Data Science

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Awesome Plotly with Code Series (Part 2): Colouring Bar Charts

Awesome Plotly with Code Series (Part 2): Colouring Bar...

Don’t create a rainbow coloured bar chart. But don’t make your bar charts boring...

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Meet Git Stash: Your Secret Chest of Unfinished Code

Meet Git Stash: Your Secret Chest of Unfinished Code

A powerful Git feature for temporarily saving code in progressContinue reading o...

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Oversampling and Undersampling, Explained: A Visual Guide with Mini 2D Dataset

Oversampling and Undersampling, Explained: A Visual Gui...

DATA PREPROCESSINGArtificially generating and deleting data for the greater good...

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Gen-AI Safety Landscape: A Guide to the Mitigation Stack for Text-to-Image Models

Gen-AI Safety Landscape: A Guide to the Mitigation Stac...

No Wild West for AI: A tour of the safety components that tame T2I modelsUnderst...

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Voice and Staff Separation in Symbolic Piano Music with GNNs

Voice and Staff Separation in Symbolic Piano Music with...

This post covers my recent paper Cluster and Separate: A GNN Approach to Voice a...

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The AI Productivity Paradox: Why Aren’t More Workers Using ChatGPT?

The AI Productivity Paradox: Why Aren’t More Workers Us...

The real barrier isn’t technical skills — it’s time to thinkDespite the transfor...

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How to Tackle the Weekend Quiz Like a Bayesian

How to Tackle the Weekend Quiz Like a Bayesian

Do you know which of these is a malmsey? Can you make a good guess?A couple of w...

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A Guide To Linearity and Nonlinearity in Machine Learning

A Guide To Linearity and Nonlinearity in Machine Learning

…and their roles in decision boundaries, embeddings, dynamical systems, and next...

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Claude’s Computer Use — Intuitively and Exhaustively Explained

Claude’s Computer Use — Intuitively and Exhaustively Ex...

How Anthropic made AI that can control your computerContinue reading on Towards ...

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From AI Canvas to MLOps Stack Canvas: Are They Essential?

From AI Canvas to MLOps Stack Canvas: Are They Essential?

The AI, ML and MLOps stack canvases, explained with examplesContinue reading on ...

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OpenAI embeddings and clustering for survey analysis — a How-To Guide

OpenAI embeddings and clustering for survey analysis — ...

How to gain insights from survey data and extract topics using embeddings and La...

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Multilayer Perceptron, Explained: A Visual Guide with Mini 2D Dataset

Multilayer Perceptron, Explained: A Visual Guide with M...

CLASSIFICATION ALGORITHMDissecting the math (with visuals) of a tiny neural netw...

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Techniques for Chat Data Analytics with Python

Techniques for Chat Data Analytics with Python

Part I: Communication Density AnalysisContinue reading on Towards Data Science »

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Exploring the Depths of Data Science: The More You Learn, The More You Realize How Little You Know

Exploring the Depths of Data Science: The More You Lear...

In the ever-evolving world of Data Science, one thing becomes abundantly clear t...

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Are you Aware of the Potential of Your Data Expertise in Driving Business Profitability?

Are you Aware of the Potential of Your Data Expertise i...

A reflection of a supply chain data scientist who randomly discovered the power ...

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Automatic Vectorization in JAX

Automatic Vectorization in JAX

Let the loops fly away!Continue reading on Towards Data Science »

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