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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Avoiding Costly Mistakes with Uncertainty Quantification for Algorithmic Home Valuations
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-04-07 |
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Read time: 10 min read
The simple tricks for using AVMU, or Automated Valuation Model Uncertainty, to make your home…
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Machine Learning
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How to Optimize your Python Program for Slowness
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Category: PROGRAMMING
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Date: 2025-04-07 |
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Read time: 20 min read
Write a short program that finishes after the universe dies
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Let’s Call a Spade a Spade: RDF and LPG — Cousins Who Should Learn to Live Together
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Category: DATA SCIENCE
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Date: 2025-04-07 |
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Read time: 20 min read
An objective comparison of the RDF and LPG data models
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How I Would Learn To Code (If I Could Start Over)
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Category: PROGRAMMING
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Date: 2025-04-04 |
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Read time: 10 min read
How to learn to code in 2025
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On-Premise Computing, Data Career Switches, AI File Readers, and Other March Must-Reads
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Category: THE VARIABLE
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Date: 2025-04-04 |
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Read time: 3 min read
A selection of our most-read and -shared articles of the past month.
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Machine Learning
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Creating an AI Agent to Write Blog Posts with CrewAI
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-04-04 |
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Read time: 12 min read
How to assemble a crew of AI agents with CrewAI and Python
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Machine Learning
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Are We Watching More Ads Than Content? Analyzing YouTube Sponsor Data
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Category: DATA SCIENCE
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Date: 2025-04-03 |
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Read time: 21 min read
Exploring if sponsor segments are getting longer by the year
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Linear Programming: Managing Multiple Targets with Goal Programming
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Category: DATA SCIENCE
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Date: 2025-04-03 |
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Read time: 12 min read
Part 6: Balancing multiple objectives using the weights and preemptive goal programming approaches
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Kernel Case Study: Flash Attention
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Category: MACHINE LEARNING
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Date: 2025-04-03 |
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Read time: 16 min read
Understanding all versions of flash attention through a triton implementation
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Agentic GraphRAG for Commercial Contracts
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Category: LARGE LANGUAGE MODELS
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Date: 2025-04-02 |
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Read time: 26 min read
Structuring legal information as a knowledge graph to increase the answer accuracy using a LangGraph…
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The Art of Noise | Diffusion Model
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Category: DEEP LEARNING
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Date: 2025-04-02 |
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Read time: 36 min read
Understanding and implementing a diffusion model from scratch with PyTorch
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PyScript vs. JavaScript: A Battle of Web Titans
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Category: PROGRAMMING
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Date: 2025-04-02 |
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Read time: 5 min read
Can Python really replace JavaScript for web development?
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Machine Learning
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The Case for Centralized AI Model Inference Serving
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Category: MACHINE LEARNING
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Date: 2025-04-01 |
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Read time: 11 min read
Optimizing highly parallel AI algorithm execution
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Machine Learning
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AI in Social Research and Polling
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-04-01 |
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Read time: 13 min read
What do we do when nobody answers the phone?
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Agentic AI: Single vs Multi-Agent Systems
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-04-01 |
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Read time: 14 min read
Demonstrated by building a tech news agent in LangGraph
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Machine Learning
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Graph Neural Networks Part 3: How GraphSAGE Handles Changing Graph Structure
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-04-01 |
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Read time: 9 min read
And how you can use it for large graphs
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A Simple Implementation of the Attention Mechanism from Scratch
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Category: MACHINE LEARNING
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Date: 2025-03-31 |
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Read time: 10 min read
How attention helped models like RNNs mitigate the vanishing gradient problem and capture long-range dependencies…
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Create Your Supply Chain Analytics Portfolio to Land Your Dream Job
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Category: DATA SCIENCE
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Date: 2025-03-31 |
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Read time: 9 min read
A guide for students and professionals to build real-world projects and showcase their skills using…
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Understanding the Tech Stack Behind Generative AI
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-03-31 |
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Read time: 22 min read
From foundation models to vector databases and AI agents — what makes modern AI work
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Machine Learning
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The Art of Hybrid Architectures
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Category: ARTIFICIAL INTELLIGENCE
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Date: 2025-03-28 |
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Read time: 32 min read
Combining CNNs and Transformers to Elevate Fine-Grained Visual Classification
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A Little More Conversation, A Little Less Action — A Case Against Premature Data Integration
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Category: DATA SCIENCE
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Date: 2025-03-28 |
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Read time: 14 min read
Running a large data integration project before embarking on the ML part is easily a…
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