68382
Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers. Admin: @HusseinSheikho || @Hussein_Sheikho
The first bot in Telegram that offers free
Udemy coupons
t.me/UdemySybot/Udemy
🚀 Looking for a portfolio-ready NLP project?
I recently published an end-to-end walkthrough on Towards Data Science using Kaggle’s Spooky Author Identification dataset.
You’ll see how far classical NLP can go with:
📝 Bag-of-Words and TF-IDF
🔤 Character n-grams
📊 Model comparison
🧩 Ensemble stacking
It’s a practical project for anyone preparing for an ML/DS role, with no deep learning required. I walk through the entire workflow step by step:
🔗 https://towardsdatascience.com/how-far-can-classical-nlp-go-from-bag-of-words-to-stacking-on-spooky-author-identification/
🎓 Free Courses on Claude and AI From Anthropic
Anthropic has expanded its educational platform, Anthropic Academy. It now offers more than 20 free courses on using Claude and AI-powered tools.
No programming experience is required. There are programs for students, educators, nonprofits, and small businesses. The courses cover how to give models clear instructions, evaluate their responses, and automate everyday tasks.
Developers can also take dedicated courses on the Claude API, Claude Code, Model Context Protocol, Agent Skills, and cloud integrations.
All courses are free, and you don't need a Claude account to enroll. All materials and videos are in English.
📌 Participants receive official certificates after completing many of the programs.
➡️ Find all the courses here.
https://anthropic.com/learn/courses
Planning to take one?
#Anthropic #Claude #AICourses #FreeLearning #TechEducation #AI
✨ Join Best TG Channels /channel/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
🔥 Free IT Cert Resources – Grab Them While They're Hot!
🌈SPOTO just dropped a bunch of 100% free study kits for 2026 – covering #Cisco, #AWS, #PMP, #AI, #Python, #Excel, and #Cybersecurity
💥No signup traps, no hidden fees – just click and download.
📘 FREE Cert E‑Book → https://bit.ly/4wkiLAT
🪜 Online FREE Course → https://bit.ly/4vHFJSz
☁️ FREE AI Materials → https://bit.ly/4wdu7X6
📊 Cloud Study Guide → https://bit.ly/4y0HyeW
🧠 Free Mock Exam → https://bit.ly/4ff8jos
Tag a friend who's also on this journey – Get certified together! 💪
🌐 Join the community: https://chat.whatsapp.com/FmbIbbqm2QhKglVpVTSH4d/
📲 Need personalized help? → https://wa.link/6k7042
Code smarter, not costlier. 🚀
Get powerful AI coding agents, seamless OpenAI-compatible APIs, and more value for every dollar. Build faster, automate more, and let AI work directly with your code. Join now and start creating without limits.
🔥 Free IT Cert Resources – Grab Them While They're Hot!
🌈SPOTO just dropped a bunch of 100% free study kits for 2026 – covering #Cisco, #AWS, #PMP, #AI, #Python, #Excel, and #Cybersecurity
💥No signup traps, no hidden fees – just click and download.
📘 FREE Cert E‑Book → https://bit.ly/4wkiLAT
🪜 Online FREE Course → https://bit.ly/4vHFJSz
☁️ FREE AI Materials → https://bit.ly/4wdu7X6
📊 Cloud Study Guide → https://bit.ly/4y0HyeW
🧠 Free Mock Exam → https://bit.ly/4ff8jos
Tag a friend who's also on this journey – Get certified together! 💪
🌐 Join the community: https://chat.whatsapp.com/FmbIbbqm2QhKglVpVTSH4d/
📲 Need personalized help? → https://wa.link/6k7042
💥 #Cisco Certification Journey Starts Here!
Want to become a certified Network Engineer and boost your IT career in 2026? 🚀
Whether you're preparing for #CCNA #CCNP or even #CCIE, this is your chance to get premium Cisco learning resources & insider study support!
🔥 What You’ll Get:
🌐 Cisco Training Roadmaps
🌐 Networking Lab Guides
🌐 Command Cheat Sheets
🌐 Cisco Official eBooks
🌐 Real Practice Questions
🌐 Exam Preparation Tips
🎁 FREE Starter Resources Available:
🔗✅ CCNA Beginner Notes:https://reurl.cc/j6bqey
🔗✅ CCNP Study Checklist:https://reurl.cc/npWnbn
📩 To receive all FREE Cisco materials directly in your inbox:
wa.link/8i0msc
👉 Connect us and Leave your email to get instant access!
💡 Bonus for subscribers:
https://chat.whatsapp.com/FLth69u2WswIlZ6bta2SJf
✔ Exclusive study group invitations
✔ Latest Cisco exam changes
✔ Fast-track learning strategies
✔ Priority access to upcoming training sessions
⚡ Thousands of IT learners are already preparing smarter.
Don’t miss your chance to level up your networking career in 2026! 🚀
A Chinese developer has released an open-source replacement for NumPy that performs calculations on GPUs. It's called CuPy 🚀. In many cases, it's enough to replace a single line:
import cupy as cp
A guide to Loop Engineering has been released — a new approach to working with AI agents
The repository loop-engineering has been published, offering a paradigm shift: instead of manually prompting AI agents, the developer designs a cycle that does this automatically. 🔄🤖
The author notes that most people still use Claude Code, Codex, Cursor, and Grok as a regular chat: prompt → wait → copy → correct → prompt again. Loop Engineering proposes to stop being a "nanny" for the agent and instead build a system where agents work, check, correct, and escalate on their own. 🛠️⚙️
The repository includes ready-made cycles for daily triage, PR, CI, dependencies, changelog, and issues. It includes CLI for creating cycles, evaluating tokens, auditing the repository, and safely running agents via GitHub Actions. 📋✅
"Prompt engineering was about how to write better prompts. Loop engineering is about creating a system where agents continue to work without your supervision at every step," the description says. 🚀🧠
The repository is available on GitHub.
Repository: https://github.com/cobusgreyling/loop-engineering
#LoopEngineering #AI #Agents #GitHub #DevOps #Automation
✨ Join Best TG Channels /channel/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
There are hundreds of AI channels on YouTube. Here's why we made another one.
Most AI content does one of two things: it stays so surface-level it teaches you nothing, or it goes so deep you need a PhD to follow along.
We built Guidely for everyone in between.
→ We start with absolute beginners in mind
→ Then take you deeper, until the details actually click
→ Every guide is reviewed by experienced AI engineers
→ We don't make more content. We make better content.
Whether you build, design, or market products, our goal is simple: leave you thinking "I've never seen it broken down this well."
Two good places to start 👇
→ AI vs ML vs Deep Learning vs GenAI ... But Done Right!
The terms everyone uses. The distinctions are almost never explained clearly. We fix that: youtu.be/72yyLA2wRWc
→ How to Break into AI Engineering in 2026
A senior applied scientist shares what actually matters: youtu.be/42vE7Ij4kdU
If AI has ever felt overwhelming or noisy, this channel is for you. If the content resonates with you, please don’t forget to like and subscribe.
Anthropic, together with Frontend Masters, have launched a free course on Claude Code. 🚀
And this is not a superficial overview, but a thorough analysis of the tool for those who want to really improve their vibe coding and work with AI agents. 🤖
The course is led by Lydia Hallie from Anthropic. 👩💻
Inside:
• basics of Claude Code
• skills
• hooks
• sub-agents
• MCP
• plugins
• Agent SDK
• advanced work scenarios
A good entry point for those who want not just to "ask AI to write code", but to build a proper workflow around Claude Code. 🛠️
Link:
http://frontendmasters.com/courses/claude-code
#Anthropic #FrontendMasters #ClaudeCode #AIAgents #Coding #LLM
Guide to scalable system design and interviews 🚀📊
https://github.com/karanpratapsingh/system-design
#SystemDesign #Scalability #TechInterviews #SoftwareEngineering #DevCommunity #Coding
✨ Join Best TG Channels /channel/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
🚀 Level up your AI & Data Science skills with HelloEncyclo — a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
✅ 13 courses live + 40+ coming soon
🎯 One access, lifetime updates
🔑 Use code: PRESALE-BOOK-WAVE-2GFG
👉 https://helloencyclo.com/?ref=HUSSEINSHEIKHO
Learn AI for free directly from top companies. 🚀
1 - Anthropic:
anthropic.skilljar.com
2 - Google:
grow.google/ai
3 - Meta:
ai.meta.com/resources/
4 - NVIDIA:
developer.nvidia.com/cuda
5 - Microsoft:
learn.microsoft.com/en-us/training/
6 - OpenAI:
academy.openai.com
7 - IBM:
skillsbuild.org
8 - AWS:
skillbuilder.aws
9 - DeepLearning.AI:
deeplearning.ai
10 - Hugging Face:
huggingface.co/learn
💬 Comment "Learning" if you find this helpful.
🔄 Repost so others can take help.
🔖 Must bookmark for future reference.
#AI #MachineLearning #Tech #FreeLearning #DataScience #AIForAll
/channel/CodeProgrammer
The guide Path to Senior Engineer Handbook has gathered resources for developers who want to advance to the level of Senior Engineer. 🚀
Inside: 📚
More than 50 newsletters on professional growth, system design, leadership, and web development. 📈
A selection of books on communication, technical writing, and building working relationships. 🤝
Selected YouTube channels, podcasts, and professional communities. 🎧
Courses, scientific articles, and educational platforms for a deeper study of topics. 🎓
A good starting point for those who want to improve not only their technical skills, but also their architectural thinking, communication, and leadership competencies. 💡
Link: https://github.com/jordan-cutler/path-to-senior-engineer-handbook?utm_source=opensourceprojects.dev&ref=opensourceprojects.dev
#SeniorEngineer #CareerGrowth #SoftwareEngineering #TechLeadership #SystemDesign #DevCommunity
✨ Join Best TG Channels /channel/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
🚀 Level up your AI & Data Science skills with HelloEncyclo — a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
✅ 13 courses live + 40+ coming soon
🎯 One access, lifetime updates
🔑 Use code: PRESALE-BOOK-WAVE-2GFG
👉 https://helloencyclo.com/?ref=HUSSEINSHEIKHO
Reinforcement Learning Methods and Tutorials 🧠📚
In these tutorials for reinforcement learning, it covers from the basic RL algorithms to advanced algorithms developed recent years.
Learning Resources: https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow 🚀
Here's a collection of simple materials on methods and practical guides, covering both basic reinforcement learning algorithms and modern, recently developed, and updated advanced algorithms. 📖✨
#ReinforcementLearning #MachineLearning #AI #DeepLearning #TechTutorials #DataScience
✨ Join Best TG Channels /channel/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
My new hobby: searching for beautiful projects on GitHub and being inspired by their design. 🚀✨
https://www.gitsearchai.com/ 🔗
#GitHub #OpenSource #Tech #Programming #Design #Inspiration
✨ Join Best TG Channels /channel/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
🔖 One of the most useful books on Agentic AI
This is not just a textbook, but a comprehensive overview of modern LLMs, model training, RL, inference, quality assessment, and building AI agents.
It's an excellent option to get a holistic picture and understand which topics deserve deeper study.
⛓️ Link to the book
https://arxiv.org/abs/2606.24937
🐔 Ready to cross the road?
4rabet
Join Chicken Road and unlock a massive 700% Welcome Bonus for new players.
Ad. 18+
Transformers become more understandable when you can "poke" the model directly. 🧠✨
Transformer Explainer is an interactive visualization tool for studying how text-generating transformer-based models, such as GPT, work. 🔍
It helps connect the architecture with real behavior by running a live GPT-2 directly in the browser, allowing you to enter your own text and showing how the internal components work together to predict the next tokens. 🔄📝
Key features: 🌟
- Live GPT-2 in the browser - experiment without setting up a separate model server 💻
- Your own text - try your own prompts and see how the model processes them ✍️
- Internal components - observe the operations working inside the transformer 🔧
- Focus on predicting the next token - link each visual step to the model's predictions 🎯
- Local development - clone the repository, install dependencies, and run via npm for in-depth study ⚙️
It's open-source (MIT license). 📜
https://github.com/poloclub/transformer-explainer
#AI #MachineLearning #GPT #DataScience #TechTools #OpenSource
✨ Join Best TG Channels /channel/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
Python Programming for Beginners: Learn Python from Scratch
Python Programming for Beginners: Learn Python from Scratch (Master Data Analysis, Step-by-Step with Practice Exercises)…
🏷 Category: development
🌍 Language: English (US)
👥 Students: 38,796 students
⭐️ Rating: 4.3/5.0 (964 reviews)
🏃♂️ Enrollments Left: 9
⏳ Expires In: 0D:4H:4M
💰 Price: $9.59 ⟹ FREE
🆔 Coupon: 02E367A95E4BACD13ECE
⚠️ Watch 2 short ads to unlock your free access.
💎 By: /channel/Udemy26
#Programming #Coding #Development #Tech #Python #DataScience
🛠️ Build Faster, Spend Less. Your All-in-One API Proxy Endpoint.
www.afford-ai.cn is designed for developers who need scale without the crazy costs.
🔹 1:2 Value Ratio: Stretch your budget further. For every $1 you fund, we credit your account with $2 in tokens.
🔹 Benchmark Crushers: Direct, high-speed access to the models taking the dev world by storm—DeepSeek-V3/R1 and Qwen. Perfect for complex coding, reasoning, and automation tasks.
🔹 Seamless Integration: Standard OpenAI API format. No new SDKs to learn.
Secure your endpoint, manage your token distribution, and cut your AI costs in half. 👇
🔗 www.afford-ai.cn
🔔 Still Available!
Google Cloud Generative AI Leader Exam 2026 | 600+ Practice
Master the Google Cloud Generative AI Leader Certification with 600+ Realistic Practice Questions, Detailed Explanation…
🌍 Language: English (US)
👥 Students: 286 students
⭐️ Rating: 5.0/5.0 (1 reviews)
🏃♂️ Enrollments Left: 14
⏳ Expires In: 0D:2H:2M
💰 Price: $9.59 ⟹ FREE
🆔 Coupon: F0A2C0A9FF4A4782D64C
⚠️ Watch 2 short ads to unlock your free access.
💎 By: /channel/Udemy26
#FreeCourse #Udemy #OnlineLearning #Education
I'm verifying my account for AdsBitvex publisher network. Verification code: EFfnaTcActPKK3CMsAqASqKF
Читать полностью…
500 AI/ML/Computer Vision/NLP projects with code 🚀
This is a large collection of 500 ready-made projects in the field of machine learning, deep learning, computer vision, and NLP 🧠
All examples come with code, so you can not just read them, but immediately analyze and run them ⚙️
➡️ Link to GitHub:
https://github.com/ashishpatel26/500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
#AI #MachineLearning #DeepLearning #ComputerVision #NLP #DataScience
✨ Join Best TG Channels /channel/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
Curated list of distributed systems papers and books 📚📖
https://github.com/theanalyst/awesome-distributed-systems
✨ Join Best TG Channels /channel/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
🚀 Level up your AI & Data Science skills with HelloEncyclo — a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
✅ 13 courses live + 40+ coming soon
🎯 One access, lifetime updates
🔑 Use code: PRESALE-BOOK-WAVE-2GFG
👉 https://helloencyclo.com/?ref=HUSSEINSHEIKHO
My favorite way to work with multiple filters in pandas.Series — not a chain of .loc, but a single mask. 🐼
The chain looks neat, but breaks on real data and easily gives unexpected results:
s = pd.Series([10, 15, 20, 25, 30])
s.loc[s > 20].loc[s % 2 == 1]
s = pd.Series([10, 15, 20, 25, 30])
mask = (s > 20) & (s % 2 == 1)
result = s.loc[mask]
Classical machine learning equations and diagrams cheat sheet 📊
https://github.com/soulmachine/machine-learning-cheat-sheet
#MachineLearning #ML #DataScience #CheatSheet #AI #DeepLearning
✨ Join Best TG Channels /channel/addlist/0f6vfFbEMdAwODBk
⭐️ Join Our WhatsApp Channel https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A
🚀 Level up your AI & Data Science skills with HelloEncyclo — a growing all-in-one platform featuring hands-on courses in LLMs, Deep Learning, MLOps, Data Engineering, and more.
✅ 13 courses live + 40+ coming soon
🎯 One access, lifetime updates
🔑 Use code: PRESALE-BOOK-WAVE-2GFG
👉 https://helloencyclo.com/?ref=HUSSEINSHEIKHO
Want any LLM to answer from your own documents?
Most RAG setups quietly give weak, vague answers, and the model is almost never the real problem. Three small fixes decide whether it works, and the exact tools to use in 2026 are very specific.
Full, concrete guide in one post.