Machine Learning with Python
Open in Telegram
Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho
Show more
Network:📈 Analytical overview of Telegram channel Machine Learning with Python
Channel Machine Learning with Python (@codeprogrammer) in the English language segment is an active participant. Currently, the community unites 68 566 subscribers, ranking 2 405 in the Education category and 4 691 in the India region.
📊 Audience metrics and dynamics
Since its creation on невідомо, the project has demonstrated rapid growth, gathering an audience of 68 566 subscribers.
According to the latest data from 26 October, 2026, the channel demonstrates stable activity. Although there has been a change in the number of participants by 211 over the last 30 days and by -16 over the last 24 hours, overall reach remains high.
- Verification status: Not verified
- Engagement rate (ER): The average audience engagement rate is 3.52%. Within the first 24 hours after publication, content typically collects 1.51% reactions from the total number of subscribers.
- Post reach: On average, each post receives 2 414 views. Within the first day, a publication typically gains 1 035 views.
- Reactions and interaction: The audience actively supports content: the average number of reactions per post is 6.
- Thematic interests: Content is focused on key topics such as insidead, learning, degree, evaluation, algorithm.
📝 Description and content policy
The author describes the resource as a platform for expressing subjective opinions:
“Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers.
Admin: @HusseinSheikho || @Hussein_Sheikho”
Thanks to the high frequency of updates (latest data received on 27 October, 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 Education category.
68 566
Subscribers
-1624 hours
-507 days
+21130 days
Posts Archive
Repost from Udemy Free
Generative AI Bootcamp 2026
Learn Generative AI, understand Large Language Models, and apply AI in real-world scenarios.
💡 Why this is useful: Master Generative AI and Large Language Models
👤 Best for: Understanding and applying Generative AI and Large Language Models
✅ After this course: Build a strong foundation in Generative AI and apply it in real-world scenarios
🏷 Category: Development
🌍 Language: English
👥 Students: 203 students
⭐️ Rating: 4.3/5.0
🏃♂️ Enrollments Left: 31
💰 Price: FREE
🆔 Coupon:
•••••••••• (tap below to reveal)
🔓 Tap "Get Coupon" below — the code unlocks inside the app after a short rewarded ad.
💎 By: https://t.me/Udemy26
#Programming #Coding #Development #Tech #FreeCourse #UdemyRepost from Machine Learning with Python
🚨 SURPRISE ALERT! 🚨
Stop paying full price on Udemy. Seriously. 💸
I built a bot that hunts down 100% FREE Udemy coupons 24/7 — while you sleep, eat, or scroll. 🎯
Here's the magic:
📚 Mini App catalog — every active free coupon in one place
🔔 Auto-push — new courses land straight in your chat
📢 Live channel — never miss a deal
Why it matters?
Most people pay $200+ for courses you can grab for $0 — if you know where to look. Now you have a bot that does the looking for you. ⚡
🎓 Try it now: https://t.me/UdemySybot?start=ref_channel
Your future self (and your wallet) will thank you. 💜
You don’t need a massive audience to start earning.
Even a 100+ subscriber Telegram channel can become a real income source when you monetize it the right way.
I just made my first $98 — simply by putting my channel to work with Ads Galaxy.
If you’re still posting for free, you could be leaving money on the table.
Monetize your Telegram channel with Ads Galaxy and start earning from the audience you already have.
Got a Telegram channel with 2,000+ subscribers?
Then it’s time to stop posting for free.
With Ads Galaxy, you can monetize your Telegram channel and start earning from the audience you already have.
Your first $500 could be closer than you think.
Monetize now!
+3
Matrix Calculus for Machine Learning and Beyond! — a free ebook from MIT.
This is the 2025 MIT textbook by Alan Edelman, Steven G. Johnson, and Paige Bright.
The book directly connects matrix calculus to modern machine learning.
Inside:
* Derivatives of matrices and vectors
* Jacobian and Hessian
* Matrix decompositions
* Optimization
* Differentiation in reverse mode
* Backpropagation of error
* Automatic differentiation
* Derivatives through ODEs
* Problems focused on machine learning
This is a comprehensive mathematical bridge between linear algebra, calculus, optimization, backpropagation, and machine learning.
Free ebook:
https://geni.us/Matrix-Calculus-Book
Repost from Udemy Free
Certified Machine Learning Algorithms Deep Dive
ML Mastery: Deep Dive into Regression, SVM, Random Forests, and Clustering for Advanced Data Science Certification.
🏷 Category: IT & Software
🌍 Language: English
👥 Students: 430 students
⭐️ Rating: 0/5.0
💰 Price: $34.99 ⟹ FREE
🆔 Coupon:
•••••••••• (tap below to reveal)
🔓 Tap "Get Coupon" below — the code unlocks inside the app after a short rewarded ad.
💎 By: https://t.me/Udemy26
#MachineLearning #AI #DeepLearning #FreeCourse #Udemy #OnlineLearningYou don’t need a massive audience to start earning.
Even a 100+ subscriber Telegram channel can become a real income source when you monetize it the right way.
I just made my first $98 — simply by putting my channel to work with Ads Galaxy.
If you’re still posting for free, you could be leaving money on the table.
Monetize your Telegram channel with Ads Galaxy and start earning from the audience you already have.
🍊 Start Investing. Put Your Money to Work
Don’t miss out of orange 🍊 Discover ORANGE DAO FINANCE Investment Platform.
Put your funds to work through our Telegram investment platform and Watch your Funds Grow daily click to start your investment journey🍊🍊
Repost from Udemy Free
Complete Python Bootcamp with AI : From Beginner to Master
Complete Python: From Beginner to Master ( 100000+ Students )
🏷 Category: IT & Software
🌍 Language: English
👥 Students: 110 students
⭐️ Rating: 4.4/5.0
💰 Price: $19.99 ⟹ FREE
🆔 Coupon:
•••••••••• (tap below to reveal)
🔓 Tap "Get Coupon" below — the code unlocks inside the app after a short rewarded ad.
💎 By: https://t.me/Udemy26
#Python #DataScience #Automation #FreeCourse #Udemy #OnlineLearningRepost from Data Analytics
From machine learning and data visualization to time series and financial data.
This repository contains 920 open-source Python projects, categorized into 34 groups.
It's a great collection if you want to quickly find reliable libraries and tools for machine learning, data analysis, and related tasks, rather than searching everything manually on GitHub.
https://github.com/lukasmasuch/best-of-ml-python
🚀 Welcome to AdsGalaxy
Your channel has been added and is now under review.
💰 Monetize your Telegram:
• Channels (Public & Private)
• Bots
• Mini Apps
📢 Reach thousands of Telegram users by advertising your products across the AdsGalaxy network.
Start monetizing:
https://t.me/Ads_Galaxy_bot?start=REF770190998629F
🔥 GPT INPUT FROM JUST US$0.03 / 1M TOKENS!
⚡️ Top up US$20 in a single payment to unlock the 1.5% GPT official rate:
- gpt-5.6-terra: US$0.03 input｜US$0.18 output
- gpt-5.6-sol / gpt-5.5: US$0.075 input｜US$0.45 output
All prices are per 1 million tokens.
🔑 One API key for GPT, Claude, Grok, Gemini, DeepSeek, and more.
🎁 Sign up and get US$0.25 in free trial credit.
Claim your credit and start testing now 👇
https://modelflare.dev/
🧲 Your agent writes the tool. You keep the terminal closed.
You know the shape of the script before you open the editor. The hour goes to argparse, a retry wrapper, a rate limiter you have written eleven times already.
Create your own AI agent inside Telegram in about a minute, and create small tools with it right in the chat.
▫️ describe a tool in a sentence and it writes, runs and returns the working script
▫️ ships a mini-app inside Telegram — a form, a converter, a dashboard, no deploy and no hosting
▫️ drop in a traceback or a repo link and get the fix, not a lecture
▫️ swap the model per task with one command, so cheap work runs cheap
▫️ remembers your stack, your conventions and your project for months
Setup takes a minute: open the link, start the free trial, name your agent.
30 days free, no card needed.
🧲 Create your agent
🚨 Cambridge has just released a real bombshell this time.
📚 A whole collection of classic textbooks on AI and machine learning is now available for free in PDF format.
If you want to really understand machine learning and don't want to waste money on overpriced courses, these ten books will be enough to build a very solid foundation.
From simple to complex.
1️⃣ Understanding Machine Learning
One of the best books for beginners. It covers the basic theoretical algorithms of machine learning.
🔗 https://cs.huji.ac.il/~shais/UnderstandingMachineLearning/understanding-machine-learning-theory-algorithms.pdf
2️⃣ Mathematical Foundations of Machine Learning
If you're not very confident in your math skills, I would start here.
🔗 https://mml-book.github.io/book/mml-book.pdf
3️⃣ Mathematical Analysis of Machine Learning Algorithms
A more in-depth look at the mathematical principles of machine learning algorithms.
🔗 https://tongzhang-ml.org/lt-book/lt-book.pdf
4️⃣ Theoretical Principles of Deep Learning
The theoretical foundations of deep learning and an understanding of why it all works.
🔗 https://arxiv.org/pdf/2106.10165
5️⃣ Neural Networks and Learning Machines
A systematic analysis of neural networks and the principles of their training.
🔗 https://arxiv.org/pdf/1901.05639
6️⃣ Graph Deep Learning
A good starting point for those who want to understand graph neural networks.
🔗 https://yaoma24.github.io/dlg_book/dlg_book.pdf
7️⃣ Machine Learning: A Probabilistic Perspective
It allows you to look at machine learning from a probabilistic and algorithmic perspective.
🔗 https://people.csail.mit.edu/moitra/docs/bookexv2.pdf
8️⃣ Probability Theory: Theory and Examples
Fundamental theory of probability. Very useful if you want to understand machine learning beyond the level of using ready-made libraries.
🔗 https://sites.math.duke.edu/~rtd/PTE/PTE5_011119.pdf
9️⃣ Fundamentals of Applied Probability
More focus on the practical application of probability theory.
🔗 https://sites.math.duke.edu/~rtd/EP4A/EP4A_April2021.pdf
🔟 Advanced Data Analysis
An advanced level for those who want to seriously improve their data analysis skills.
🔗 https://stat.cmu.edu/~cshalizi/ADAfaEPoV/ADAfaEPoV.pdf
#AI #MachineLearning #FreeBooks #DataScience #DeepLearning #Tech
✨ Join Best TG Channels https://t.me/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
🧑🎓 Need help turning your academic or technical idea into a real project?
Whether you're a university student, graduate researcher, or working on your final-year project, ResearchHub AI can help you move forward with expert guidance and practical technical support.
🔬 Get support with:
• Thesis & Dissertation Projects
• Research Design & Methodology
• Data Analysis, Statistics & SPSS
• Machine Learning & Artificial Intelligence
• Python, Computer Vision & Software Development
• Graduation & Final-Year Projects
• MATLAB, ANSYS, CFD & Engineering Simulations
• Academic Writing, Editing & Publication Support
• Research Consultation & Project Planning
• Professional Websites, Dashboards, APIs & Custom Software
💡 Have an idea but don't know where to start?
Tell the team what you want to achieve and turn your idea into a clear, actionable project plan.
🚀 From the first research question to data analysis, AI models, programming, simulations, and technical implementation — get focused support for serious academic and technical work.
🌐 ResearchHub AI — Start Your Project
#Research #Students #Thesis #GraduationProject #ArtificialIntelligence #ProgrammingConcepts
The best programming and artificial intelligence channels on Telegram:
https://t.me/addlist/8_rRW2scgfRhOTc0
Bot to get the latest free courses:
https://t.me/UdemySybot?start=ref_channel
For assistance and research and programming projects:
t.me/Husseinsheikho
200 Free Spins - already yours
TON SLOT
Ton Slot bonus awaits — try your luck! 200 Free Spins + win $5,000 in this week's Giveaway.
Ad. 18+
Repost from Data Analytics
🔖 A comprehensive resource on LLMs in one repository
We found an open-source course covering Transformers, LoRA, RAG, prompts, model editing, and other key topics.
After each chapter, you can immediately access the original sources – the authors have compiled papers and collections from arXiv.
⛓Link to GitHub
https://github.com/ZJU-LLMs/Foundations-of-LLMs
