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
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πŸ“Œ The Algorithm That Made Google Google

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-18 | ⏱️ Read time: 20 min read

How PageRank transformed how we searched the internet, and why it’s still playing an important…
πŸ“Œ 100 Years of (eXplainable) AI

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-18 | ⏱️ Read time: 25 min read

Reflecting on advances and challenges in deep learning and explainability in the ever-evolving era of…
πŸ“Œ Roadmap to Becoming a Data Scientist, Part 2: Software Engineering

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-18 | ⏱️ Read time: 14 min read

Coding your road to Data Science: mastering key development skills
πŸ“Œ Linear Optimisations in Product Analytics

πŸ—‚ Category: ANALYTICS

πŸ•’ Date: 2024-12-18 | ⏱️ Read time: 12 min read

Solving the knapsack problem
πŸ“Œ Will Your Christmas Be White? Ask An AI Weather Model!

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 6 min read

Learn how to visualize AI weather and create your own forecast for the holidays
πŸ“Œ 2024 in Review: What I Got Right, Where I Was Wrong, and Bolder Predictions for 2025

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 9 min read

What I got right (and wrong) about trends in 2024 and daring to make bolder…
πŸ“Œ The Invisible Bug That Broke My Automation: How OCR Changed The Game

πŸ—‚ Category:

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 9 min read

The evolution of AI in test automation: from locators to generative AI (Part 3)
πŸ“Œ Four Career-Savers Data Scientists Should Incorporate into Their Work

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 7 min read

You might damage your data science career progress without even realising it – but avoiding…
πŸ“Œ Epic β€œCrossover” Between AlphaFold 3 and GPT-4o’s Knowledge of Protein Data Bank Entries

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 15 min read

Exploring how GPT-4o’s knowledge of the Protein Data Bank coupled to systems like AlphaFold 3…
πŸ“Œ When Averages Lie: Moving Beyond Single-Point Predictions

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 18 min read

The Case for Predicting Full Probability Distributions in Decision-Making
πŸ“Œ Deep Dive into LlamaIndex Workflow: Event-Driven LLM Architecture

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 17 min read

What I think about the progress and shortcomings after practice
πŸ“Œ Four Signs It’s Time to Leave Your Data Science Job

πŸ—‚ Category: CAREER ADVICE

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 7 min read

Four tell-tale signs that you should look for another job
πŸ“Œ A Case for Bagging and Boosting as Data Scientists’ Best Friends

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 16 min read

Leveraging wisdom of the crowd in ML models.
πŸ“Œ Building a Unified Intent Recognition Engine

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-09-16 | ⏱️ Read time: 6 min read

How modular design can simplify and scale intent classification in enterprise AI systems
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πŸ“Œ Using Python to Build a Calculator

πŸ—‚ Category: PROGRAMMING

πŸ•’ Date: 2025-09-16 | ⏱️ Read time: 5 min read

A beginner-friendly Python project to understand conditional statements, loops and recursive functions
πŸ“Œ My Experiments with NotebookLM for Teaching

πŸ—‚ Category: LLM APPLICATIONS

πŸ•’ Date: 2025-09-16 | ⏱️ Read time: 8 min read

Exploring NotebookLM as a teaching companion
πŸ“Œ The Good, the Bad, and the Ugly: Memory for a Neural Network

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 13 min read

Memory can play tricks, to learn best it is not always good to memorize
πŸ“Œ USGS DEM Files: How to Load, Merge, and Crop with Python

πŸ—‚ Category:

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 12 min read

A quick guide to prepping digital elevation data
πŸ“Œ Structured LLM Output Using Ollama

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2024-12-17 | ⏱️ Read time: 11 min read

Control your model responses effectively
πŸ“Œ The Essential Guide to R and Python Libraries for Data Visualization

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-16 | ⏱️ Read time: 19 min read

Let’s dive into the most important libraries in R and Python to visualise data and…
πŸ“Œ Credit Card Fraud Detection with Different Sampling Techniques

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2024-12-15 | ⏱️ Read time: 10 min read

How to deal with imbalanced data