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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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The Only Roadmap You Need to Become an AI/ML Engineer

The Only Roadmap You Need to Become an AI/ML Engineer

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5 min read
AI That Doesn't Break the Rules: Bridging the Gap Between Learning and Safety

AI That Doesn't Break the Rules: Bridging the Gap Between Learning and Safety

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2 min read
The Unexpected Ascent: A Novel Optimizer Reimagines Memory in AI

The Unexpected Ascent: A Novel Optimizer Reimagines Memory in AI

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2 min read
See the Unseen: Blending Fisheye and Pinhole Vision for Next-Gen 3D Scanning

See the Unseen: Blending Fisheye and Pinhole Vision for Next-Gen 3D Scanning

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2 min read
🚢 Titanic App Streamlit "Machine Learning Scikit Learn-Random Forest"

🚢 Titanic App Streamlit "Machine Learning Scikit Learn-Random Forest"

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3 min read
AI CEOs: Can Language Models Lead the Boardroom?

AI CEOs: Can Language Models Lead the Boardroom?

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2 min read
Unlock the World in 3D: AI Bridges the Depth Gap Between Phone Cameras

Unlock the World in 3D: AI Bridges the Depth Gap Between Phone Cameras

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2 min read
Slicing the Cost: Democratizing LLM Training with Fine-Grained Data Packing by Arvind Sundararajan

Slicing the Cost: Democratizing LLM Training with Fine-Grained Data Packing by Arvind Sundararajan

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2 min read
OCR and summarizer app

OCR and summarizer app

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1 min read
Designing agentic loops

Designing agentic loops

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4 min read
Cracking the Code: Decoding LLM Thought with Vector Symbolic Bridges

Cracking the Code: Decoding LLM Thought with Vector Symbolic Bridges

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2 min read
The AI Trustworthiness Pareto: Balancing Compression, Accuracy, and Identifiability by Arvind Sundararajan

The AI Trustworthiness Pareto: Balancing Compression, Accuracy, and Identifiability by Arvind Sundararajan

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2 min read
The complete guide to evals

The complete guide to evals

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3 min read
AI Models: Small vs. Large - Choosing the Right Scale for ROI

AI Models: Small vs. Large - Choosing the Right Scale for ROI

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3 min read
Understanding Classification in Supervised Learning

Understanding Classification in Supervised Learning

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3 min read
The Machines That Hear What You Feel

The Machines That Hear What You Feel

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3 min read
Challenges to adapt AI-based Video Codecs

Challenges to adapt AI-based Video Codecs

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5 min read
Decoding the Black Box: Visualizing LLM Thought Processes with Vector Spaces by Arvind Sundararajan

Decoding the Black Box: Visualizing LLM Thought Processes with Vector Spaces by Arvind Sundararajan

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2 min read
Adaptive AI: Unleash the Power of Dynamic Block Decoding for Faster, Smarter LLMs

Adaptive AI: Unleash the Power of Dynamic Block Decoding for Faster, Smarter LLMs

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2 min read
Unlocking Data Efficiency: The Compression Sweet Spot with Pareto Optimization by Arvind Sundararajan

Unlocking Data Efficiency: The Compression Sweet Spot with Pareto Optimization by Arvind Sundararajan

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2 min read
GPU Container Checkpoint/Restore with CRIUgpu: Zero-Downtime Live Migration for ML Workloads

GPU Container Checkpoint/Restore with CRIUgpu: Zero-Downtime Live Migration for ML Workloads

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5 min read
AI-Driven DevOps: How AIOps is Transforming Observability, Incident Response, and Automation

AI-Driven DevOps: How AIOps is Transforming Observability, Incident Response, and Automation

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3 min read
What is AGI? A Simple Guide to Artificial General Intelligence

What is AGI? A Simple Guide to Artificial General Intelligence

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2 min read
How We Used RAG to Power an AI-First Internal Tool Builder

How We Used RAG to Power an AI-First Internal Tool Builder

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2 min read
Comprehension Debt: The Ticking Time Bomb of LLM-Generated Code

Comprehension Debt: The Ticking Time Bomb of LLM-Generated Code

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4 min read
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