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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📌 How to Improve Model Quality Without Building Larger Models

🗂 Category:

🕒 Date: 2024-10-08 | ⏱️ Read time: 12 min read

Going into the Google DeepMind’s “Scaling LLM Test-Time Compute Optimally can be More Effective than…
📌 Make the Switch from Software Engineer to ML Engineer

🗂 Category: CAREER ADVICE

🕒 Date: 2024-10-08 | ⏱️ Read time: 9 min read

7 steps that helped me transition from a software engineer to Machine Learning engineer
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📌 TDS Newsletter: To Better Understand AI, Look Under the Hood

🗂 Category: THE VARIABLE

🕒 Date: 2025-09-25 | ⏱️ Read time: 3 min read

AI-powered tools tend to generate extreme reactions: on one side we have the “It’s magic!” and…
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📌 Still Manually Reviewing All User Interactions For Your AI Solutions?

🗂 Category: BUSINESS

🕒 Date: 2024-10-08 | ⏱️ Read time: 7 min read

Discover how to use cosine similarity to save hours and streamline your AI systems
📌 Graph Neural Networks Part 2. Graph Attention Networks vs. GCNs

🗂 Category:

🕒 Date: 2024-10-08 | ⏱️ Read time: 9 min read

A model that pays attention to your graph
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📌 Nine Rules for Running Rust in the Browser

🗂 Category: PROGRAMMING

🕒 Date: 2024-10-08 | ⏱️ Read time: 25 min read

Practical lessons from porting range-set-blaze to WASM
📌 Understanding KL Divergence, Entropy, and Related Concepts

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-08 | ⏱️ Read time: 8 min read

Important concepts in information theory, machine learning, and statistics
📌 Precisely Compare Geographical Regions with GeoPandas

🗂 Category:

🕒 Date: 2024-10-08 | ⏱️ Read time: 9 min read

Filling maps with area measurements
📌 Adding Gradient Backgrounds to Plotly Charts

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-08 | ⏱️ Read time: 5 min read

Using Plotly rectangle shapes to improve data visualisation
📌 Pandora’s Cloud Migration: Conquer the 7 “Bringers of Evil”

🗂 Category:

🕒 Date: 2024-10-08 | ⏱️ Read time: 20 min read

A guide to conquering cloud migration challenges
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📌 How to Talk About Data and Analysis Simply

🗂 Category:

🕒 Date: 2024-10-08 | ⏱️ Read time: 21 min read

So that it is understandable and engaging to (almost) everyone
📌 Implementing Sequential Algorithms on TPU

🗂 Category:

🕒 Date: 2024-10-07 | ⏱️ Read time: 13 min read

Accelerating AI/ML Model Training with Custom Operators – Part 3.A
📌 Supercharge Your LLM Apps using DSPy and Langfuse

🗂 Category: NATURAL LANGUAGE PROCESSING

🕒 Date: 2024-10-07 | ⏱️ Read time: 14 min read

Build Production Grade LLM Apps with Ease
📌 K Nearest Neighbor Regressor, Explained: A Visual Guide with Code Examples

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-07 | ⏱️ Read time: 11 min read

Finding the neighbors FAST with KD Trees and Ball Trees
📌 Scaling RAG from POC to Production

🗂 Category: CHATGPT

🕒 Date: 2024-10-07 | ⏱️ Read time: 8 min read

Common challenges and architectural components to enable scaling
📌 Using Linear Equations + LLM to Solve LinkedIn Queens Game

🗂 Category:

🕒 Date: 2024-10-07 | ⏱️ Read time: 11 min read

Prompting GPT to form and solve the linear equations using PuLP
📌 AlphaFold 2 Through the Context of BERT

🗂 Category:

🕒 Date: 2024-10-07 | ⏱️ Read time: 9 min read

Understanding AI applications in bio for machine learning engineers
📌 Discover AWS Lambda Basics to Run Powerful Serverless Functions

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-10-07 | ⏱️ Read time: 12 min read

Learn how I navigated setting up AWS Lambda for the first time
📌 Arrays – Data Structures & Algorithms for Data Scientists

🗂 Category: CODING

🕒 Date: 2024-10-07 | ⏱️ Read time: 6 min read

How dynamic and static arrays work under the hood
📌 Top 5 Geospatial Data APIs for Advanced Analysis

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-06 | ⏱️ Read time: 22 min read

Explore Overpass, Geoapify, Distancematrix.ai, Amadeus, and Mapillary for Advanced Mapping and Location Data
📌 Getting Started with Powerful Data Tables in your Python Web Apps

🗂 Category: DATA SCIENCE

🕒 Date: 2024-10-06 | ⏱️ Read time: 6 min read

Using AG Grid to build a Finance app in pure Python with Reflex