Data Science

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Deb8flow: Orchestrating Autonomous AI Debates with LangGraph and GPT-4o

Deb8flow: Orchestrating Autonomous AI Debates with Lang...

Inside Deb8flow: Real-time AI debates with LangGraph and GPT-4o. The post Deb8f...

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Ivory Tower Notes: The Problem

Ivory Tower Notes: The Problem

When a data science problem is "the" problem The post Ivory Tower Notes: The Pr...

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How to Measure Real Model Accuracy When Labels Are Noisy

How to Measure Real Model Accuracy When Labels Are Noisy

The math behind “true” accuracy and error correlation The post How to Measure Re...

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Linear Regression in Time Series: Sources of Spurious Regression

Linear Regression in Time Series: Sources of Spurious R...

Why does the autocorrelation of the errors term matter? The post Linear Regress...

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Platform-Mesh, Hub and Spoke, and Centralised | 3 Types of data team

Platform-Mesh, Hub and Spoke, and Centralised | 3 Types...

Why understanding team structure is critical for data and AI. The post Platform...

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How to Make Your LLM More Accurate with RAG & Fine-Tuning

How to Make Your LLM More Accurate with RAG & Fine-Tuning

Two of the most important methods for improving the basic model of an LLM or ada...

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Heatmaps for Time Series 

Heatmaps for Time Series 

Visualizing trends and outliers with non-linear color scales. The post Heatmaps...

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How to Develop Complex DAX Expressions

How to Develop Complex DAX Expressions

At some point or another, any Power BI developer must write complex Dax expressi...

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Experiments Illustrated: Can $1 Change Behavior More Than $100?

Experiments Illustrated: Can $1 Change Behavior More Th...

A small prize for something easy vs a big prize for something difficult? The po...

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Mastering Hadoop, Part 1: Installation, Configuration, and Modern Big Data Strategies

Mastering Hadoop, Part 1: Installation, Configuration, ...

A comprehensive guide covering Hadoop setup, HDFS commands, MapReduce, debugging...

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How to Switch from Data Analyst to Data Scientist

How to Switch from Data Analyst to Data Scientist

Are you a Data Analyst looking to break into data science? If so, this post is f...

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7 Powerful DBeaver Tips and Tricks to Improve Your SQL Workflow

7 Powerful DBeaver Tips and Tricks to Improve Your SQL ...

Straight-to-the-point tips for the best SQL IDE. The post 7 Powerful DBeaver Ti...

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How to Use an LLM-Powered Boilerplate for Building Your Own Node.js API

How to Use an LLM-Powered Boilerplate for Building Your...

For a long time, one of the common ways to start new Node.js projects was using ...

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Reinforcement Learning with PDEs

Reinforcement Learning with PDEs

Previously we discussed applying reinforcement learning to Ordinary Differential...

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How To Generate GIFs from 3D Models with Python

How To Generate GIFs from 3D Models with Python

Complete Tutorial to Automate 3D Data Visualization. Use Python to convert point...

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Unraveling Spatially Variable Genes: A Statistical Perspective on Spatial Transcriptomics

Unraveling Spatially Variable Genes: A Statistical Pers...

The article was written by Guanao Yan, Ph.D. student of Statistics and Data Scie...

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