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Data Science

Data Science allows us to extract meaning from and interpret data.

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Exploring Multicollinearity: Strategies for Detecting and Managing Correlated Predictors in Regression Analysis
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Exploring Multicollinearity: Strategies for Detecting and Managing Correlated Predictors in Regression Analysis

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3 min read
Unravelling Linearity: My Journey in Regression Modeling
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Unravelling Linearity: My Journey in Regression Modeling

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3 min read
Independence of Errors: A Guide to Validating Linear Regression Assumptions
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Independence of Errors: A Guide to Validating Linear Regression Assumptions

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3 min read
LLMs are secretly good at regression calculations

LLMs are secretly good at regression calculations

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9 min read
Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning

Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning

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4 min read
The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest

The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest

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4 min read
The Topos of Transformer Networks

The Topos of Transformer Networks

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4 min read
Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings
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Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings

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4 min read
Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic
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Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic

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4 min read
Increased LLM Vulnerabilities from Fine-tuning and Quantization
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Increased LLM Vulnerabilities from Fine-tuning and Quantization

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4 min read
94% on CIFAR-10 in 3.29 Seconds on a Single GPU
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94% on CIFAR-10 in 3.29 Seconds on a Single GPU

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3 min read
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications
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From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications

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4 min read
From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples
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From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples

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4 min read
FiftyOne Computer Vision Tips and Tricks - April 12, 2024
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FiftyOne Computer Vision Tips and Tricks - April 12, 2024

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4 min read
Optical Character Recognition with PyTesseract
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Optical Character Recognition with PyTesseract

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9 min read
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