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Data Science

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

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Beginner's Guide to Math's for Machine Learning

Beginner's Guide to Math's for Machine Learning

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2 min read
Assumption of Homoscedasticity : A Guide to verifying the Assumption of Constant Variance of Residuals

Assumption of Homoscedasticity : A Guide to verifying the Assumption of Constant Variance of Residuals

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3 min read
Zero-Shot Prediction Plugin for FiftyOne

Zero-Shot Prediction Plugin for FiftyOne

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8 min read
Day 1 of 30 : Machine Learning

Day 1 of 30 : Machine Learning

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2 min read
AI and Data Sets – Maximizing the Power of Data

AI and Data Sets – Maximizing the Power of Data

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3 min read
CodecLM: Aligning Language Models with Tailored Synthetic Data

CodecLM: Aligning Language Models with Tailored Synthetic Data

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4 min read
InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

InternLM-XComposer2-4KHD: A Pioneering Large Vision-Language Model Handling Resolutions from 336 Pixels to 4K HD

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3 min read
The Expressive Power of Transformers with Chain of Thought

The Expressive Power of Transformers with Chain of Thought

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5 min read
Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

Scaling (Down) CLIP: A Comprehensive Analysis of Data, Architecture, and Training Strategies

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3 min read
JetMoE: Reaching Llama2 Performance with 0.1M Dollars

JetMoE: Reaching Llama2 Performance with 0.1M Dollars

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4 min read
Vision Transformers Need Registers

Vision Transformers Need Registers

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4 min read
The Impact of Depth on Compositional Generalization in Transformer Language Models

The Impact of Depth on Compositional Generalization in Transformer Language Models

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4 min read
Rho-1: Not All Tokens Are What You Need

Rho-1: Not All Tokens Are What You Need

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4 min read
Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists

Algorithmic Collective Action in Recommender Systems: Promoting Songs by Reordering Playlists

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4 min read
Show Your Work with Confidence: Confidence Bands for Tuning Curves

Show Your Work with Confidence: Confidence Bands for Tuning Curves

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4 min read
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