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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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Projecting ML to Reality: Physics-Consistent Predictions in 3D Space

Projecting ML to Reality: Physics-Consistent Predictions in 3D Space

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2 min read
📊 Comprehensive Guide to Enhanced Visualization Notebooks

📊 Comprehensive Guide to Enhanced Visualization Notebooks

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19 min read
Going Live: How I Deployed My Water Quality ML API to the Cloud in 5 Minutes

Going Live: How I Deployed My Water Quality ML API to the Cloud in 5 Minutes

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3 min read
Stock Price Prediction by ML Models

Stock Price Prediction by ML Models

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1 min read
Train a Custom Z‑Image Turbo LoRA with the Ostris AI Toolkit (RunPod Edition)

Train a Custom Z‑Image Turbo LoRA with the Ostris AI Toolkit (RunPod Edition)

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5 min read
My First Public ML Talk: Human-in-the-Loop Agent-in-the-Loop (Dec 16, DataTalks.Club)

My First Public ML Talk: Human-in-the-Loop Agent-in-the-Loop (Dec 16, DataTalks.Club)

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2 min read
AI vs ML vs DL vs GenAI: Demystifying the Buzzwords

AI vs ML vs DL vs GenAI: Demystifying the Buzzwords

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3 min read
Fixing Identity Drift in AI Image Generation with a Deterministic Constraint Layer (Minimal PoC Inside)

Fixing Identity Drift in AI Image Generation with a Deterministic Constraint Layer (Minimal PoC Inside)

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2 min read
Data Leakage — The Silent Accuracy Killer (Part 2)

Data Leakage — The Silent Accuracy Killer (Part 2)

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3 min read
Beyond Gradient Descent: A New Era of Efficient Global Optimization for AI

Beyond Gradient Descent: A New Era of Efficient Global Optimization for AI

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2 min read
Feature Drift & Concept Drift — Why Models Rot in Production (Part 3)

Feature Drift & Concept Drift — Why Models Rot in Production (Part 3)

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3 min read
Decoding the Beautiful Game: AI's Play-by-Play Revolution by Arvind Sundararajan

Decoding the Beautiful Game: AI's Play-by-Play Revolution by Arvind Sundararajan

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2 min read
大模型微调:SFT

大模型微调:SFT

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1 min read
Fran Sans – font inspired by San Francisco light rail displays

Fran Sans – font inspired by San Francisco light rail displays

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4 min read
Global Optimization: Finding the Needle in a Haystack – Faster by Arvind Sundararajan

Global Optimization: Finding the Needle in a Haystack – Faster by Arvind Sundararajan

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2 min read
How I Reached 84.35% on CIFAR-100 Using ResNet-50 (PyTorch Guide)

How I Reached 84.35% on CIFAR-100 Using ResNet-50 (PyTorch Guide)

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2 min read
Show HN: Forty.News – Daily news, but on a 40-year delay

Show HN: Forty.News – Daily news, but on a 40-year delay

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4 min read
Multimodal Diffusion Language Models for Thinking-Aware Editing and Generation

Multimodal Diffusion Language Models for Thinking-Aware Editing and Generation

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4 min read
RAG Will Never Be the Same After Gemini File Search Tool

RAG Will Never Be the Same After Gemini File Search Tool

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8 min read
Designing a Secure, Automated Virtual Datacenter for Multi-Tenant Virtualization

Designing a Secure, Automated Virtual Datacenter for Multi-Tenant Virtualization

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7 min read
AI for Earth: Automating Water Quality Monitoring with Machine Learning

AI for Earth: Automating Water Quality Monitoring with Machine Learning

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3 min read
Cracking the Medical Coding Challenge: Fine-Tuning BioBERT for ICD-10 Classification (Part 1)

Cracking the Medical Coding Challenge: Fine-Tuning BioBERT for ICD-10 Classification (Part 1)

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11 min read
Robot Reflection: Unlocking Ingenious AI with Self-Aware Machines

Robot Reflection: Unlocking Ingenious AI with Self-Aware Machines

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2 min read
Scaling Customer Analytics: Designing ML Pipelines for Millions of Users

Scaling Customer Analytics: Designing ML Pipelines for Millions of Users

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7 min read
From Jupyter Notebook to Production: Deploying a Water Quality ML Model with Docker

From Jupyter Notebook to Production: Deploying a Water Quality ML Model with Docker

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3 min read
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