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Data Science

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

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Navigating the Data Jungle. Data Analysis Software: A Comprehensive Guide

Navigating the Data Jungle. Data Analysis Software: A Comprehensive Guide

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11 min read
馃幀 From image to text data... to image...to movie clip.

馃幀 From image to text data... to image...to movie clip.

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1 min read
Pedaling Through Data: A Wheelie Fun Bike Rental Analysis with Python and PostgreSQL

Pedaling Through Data: A Wheelie Fun Bike Rental Analysis with Python and PostgreSQL

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4 min read
Uncovering and Solving Data Wrangling Issues with Property-Based Testing

Uncovering and Solving Data Wrangling Issues with Property-Based Testing

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13 min read
Evaluation Metrics: Machine Learning Models 馃馃悕

Evaluation Metrics: Machine Learning Models 馃馃悕

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3 min read
Difference between Data Analysts, Data Scientists, and Data Engineers

Difference between Data Analysts, Data Scientists, and Data Engineers

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1 min read
Elementary Logic And Proof Techniques

Elementary Logic And Proof Techniques

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7 min read
Recapping the AI, Machine Learning and Data Science Meetup鈥�-鈥奙ay 30,聽2024

Recapping the AI, Machine Learning and Data Science Meetup鈥�-鈥奙ay 30,聽2024

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6 min read
On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models

On the Brittle Foundations of ReAct Prompting for Agentic Large Language Models

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4 min read
An Introduction to Vision-Language Modeling

An Introduction to Vision-Language Modeling

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4 min read
Context Injection Attacks on Large Language Models

Context Injection Attacks on Large Language Models

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4 min read
Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings

Laboratory-Scale AI: Open-Weight Models are Competitive with ChatGPT Even in Low-Resource Settings

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3 min read
Relightable Gaussian Codec Avatars

Relightable Gaussian Codec Avatars

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4 min read
Contextual Position Encoding: Learning to Count What's Important

Contextual Position Encoding: Learning to Count What's Important

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4 min read
Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration

Compressed-Language Models for Understanding Compressed File Formats: a JPEG Exploration

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5 min read
LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

LISA: Layerwise Importance Sampling for Memory-Efficient Large Language Model Fine-Tuning

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4 min read
BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B

BadLlama: cheaply removing safety fine-tuning from Llama 2-Chat 13B

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4 min read
Faithful Logical Reasoning via Symbolic Chain-of-Thought

Faithful Logical Reasoning via Symbolic Chain-of-Thought

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3 min read
Training-Free Long-Context Scaling of Large Language Models

Training-Free Long-Context Scaling of Large Language Models

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4 min read
Oil & Water? Diffusion of AI Within and Across Scientific Fields

Oil & Water? Diffusion of AI Within and Across Scientific Fields

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3 min read
Certifiably Robust RAG against Retrieval Corruption

Certifiably Robust RAG against Retrieval Corruption

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4 min read
The Impacts of Data, Ordering, and Intrinsic Dimensionality on Recall in Hierarchical Navigable Small Worlds

The Impacts of Data, Ordering, and Intrinsic Dimensionality on Recall in Hierarchical Navigable Small Worlds

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4 min read
Grokfast: Accelerated Grokking by Amplifying Slow Gradients

Grokfast: Accelerated Grokking by Amplifying Slow Gradients

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4 min read
Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks

Rotational Equilibrium: How Weight Decay Balances Learning Across Neural Networks

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5 min read
Is Complexity an Illusion?

Is Complexity an Illusion?

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2 min read
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