Machine Learning

📌 Proxy-Pointer RAG: Achieving Vectorless Accuracy at Vector RAG Scale and Cost

🗂 Category: LARGE LANGUAGE MODEL

🕒 Date: 2026-04-05 | ⏱️ Read time: 23 min read

A new way to build vector RAG—structure-aware and reasoning-capable

#DataScience #AI #Python

📌 A Data Scientist’s Take on the $599 MacBook Neo

🗂 Category: DATA SCIENCE

🕒 Date: 2026-04-05 | ⏱️ Read time: 7 min read

Why it doesn’t fit my workflow but still makes sense for beginners

#DataScience #AI #Python

📢 Advertising in this channel

You can place an ad via Telega․io. It takes just a few minutes.

Formats and current rates: View details

Follow the Machine Learning with Python channel on WhatsApp: https://whatsapp.com/channel/0029VaC7Weq29753hpcggW2A

📌 Building Robust Credit Scoring Models with Python

🗂 Category: DATA SCIENCE

🕒 Date: 2026-04-04 | ⏱️ Read time: 24 min read

A Practical Guide to Measuring Relationships between Variables for Feature Selection in a Credit Scoring.

#DataScience #AI #Python

📌 Building a Python Workflow That Catches Bugs Before Production

🗂 Category: PROGRAMMING

🕒 Date: 2026-04-04 | ⏱️ Read time: 17 min read

Using modern tooling to identify defects earlier in the software lifecycle.

#DataScience #AI #Python

🚀 Master Data Science & Programming!

Unlock your potential with this curated list of Telegram channels. Whether you need books, datasets, interview prep, or project ideas, we have the perfect resource for you. Join the community today!


🔰 Machine Learning with Python
Learn Machine Learning with hands-on Python tutorials, real-world code examples, and clear explanations for researchers and developers.
https://t.me/CodeProgrammer

🔖 Machine Learning
Machine learning insights, practical tutorials, and clear explanations for beginners and aspiring data scientists. Follow the channel for models, algorithms, coding guides, and real-world ML applications.
https://t.me/DataScienceM

🧠 Code With Python
This channel delivers clear, practical content for developers, covering Python, Django, Data Structures, Algorithms, and DSA – perfect for learning, coding, and mastering key programming skills.
https://t.me/DataScience4

🎯 PyData Careers | Quiz
Python Data Science jobs, interview tips, and career insights for aspiring professionals.
https://t.me/DataScienceQ

💾 Kaggle Data Hub
Your go-to hub for Kaggle datasets – explore, analyze, and leverage data for Machine Learning and Data Science projects.
https://t.me/datasets1

🧑‍🎓 Udemy Coupons | Courses
The first channel in Telegram that offers free Udemy coupons
https://t.me/DataScienceC

😀 ML Research Hub
Advancing research in Machine Learning – practical insights, tools, and techniques for researchers.
https://t.me/DataScienceT

💬 Data Science Chat
An active community group for discussing data challenges and networking with peers.
https://t.me/DataScience9

🐍 Python Arab| بايثون عربي
The largest Arabic-speaking group for Python developers to share knowledge and help.
https://t.me/PythonArab

🖊 Data Science Jupyter Notebooks
Explore the world of Data Science through Jupyter Notebooks—insights, tutorials, and tools to boost your data journey. Code, analyze, and visualize smarter with every post.
https://t.me/DataScienceN

📺 Free Online Courses | Videos
Free online courses covering data science, machine learning, analytics, programming, and essential skills for learners.
https://t.me/DataScienceV

📈 Data Analytics
Dive into the world of Data Analytics – uncover insights, explore trends, and master data-driven decision making.
https://t.me/DataAnalyticsX

🎧 Learn Python Hub
Master Python with step-by-step courses – from basics to advanced projects and practical applications.
https://t.me/Python53

⭐️ Research Papers
Professional Academic Writing & Simulation Services
https://t.me/DataScienceY

━━━━━━━━━━━━━━━━━━
Admin: @HusseinSheikho

Machine Learning pinned a photo

🔥2026 New IT Certification Prep Kit – Free!

SPOTO cover: #Python #AI #Cisco #PMI #Fortinet #AWS #Azure #Excel #CompTIA #ITIL #Cloud + more

✅ Grab yours free kit now:
• Free Courses (Python, Excel, Cyber Security, Cisco, SQL, ITIL, PMP, AWS)
👉 https://bit.ly/3Ogtn3i
• IT Certs E-book
👉 https://bit.ly/41KZlru
• IT Exams Skill Test
👉 https://bit.ly/4ve6ZbC
• Free AI Materials & Support Tools
👉 https://bit.ly/4vagTuw
• Free Cloud Study Guide
👉 https://bit.ly/4c3BZCh

💬 Need exam help? Contact admin: wa.link/w6cems

✅ Join our IT community: get free study materials, exam tips & peer support
https://chat.whatsapp.com/BiazIVo5RxfKENBv10F444

Selection for those who want to become a certified Claude architect

Useful resources for preparation in one place 👇

• Registration for certification: https://anthropic.skilljar.com/claude-certified-architect-foundations-access-request

• Training (13 free courses):
https://anthropic.skilljar.com

• Cookbook (examples and practices):
https://github.com/anthropics/anthropic-cookbook

• Exam guide:
https://share.google/0eqIbebzRMUt8KTc8

• Practice questions:
http://claudecertifications.com

• MCP documentation:
http://modelcontextprotocol.io

API documentation:
http://docs.anthropic.com

Useful playbook:
https://drive.google.com/file/d/1luC0rnrET4tDYtS7xe5jUxMDZA-4qNf-/view

📌 I Replaced Vector DBs with Google’s Memory Agent Pattern for my notes in Obsidian

🗂 Category: MACHINE LEARNING

🕒 Date: 2026-04-03 | ⏱️ Read time: 13 min read

Persistent AI memory without embeddings, Pinecone, or a PhD in similarity search.

#DataScience #AI #Python

📌 DenseNet Paper Walkthrough: All Connected

🗂 Category: DEEP LEARNING

🕒 Date: 2026-04-03 | ⏱️ Read time: 20 min read

When we try to train a very deep neural network model, one issue that we…

#DataScience #AI #Python

This channels is for Programmers, Coders, Software Engineers.

0️⃣ Python
1️⃣ Data Science
2️⃣ Machine Learning
3️⃣ Data Visualization
4️⃣ Artificial Intelligence
5️⃣ Data Analysis
6️⃣ Statistics
7️⃣ Deep Learning
8️⃣ programming Languages

✅ https://t.me/addlist/8_rRW2scgfRhOTc0

✅ https://t.me/Codeprogrammer

📌 Linear Regression Is Actually a Projection Problem (Part 2: From Projections to Predictions)

🗂 Category: DATA SCIENCE

🕒 Date: 2026-04-02 | ⏱️ Read time: 17 min read

The Vector View of Least Squares.

#DataScience #AI #Python

📌 Quantum Simulations with Python

🗂 Category: QUANTUM COMPUTING

🕒 Date: 2026-04-02 | ⏱️ Read time: 5 min read

Run Quantum Experiments with Qiskit-Aer

#DataScience #AI #Python

📌 How to Handle Classical Data in Quantum Models?

🗂 Category: QUANTUM COMPUTING

🕒 Date: 2026-04-02 | ⏱️ Read time: 11 min read

Workflows and encoding techniques in quantum machine learning

#DataScience #AI #Python

📌 What Happens Now That AI is the First Analyst On Your Team?

🗂 Category: DATA ANALYSIS

🕒 Date: 2026-04-01 | ⏱️ Read time: 7 min read

How I am adapting in my career in the age of AI, automation, and when…

#DataScience #AI #Python

📌 How Can A Model 10,000× Smaller Outsmart ChatGPT?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2026-04-01 | ⏱️ Read time: 11 min read

Why thinking longer can matter more than being bigger

#DataScience #AI #Python

📌 The Inversion Error: Why Safe AGI Requires an Enactive Floor and State-Space Reversibility

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2026-04-01 | ⏱️ Read time: 29 min read

A systems design diagnosis of hallucination, corrigibility, and the structural gap that scaling cannot close

#DataScience #AI #Python

📌 How to Make Claude Code Better at One-Shotting Implementations

🗂 Category: LLM

🕒 Date: 2026-03-31 | ⏱️ Read time: 8 min read

Make your coding agent more efficient

#DataScience #AI #Python