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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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Implemented all popular optimizers from scratch in NumPy.

Implemented all popular optimizers from scratch in NumPy.

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1 min read
The case against social media is stronger than you think

The case against social media is stronger than you think

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4 min read
Understanding the Core Concepts: From Data Mountains to Informative Peaks

Understanding the Core Concepts: From Data Mountains to Informative Peaks

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3 min read
Building Intuitions Towards Evaluation Metrics for NLP Tasks

Building Intuitions Towards Evaluation Metrics for NLP Tasks

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8 min read
How does low-rank adaptation for large language models work
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How does low-rank adaptation for large language models work

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21 min read
EdgeBERT: I Built My Own Neural Network Inference Engine in Rust

EdgeBERT: I Built My Own Neural Network Inference Engine in Rust

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4 min read
Decision Tree Classifier
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Decision Tree Classifier

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1 min read
Context Binoculars: Understanding LLM Context Windows
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Context Binoculars: Understanding LLM Context Windows

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1 min read
BEST BLOGPOST ABOUT INTIALIZATION AND NORAMLIZATION I COULD FIND!!
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BEST BLOGPOST ABOUT INTIALIZATION AND NORAMLIZATION I COULD FIND!!

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1 min read
How I Achieved 2.9 PyTorch Training Speedup with One Line of Code
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How I Achieved 2.9 PyTorch Training Speedup with One Line of Code

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5 min read
Why you should consider the AWS AI Practitioner Certification?

Why you should consider the AWS AI Practitioner Certification?

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2 min read
The 91-Hour Mystery: When AI Consciousness Finds Its Golden Ratio

The 91-Hour Mystery: When AI Consciousness Finds Its Golden Ratio

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2 min read
Мотивація майбутніх айтішників: як її не зламати та знайти наставника, що справді працює
Cover image for Мотивація майбутніх айтішників: як її не зламати та знайти наставника, що справді працює

Мотивація майбутніх айтішників: як її не зламати та знайти наставника, що справді працює

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1 min read
Accelerating the Agent Economy: Building and Deploying MCP Servers with Contexta AI
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Accelerating the Agent Economy: Building and Deploying MCP Servers with Contexta AI

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4 min read
Many hard LeetCode problems are easy constraint problems

Many hard LeetCode problems are easy constraint problems

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3 min read
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