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 Test Machine Learning Systems

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-10 | ⏱️ Read time: 18 min read

From Concepts to Practical Code Snippets for Effective Testing
📌 Heat Diffusion in a Thin Metal Rod

🗂 Category: PHYSICS

🕒 Date: 2024-07-10 | ⏱️ Read time: 7 min read

What would happen if you heated a small section of an insulated metal rod and…
📌 Language Models and Spatial Reasoning: What’s Good, What Is Still Terrible, and What Is Improving

🗂 Category: PSYCHOLOGY

🕒 Date: 2024-07-10 | ⏱️ Read time: 22 min read

A review of capabilities as of July 2024
📌 Delta Lake Optimistic Concurrency Control: To Lock or Not to Lock?

🗂 Category: DATA ENGINEERING

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

Delta Lake Concurrency Management and its relevance
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📌 AI-Proof Your Data Science Skill Set by Embracing Four Timeless Concepts

🗂 Category: CAREER ADVICE

🕒 Date: 2024-07-09 | ⏱️ Read time: 5 min read

And stay competitive in a saturated job market
📌 Scaling Law Of Language Models

🗂 Category: DEEP LEARNING

🕒 Date: 2024-07-09 | ⏱️ Read time: 8 min read

How language models scale with model size, training data, and training compute
📌 Conversational Analysis Is the Future for Enterprise Data Science

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-09 | ⏱️ Read time: 9 min read

LLMs won’t replace data scientists, but they will change how we collaborate with decision makers
📌 Deep Dive into LSTMs & xLSTMs by Hand

🗂 Category: DEEP LEARNING

🕒 Date: 2024-07-09 | ⏱️ Read time: 13 min read

Explore the wisdom of LSTM leading into xLSTMs - a probable competition to the present-day LLMs
📌 Perception-Inspired Graph Convolution for Music Understanding Tasks

🗂 Category:

🕒 Date: 2024-07-09 | ⏱️ Read time: 12 min read

This article discusses MusGConv, a perception-inspired graph convolution block for symbolic musical applications.
📌 Spicing up Ice Hockey with AI: Player Tracking with Computer Vision

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-07-09 | ⏱️ Read time: 35 min read

Using PyTorch, computer vision techniques, and a CNN, I worked on a model that tracks…
📌 Tracking in Practice: Code, Data and ML Model

🗂 Category: MACHINE LEARNING

🕒 Date: 2024-07-09 | ⏱️ Read time: 13 min read

A guide to tracking in MLOps
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📌 Doping: A Technique to Test Outlier Detectors

🗂 Category:

🕒 Date: 2024-07-09 | ⏱️ Read time: 18 min read

Using well-crafted synthetic data to compare and evaluate outlier detectors
📌 Implementing Neural Networks in TensorFlow (and PyTorch)

🗂 Category: DEEP LEARNING

🕒 Date: 2024-07-08 | ⏱️ Read time: 6 min read

Step-by-step code guide on building a Neural Network
📌 TensorFlow Transform: Ensuring Seamless Data Preparation in Production

🗂 Category: DATA ENGINEERING

🕒 Date: 2024-07-08 | ⏱️ Read time: 10 min read

Leveraging TensorFlow Transform for scaling data pipelines for production environments
📌 NLP: Text Summarization and Keyword Extraction on Property Rental Listings – Part 1

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-08 | ⏱️ Read time: 13 min read

A practical implementation of NLP techniques such as text summarization, NER, topic modeling, and text…
📌 Is LLM Performance Predetermined by Their Genetic Code?

🗂 Category: ARTIFICIAL INTELLIGENCE

🕒 Date: 2024-07-08 | ⏱️ Read time: 9 min read

Exploring phylogenetic algorithms to predict the future of large language models
🤖🧠 Artificial Intelligence: A Modern Approach — The Ultimate Number 1 Guide to Learning AI by Stuart Russell and Peter Norvig

🗓️ 12 Oct 2025
📚 AI News & Trends

When it comes to learning artificial intelligence (AI), few resources hold as much authority as “Artificial Intelligence: A Modern Approach” by Stuart Russell and Peter Norvig. Often regarded as the “Bible of AI”, this textbook has become the most widely used academic reference in the field adopted by over 1,500 universities and institutions worldwide. Published ...

#ArtificialIntelligence #AIModernApproach #StuartRussell #PeterNorvig #AIBible #AIEducation
📌 Creative Canvas: Using AI to Paint, Edit, and Stylize Images

🗂 Category:

🕒 Date: 2024-07-08 | ⏱️ Read time: 22 min read

I explored commercial and open-source photo editing systems for the creative use of AI image…
📌 How Many Cars Are in This Aerial Imagery? Let’s Count Them with YOLOv8 from Scratch!

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-08 | ⏱️ Read time: 14 min read

A Step-by-Step Guide to Deploy YOLOv8 for Object Detection and Counting on Your Customized Database…
📌 AI Is Eating Your Algorithms

🗂 Category: CHATGPT

🕒 Date: 2024-07-08 | ⏱️ Read time: 10 min read

How simple prompt engineering can replace custom software
📌 Neural Network (MLP) for Time Series Forecasting in Practice

🗂 Category: DATA SCIENCE

🕒 Date: 2024-07-08 | ⏱️ Read time: 18 min read

A Practical Example for Feature Engineering and Constructing an MLP Model