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Data Science

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

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🎬 From image to text data... to image...to movie clip.
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🎬 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
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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
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Uncovering and Solving Data Wrangling Issues with Property-Based Testing

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13 min read
Evaluation Metrics: Machine Learning Models 🤖🐍
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Evaluation Metrics: Machine Learning Models 🤖🐍

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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
How to Capitalize String Python Dataframe Pandas
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How to Capitalize String Python Dataframe Pandas

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1 min read
Text clustering with LLM embeddings
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Text clustering with LLM embeddings

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4 min read
Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code

Generate and Pray: Using SALLMS to Evaluate the Security of LLM Generated Code

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4 min read
Certifiably Robust RAG against Retrieval Corruption
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Certifiably Robust RAG against Retrieval Corruption

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4 min read
Recapping the AI, Machine Learning and Data Science Meetup - May 30, 2024
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Recapping the AI, Machine Learning and Data Science Meetup - May 30, 2024

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6 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
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
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An Introduction to Vision-Language Modeling

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4 min read
Relightable Gaussian Codec Avatars

Relightable Gaussian Codec Avatars

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

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3 min read
Context Injection Attacks on Large Language Models
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Context Injection Attacks on Large Language Models

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

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

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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
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
Training-Free Long-Context Scaling of Large Language Models
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Training-Free Long-Context Scaling of Large Language Models

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4 min read
Is Complexity an Illusion?

Is Complexity an Illusion?

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

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3 min read
Grokfast: Accelerated Grokking by Amplifying Slow Gradients
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Grokfast: Accelerated Grokking by Amplifying Slow Gradients

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

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4 min read
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