Machine Learning – Telegram
Machine Learning
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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.

Admin: @HusseinSheikho || @Hussein_Sheikho
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📌 Prompt Caching in LLMs: Intuition

🗂 Category: DEEP LEARNING

🕒 Date: 2024-10-04 | ⏱️ Read time: 4 min read

A brief tour of how caching works in attention-based models
📌 Running visibility analysis in QGIS

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-04 | ⏱️ Read time: 10 min read

One of my all-time favourite types of spatial analysis is visibility analysis. It’s a really…
📌 Four Takeaways from a 5-Year Journey

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-04 | ⏱️ Read time: 6 min read

Navigating the post-graduation learnings
📌 Dynamic GitHub Pages – Panel (pyodide-worker)

🗂 Category: PROGRAMMING

🕒 Date: 2024-10-04 | ⏱️ Read time: 12 min read

How do you create a dynamic and client-side GitHub Pages ? The first stone in an…
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📌 Advanced Techniques in Lying using Data Visualizations

🗂 Category: DATA VISUALIZATION

🕒 Date: 2024-10-04 | ⏱️ Read time: 11 min read

Discover the power of chart design to manipulate an audience, whatever the narrative
📌 Stop Guessing and Measure Your RAG System to Drive Real Improvements

🗂 Category:

🕒 Date: 2024-10-04 | ⏱️ Read time: 30 min read

Key metrics and techniques to elevate your retrieval-augmented generation performance
📌 Data Architecture: Lessons Learned

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-10-04 | ⏱️ Read time: 13 min read

Three important lessons I have learned on my journey as data engineer and architect
📌 What You Need to Know Before Switching to a Data Science Career in 2024

🗂 Category: CAREER ADVICE

🕒 Date: 2024-10-03 | ⏱️ Read time: 13 min read

How the market has changed (and the roadmap I’d follow if I started my journey…
📌 Who Really Owns the Airbnbs You’re Booking? – Marketing Perception vs Data Analytics Reality

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-03 | ⏱️ Read time: 9 min read

Over the last 20 years, Airbnb has spent billions on brand building as the authentic,…
📌 Graph RAG, Automated Prompt Engineering, Agent Frameworks, and Other September Must-Reads

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-03 | ⏱️ Read time: 4 min read

The stories that resonated the most with our community in the past month
📌 How to succeed with AI: Combining Kafka and AI Guardrails

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-03 | ⏱️ Read time: 5 min read

Why real-time data and governance are non-negotiable for AI
📌 Exploring How the New OpenAI Realtime API Simplifies Voice Agent Flows

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-03 | ⏱️ Read time: 9 min read

Setting up a Voice Agent using Twilio and the OpenAI Realtime API
📌 Efficient Testing of ETL Pipelines with Python

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-10-03 | ⏱️ Read time: 11 min read

How to Instantly Detect Data Quality Issues and Identify their Causes
📌 How to Handle Imbalanced Datasets in Machine Learning Projects

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-03 | ⏱️ Read time: 10 min read

Techniques to handle imbalanced datasets, examples, and Python snippets
📌 How to Calculate the Elasticity of Bids in PPC Marketing

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-03 | ⏱️ Read time: 10 min read

Elasticity of prices is the bread and butter of econometrics. But, how can we apply…
📌 Time Series – ARIMA vs. SARIMA vs. LSTM: Hands-On Tutorial

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-03 | ⏱️ Read time: 16 min read

Let’s forecast the future step by step
📌 Time Complexity Analysis of Perfect Binary Tree Traversal

🗂 Category: MATHEMATICS

🕒 Date: 2024-10-03 | ⏱️ Read time: 34 min read

Deriving the tightest asymptotic bound of a particular tree traversal algorithm
📌 What Makes a True AI Agent? Rethinking the Pursuit of Autonomy

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-02 | ⏱️ Read time: 14 min read

Unpacking the six core traits of AI agents and why foundations matter more than buzzwords
📌 Three Steps to Identify Your Business’s Silver Bullets for Success

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-02 | ⏱️ Read time: 6 min read

Discover how identifying early customer behaviors can predict long-term retention and increase revenue for your…
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📌 How to Stay Relevant as a Software Developer

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-02 | ⏱️ Read time: 6 min read

We’re Drowning in AI… Now What?
📌 Eulerian Melodies: Graph Algorithms for Music Composition

🗂 Category: GRAPH THEORY

🕒 Date: 2025-09-28 | ⏱️ Read time: 15 min read

Conceptual overview and an end-to-end Python implementation