bds for more cool data science materials.
*This channel belongs to @bigdataspecialist group
13 906
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.
13 906
As i promised, here is a list of famous Indian companies that hire data scientists and data engineers:
Flipkart
Ola
Swiggy
Zomato
InMobi
Myntra
Practo
Razorpay
Dream11
PhonePe
Byju's
Hike
Reliance Jio
Paytm
PolicyBazaar
Cure.fit
Udaan
Freshworks
Cred
BigBasket
@datascience_bds
13 906
Companies That Hire Data Scientists
Amazon
Facebook
Google
Microsoft
Netflix
Airbnb
Uber
LinkedIn
Twitter
PayPal
Booking.com
Airbnb
Salesforce
IBM
Accenture
McKinsey & Company
BCG
EY
Deloitte
PwC
Companies that hire Data Engineers:
Amazon Web Services (AWS)
Google Cloud Platform (GCP)
Microsoft Azure
IBM Cloud
Facebook
Netflix
Uber
Airbnb
LinkedIn
Twitter
PayPal
Salesforce
Oracle
Cisco
Intel
Hewlett Packard Enterprise (HPE)
Accenture
McKinsey & Company
BCG
EY
Please note that this list is not exhaustive and there may be many more companies that hire those 2 positions.
Tomorrow we are sharing list of Indian companies, both at your request π
@datascience_bds
