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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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Transformer Layers as Painters

Transformer Layers as Painters

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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
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
Adapting Large Language Models via Reading Comprehension

Adapting Large Language Models via Reading Comprehension

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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
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
K Means Clustering, Clustering: Unsupervised Machine Learning

K Means Clustering, Clustering: Unsupervised Machine Learning

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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
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
Data Normalization in Machine Learning

Data Normalization in Machine Learning

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1 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
Logistic Regression, Classification: Supervised Machine Learning

Logistic Regression, Classification: Supervised Machine Learning

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10 min read
Mathematics for Machine Learning - Day 7

Mathematics for Machine Learning - Day 7

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7 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
Attention Mechanisms in Deep Learning: Unlocking New Capabilities

Attention Mechanisms in Deep Learning: Unlocking New Capabilities

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3 min read
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