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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Large Models of What? Mistaking Engineering Achievements for Human Linguistic Agency

Large Models of What? Mistaking Engineering Achievements for Human Linguistic Agency

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4 min read
Reducing the Filtering Effect in Public School Admissions: A Bias-aware Analysis for Targeted Interventions

Reducing the Filtering Effect in Public School Admissions: A Bias-aware Analysis for Targeted Interventions

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4 min read
Qwen2 Technical Report

Qwen2 Technical Report

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4 min read
Backpropagation through space, time, and the brain

Backpropagation through space, time, and the brain

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3 min read
Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

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4 min read
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

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4 min read
On scalable oversight with weak LLMs judging strong LLMs

On scalable oversight with weak LLMs judging strong LLMs

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3 min read
Parametric Matrix Models

Parametric Matrix Models

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4 min read
Accuracy is Not All You Need

Accuracy is Not All You Need

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4 min read
xLSTMTime : Long-term Time Series Forecasting With xLSTM

xLSTMTime : Long-term Time Series Forecasting With xLSTM

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4 min read
AutoBencher: Creating Salient, Novel, Difficult Datasets for Language Models

AutoBencher: Creating Salient, Novel, Difficult Datasets for Language Models

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3 min read
Applying LLM to build Digital Medical Record System: From Paper to Structured Data

Applying LLM to build Digital Medical Record System: From Paper to Structured Data

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8 min read
Handling Outliers|| Feature Engineering || Machine Learning

Handling Outliers|| Feature Engineering || Machine Learning

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5 min read
The Gemika's Magical Guide to Sorting Hogwarts Students using the Decision Tree Algorithm (Part #4)

The Gemika's Magical Guide to Sorting Hogwarts Students using the Decision Tree Algorithm (Part #4)

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14 min read
Integrated Traffic Management System with Predictive Modeling and Visualization

Integrated Traffic Management System with Predictive Modeling and Visualization

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3 min read
Let’s Build Small AI Buzz, Offer ‘Claim Processing’ to Mid/Big Companies

Let’s Build Small AI Buzz, Offer ‘Claim Processing’ to Mid/Big Companies

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2 min read
Use AWS Generative AI CDK constructs to speed up app development

Use AWS Generative AI CDK constructs to speed up app development

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5 min read
Computer Vision Meetup: 5 Handy Ways to Use Embeddings, the Swiss Army Knife of AI 42:40

Computer Vision Meetup: 5 Handy Ways to Use Embeddings, the Swiss Army Knife of AI

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1 min read
Integration of Artificial Intelligence and Machine Learning in Cloud Security

Integration of Artificial Intelligence and Machine Learning in Cloud Security

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5 min read
Mathematics for Machine Learning - Day 9

Mathematics for Machine Learning - Day 9

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5 min read
Running Llama 3, Mixtral, and GPT-4o

Running Llama 3, Mixtral, and GPT-4o

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8 min read
Utilizing Kubernetes for an Effective MLOps Platform

Utilizing Kubernetes for an Effective MLOps Platform

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16 min read
Feature Engineering in ML

Feature Engineering in ML

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3 min read
Artificial Intelligence with ML.NET for text classifications

Artificial Intelligence with ML.NET for text classifications

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

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

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4 min read
Can ChatGPT Pass a Theory of Computing Course?

Can ChatGPT Pass a Theory of Computing Course?

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

K Means Clustering, Clustering: Unsupervised Machine Learning

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4 min read
SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

SpreadsheetLLM: Encoding Spreadsheets for Large Language Models

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4 min read
Transformer Layers as Painters

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

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

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3 min read
SparQ Attention: Bandwidth-Efficient LLM Inference

SparQ Attention: Bandwidth-Efficient LLM Inference

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4 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

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

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

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

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

K Nearest Neighbors Classification, Classification: Supervised Machine Learning

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4 min read
Gemini API 102a: Putting together basic GenAI web apps

Gemini API 102a: Putting together basic GenAI web apps

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13 min read
How AI in Education is Revolutionizing Education 4.0?

How AI in Education is Revolutionizing Education 4.0?

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4 min read
GPGPU: Harnessing GPU Power for General-Purpose Computing

GPGPU: Harnessing GPU Power for General-Purpose Computing

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5 min read
Different Encoding Methods for your Dataset.

Different Encoding Methods for your Dataset.

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7 min read
MLOps: To Build or Buy? Navigating the Decision for Your Organization

MLOps: To Build or Buy? Navigating the Decision for Your Organization

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7 min read
Week 1: Exploring AI with Andrew Ng, Python Mastery, and Freelancing Adventures

Week 1: Exploring AI with Andrew Ng, Python Mastery, and Freelancing Adventures

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2 min read
Mathematics for Machine Learning - Day 8

Mathematics for Machine Learning - Day 8

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

AdaBoost - Ensemble Method, Classification: Supervised Machine Learning

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7 min read
Decision Tree, Classification: Supervised Machine Learning

Decision Tree, Classification: Supervised Machine Learning

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7 min read
10 Open Source Large Language Models (LLMs) to Transform Your Projects

10 Open Source Large Language Models (LLMs) to Transform Your Projects

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2 min read
Data Normalization in Machine Learning

Data Normalization in Machine Learning

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1 min read
Logistic Regression, Classification: Supervised Machine Learning

Logistic Regression, Classification: Supervised Machine Learning

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10 min read
Getting started on AWS DeepRacer🏎️

Getting started on AWS DeepRacer🏎️

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2 min read
Mathematics for Machine Learning - Day 7

Mathematics for Machine Learning - Day 7

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7 min read
# 🌳 Dive into Decision Trees: A Fun Guide! 🌳

# 🌳 Dive into Decision Trees: A Fun Guide! 🌳

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

K Nearest Neighbors Regression, Regression: Supervised Machine Learning

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4 min read
Lasso Regression, Regression: Supervised Machine Learning

Lasso Regression, Regression: Supervised Machine Learning

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4 min read
Ridge Regression, Regression: Supervised Machine Learning

Ridge Regression, Regression: Supervised Machine Learning

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6 min read
Security in LLMs: Safeguarding AI Systems - V

Security in LLMs: Safeguarding AI Systems - V

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7 min read
Attention Mechanisms in Deep Learning: Unlocking New Capabilities

Attention Mechanisms in Deep Learning: Unlocking New Capabilities

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3 min read
Linear Regression, Regression: Supervised Machine Learning

Linear Regression, Regression: Supervised Machine Learning

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16 min read
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