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Data Science

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

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Solving the SQL Murder Mystery: A Step-by-Step Guide
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Solving the SQL Murder Mystery: A Step-by-Step Guide

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4 min read
Human-in-the-Loop Visual Re-ID for Population Size Estimation
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Human-in-the-Loop Visual Re-ID for Population Size Estimation

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4 min read
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models
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SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

5
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4 min read
SparQ Attention: Bandwidth-Efficient LLM Inference
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SparQ Attention: Bandwidth-Efficient LLM Inference

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4 min read
Transformer Layers as Painters
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Transformer Layers as Painters

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3 min read
CodeUpdateArena: Benchmarking Knowledge Editing on API Updates

CodeUpdateArena: Benchmarking Knowledge Editing on API Updates

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4 min read
Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs
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Towards Enhancing Coherence in Extractive Summarization: Dataset and Experiments with LLMs

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3 min read
UNSAT Solver Synthesis via Monte Carlo Forest Search

UNSAT Solver Synthesis via Monte Carlo Forest Search

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4 min read
Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures
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Beyond Euclid: An Illustrated Guide to Modern Machine Learning with Geometric, Topological, and Algebraic Structures

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5 min read
WildGaussians: 3D Gaussian Splatting in the Wild
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WildGaussians: 3D Gaussian Splatting in the Wild

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3 min read
TurboTLS: TLS connection establishment with 1 less round trip

TurboTLS: TLS connection establishment with 1 less round trip

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5 min read
Agent Attention: On the Integration of Softmax and Linear Attention
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Agent Attention: On the Integration of Softmax and Linear Attention

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4 min read
Adapting Large Language Models via Reading Comprehension

Adapting Large Language Models via Reading Comprehension

2
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4 min read
K Means Clustering, Clustering: Unsupervised Machine Learning
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K Means Clustering, Clustering: Unsupervised Machine Learning

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4 min read
K Nearest Neighbors Classification, Classification: Supervised Machine Learning
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K Nearest Neighbors Classification, Classification: Supervised Machine Learning

5
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4 min read
Different Encoding Methods for your Dataset.
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Different Encoding Methods for your Dataset.

2
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7 min read
Beating the Odds: The Mathematics Behind Casino Profits
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Beating the Odds: The Mathematics Behind Casino Profits

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5 min read
AdaBoost - Ensemble Method, Classification: Supervised Machine Learning
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AdaBoost - Ensemble Method, Classification: Supervised Machine Learning

6
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7 min read
Data Normalization in Machine Learning

Data Normalization in Machine Learning

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1 min read
Decision Tree, Classification: Supervised Machine Learning
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Decision Tree, Classification: Supervised Machine Learning

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7 min read
Logistic Regression, Classification: Supervised Machine Learning
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Logistic Regression, Classification: Supervised Machine Learning

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10 min read
Alpha-Beta Pruning in AI

Alpha-Beta Pruning in AI

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1 min read
K8Studio CloudMaps: Using Maps to master Kubernetes observability
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K8Studio CloudMaps: Using Maps to master Kubernetes observability

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4 min read
K Nearest Neighbors Regression, Regression: Supervised Machine Learning
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K Nearest Neighbors Regression, Regression: Supervised Machine Learning

5
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4 min read
Lasso Regression, Regression: Supervised Machine Learning
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Lasso Regression, Regression: Supervised Machine Learning

6
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4 min read
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