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

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Understanding Machine Learning

Understanding Machine Learning

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1 min read
A Crescente Demanda por Profissionais com Habilidades em IA e Machine Learning

A Crescente Demanda por Profissionais com Habilidades em IA e Machine Learning

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2 min read
Mastering SQL Queries: A Comprehensive Guide for Beginners

Mastering SQL Queries: A Comprehensive Guide for Beginners

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AutoCodeRover: Autonomous Program Improvement

AutoCodeRover: Autonomous Program Improvement

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3 min read
The Illusion of State in State-Space Models

The Illusion of State in State-Space Models

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4 min read
Zero-shot Building Age Classification from Facade Image Using GPT-4

Zero-shot Building Age Classification from Facade Image Using GPT-4

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4 min read
The Best R Packages Every Data Scientist Should Use

The Best R Packages Every Data Scientist Should Use

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2 min read
"Day 44 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -22)

"Day 44 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -22)

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2 min read
"Day 45 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -24)

"Day 45 of My Learning Journey: Setting Sail into Data Excellence! Today's Focus: Mathematics for Data Analysis (Stats Day -24)

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1 min read
Tools Every Data Scientist Should Know

Tools Every Data Scientist Should Know

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2 min read
Recommender Systems in the Era of Large Language Models (LLMs)

Recommender Systems in the Era of Large Language Models (LLMs)

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4 min read
Large Language Models as Optimizers

Large Language Models as Optimizers

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4 min read
Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck

Why do small language models underperform? Studying Language Model Saturation via the Softmax Bottleneck

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4 min read
Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

Tiny Titans: Can Smaller Large Language Models Punch Above Their Weight in the Real World for Meeting Summarization?

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4 min read
H2O-Danube-1.8B Technical Report

H2O-Danube-1.8B Technical Report

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4 min read
Dataset Reset Policy Optimization for RLHF

Dataset Reset Policy Optimization for RLHF

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4 min read
Manipulating Large Language Models to Increase Product Visibility

Manipulating Large Language Models to Increase Product Visibility

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3 min read
CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs

CHOPS: CHat with custOmer Profile Systems for Customer Service with LLMs

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3 min read
The Curse of Recursion: Training on Generated Data Makes Models Forget

The Curse of Recursion: Training on Generated Data Makes Models Forget

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4 min read
BooookScore: A systematic exploration of book-length summarization in the era of LLMs

BooookScore: A systematic exploration of book-length summarization in the era of LLMs

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4 min read
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length

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ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

ResearchAgent: Iterative Research Idea Generation over Scientific Literature with Large Language Models

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TransformerFAM: Feedback attention is working memory

TransformerFAM: Feedback attention is working memory

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4 min read
Beginner's Guide to Math's for Machine Learning

Beginner's Guide to Math's for Machine Learning

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Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying

Tied-Lora: Enhancing parameter efficiency of LoRA with weight tying

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4 min read
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