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.

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πŸ“Œ Does the Code Work or Not?

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-08-04 | ⏱️ Read time: 7 min read

A common misconception about the working state of code in data, AI or software engineering…
πŸ“Œ Mastering NLP with spaCy – Part 2

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-08-01 | ⏱️ Read time: 7 min read

POS tagging, dependency parser and named entity recognition.
πŸ“Œ How Computers β€œSee” Molecules

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-08-01 | ⏱️ Read time: 29 min read

Generative Molecular Design (Part 1): common molecular representations in data science.
πŸ“Œ β€œI think of analysts as data wizards who help their product teams solve problems”

πŸ—‚ Category: AUTHOR SPOTLIGHTS

πŸ•’ Date: 2025-08-01 | ⏱️ Read time: 10 min read

Mariya Mansurova explains how hands-on learning, agentic AI, and engineering habits shape her writing and…
πŸ“Œ When Models Stop Listening: How Feature Collapse Quietly Erodes Machine Learning Systems

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-08-01 | ⏱️ Read time: 9 min read

Models don’t just fail with noise; they fail in silence, by narrowing their attention to…
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πŸ“Œ FastSAMβ€Š for Image Segmentation Tasks β€” Explained Simply

πŸ—‚ Category:

πŸ•’ Date: 2025-07-31 | ⏱️ Read time: 9 min read

Introduction Image segmentation is a popular task in computer vision, with the goal of partitioning…
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πŸ“Œ How to Benchmark LLMs – ARC AGI 3

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-07-31 | ⏱️ Read time: 8 min read

Learn how to LLMs are benchmarked, and try out the newly released ARC AGI 3
πŸ“Œ LLMs and Mental Health

πŸ—‚ Category: LARGE LANGUAGE MODELS

πŸ•’ Date: 2025-07-31 | ⏱️ Read time: 19 min read

Are LLMs good or bad for our mental health? It’s more complicated than that.
πŸ“Œ The ONLY Data Science Roadmap You Need to Get a Job

πŸ—‚ Category:

πŸ•’ Date: 2025-07-31 | ⏱️ Read time: 10 min read

Are you looking to become a data scientist and don’t know where to start? In…
πŸ“Œ July Must-Reads: Scalable AI, Career Insights, and More

πŸ—‚ Category: THE VARIABLE

πŸ•’ Date: 2025-07-31 | ⏱️ Read time: 3 min read

Don’t miss the most popular stories of the past month
πŸ“Œ The Misconception of Retraining: Why Model Refresh Isn’t Always the Fix

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-07-30 | ⏱️ Read time: 7 min read

Retraining is easy; knowing when not to is the real challenge. In machine learning, performance…
πŸ“Œ Confusion Matrix Made Simple: Accuracy, Precision, Recall & F1-Score

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-07-30 | ⏱️ Read time: 8 min read

How to evaluate classification models and understand which metric matters the most.
πŸ“Œ What Is Data Literacy in 2025? It’s Not What You Think

πŸ—‚ Category: DATA VISUALIZATION

πŸ•’ Date: 2025-07-30 | ⏱️ Read time: 20 min read

In today’s fast-paced, distraction-heavy world, data literacy isn’t just about understanding charts or analyzing numbersβ€”it’s…
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πŸ“Œ Automated Testing: A Software Engineering Concept Data Scientists Must Know To Succeed

πŸ—‚ Category: DATA SCIENCE

πŸ•’ Date: 2025-07-30 | ⏱️ Read time: 21 min read

Why you should read this article Most data scientists whip up a Jupyter Notebook, play…
πŸ“Œ Skills vs. AI Skills

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-07-29 | ⏱️ Read time: 7 min read

Which skills are timeless, and where is the gap?
πŸ“Œ How Your Prompts Lead AI Astray

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-07-29 | ⏱️ Read time: 7 min read

Practical tips to recognise and avoid prompt bias.
πŸ“Œ How to Evaluate Graph Retrieval in MCP Agentic Systems

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-07-29 | ⏱️ Read time: 9 min read

A framework for measuring retrieval quality in Model Context Protocol agents.
πŸ“Œ Physics-Informed Neural Networks for Inverse PDE Problems

πŸ—‚ Category: PHYSICS

πŸ•’ Date: 2025-07-29 | ⏱️ Read time: 11 min read

Solving the Heat Equation using DeepXDE.
πŸ“Œ Mastering NLP with spaCYβ€Šβ€”β€ŠPart 1

πŸ—‚ Category: ARTIFICIAL INTELLIGENCE

πŸ•’ Date: 2025-07-29 | ⏱️ Read time: 6 min read

Learn about tokenization, lemmatization and the core operations.
πŸ“Œ The Stanford Framework That Turns AI into Your PM Superpower

πŸ—‚ Category: MACHINE LEARNING

πŸ•’ Date: 2025-07-28 | ⏱️ Read time: 6 min read

A human-centric guide to AI automation for product managers.