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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Machine Learning
39.3K subscribers
Machine Learning
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Why Your Prompts Don’t Belong in Git
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Category: LARGE LANGUAGE MODELS
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Date: 2025-08-25 |
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Read time: 5 min read
The hidden cost of storing prompts in your source code
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How to Benchmark Classical Machine Learning Workloads on Google Cloud
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Category: MACHINE LEARNING
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Date: 2025-08-25 |
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Read time: 8 min read
Harnessing CPUs for Practical, Cost-Effective Machine Learning
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Why Science Must Embrace Co-Creation with Generative AI to Break Current Research Barriers
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-08-25 |
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Read time: 24 min read
An Open Letter to the Scientific Community
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Systematic LLM Prompt Engineering Using DSPy Optimization
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Category: LARGE LANGUAGE MODELS
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Date: 2025-08-25 |
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Read time: 27 min read
This article is a journey into the fascinating and rapidly evolving science of LLM prompt…
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Is Google’s Reveal of Gemini’s Impact Progress or Greenwashing?
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-08-22 |
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Read time: 6 min read
On the surface, Google’s numbers sound reassuringly small, but the more closely you look, the…
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Three Essential Hyperparameter Tuning Techniques for Better Machine Learning Models
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Category: MACHINE LEARNING
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Date: 2025-08-22 |
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Read time: 7 min read
Learn how to optimize your ML models for better results
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Cracking the Density Code: Why MAF Flows Where KDE Stalls
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Category: STATISTICS
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Date: 2025-08-22 |
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Read time: 12 min read
Learn why autoregressive flows are the superior density estimation tool for high-dimensional data
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How to Perform Comprehensive Large Scale LLM Validation
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Category: LARGE LANGUAGE MODELS
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Date: 2025-08-21 |
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Read time: 9 min read
Learn how to validate large scale LLM applications
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What If I Had AI in 2020: Rent The Runway Dynamic Pricing Model
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-08-21 |
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Read time: 7 min read
Ever wondered how different things might have been if ChatGPT had existed at the start…
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Where Hurricanes Hit Hardest: A County-Level Analysis with Python
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Category: DATA SCIENCE
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Date: 2025-08-21 |
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Read time: 15 min read
Use Python, GeoPandas, Tropycal, and Plotly Express to map the number of hurricane encounters per…
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Designing Trustworthy ML Models: Alan & Aida Discover Monotonicity in Machine Learning
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Category: MACHINE LEARNING
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Date: 2025-08-21 |
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Read time: 5 min read
Accuracy alone doesn’t guarantee trustworthiness. Monotonicity ensures predictions align with common sense and business rules.
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From LangExtract to LangGraph: LLM Optimization, Explained
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Category: THE VARIABLE
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Date: 2025-08-21 |
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Read time: 3 min read
Cutting-edge workflows, new libraries, and more
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Everything You Need to Know About the New Power BI Storage Mode
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Category: DATA SCIENCE
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Date: 2025-08-20 |
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Read time: 18 min read
50 Shades of Direct Lake
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AI Agents for Supply Chain Optimisation: Production Planning
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-08-20 |
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Read time: 9 min read
How to integrate an optimisation algorithm in a FastAPI microservice and connect it with an…
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Smarter Model Tuning: An AI Agent with LangGraph + Streamlit That Boosts ML Performance
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Category: AGENTIC AI
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Date: 2025-08-20 |
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Read time: 12 min read
Automating model tuning in Python with Gemini, LangGraph, and Streamlit for regression and classification improvements
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“Where’s Marta?”: How We Removed Uncertainty From AI Reasoning
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Category: LLM APPLICATIONS
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Date: 2025-08-20 |
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Read time: 12 min read
A primer on overcoming LLM limitations with formal verification.
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The Upstream Mentality: Why AI/ML Engineers Must Think Beyond the Model
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-08-20 |
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Read time: 13 min read
Your 3am production alert isn’t a model problem—it’s an upstream crisis in disguise
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Building a Modern Dashboard with Python and Tkinter
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Category: PROGRAMMING
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Date: 2025-08-19 |
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Read time: 20 min read
Create polished GUIs and data dashboards with this versatile library
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Mastering NLP with spaCy – Part 3
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Category: DATA SCIENCE
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Date: 2025-08-19 |
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Read time: 7 min read
Rule-based matching for information extraction
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Machine Learning
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Help Your Model Learn the True Signal
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Category: MACHINE LEARNING
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Date: 2025-08-19 |
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Read time: 15 min read
An algorithm-agnostic approach inspired by Cook’s distance
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Capturing and Deploying PyTorch Models with torch.export
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-08-19 |
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Read time: 18 min read
A demonstration of PyTorch’s exciting new export feature on a HuggingFace model
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