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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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How I Became an AI Engineer — Roshan Kumar

How I Became an AI Engineer — Roshan Kumar

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1 min read
16 Performance Boost and 98% Cost Reduction: A Dive into the Upgraded SLS Vector Indexing Architecture

16 Performance Boost and 98% Cost Reduction: A Dive into the Upgraded SLS Vector Indexing Architecture

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5 min read
A Máquina que "Lê" Código: Entre o Autocompletar e o Entendimento

A Máquina que "Lê" Código: Entre o Autocompletar e o Entendimento

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15 min read
Logistic Regression, But Make It Tea: ML Basics Served Hot

Logistic Regression, But Make It Tea: ML Basics Served Hot

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4 min read
Why Most NLP Projects Fail Outside Jupyter Notebook.

Why Most NLP Projects Fail Outside Jupyter Notebook.

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3 min read
🍵 The Tea Story That Teaches ML: Cost Function, Gradient Descent, Learning Rate & Evaluation Metrics

🍵 The Tea Story That Teaches ML: Cost Function, Gradient Descent, Learning Rate & Evaluation Metrics

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3 min read
Building a Decentralized AI Training Network: Challenges and Opportunities

Building a Decentralized AI Training Network: Challenges and Opportunities

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5 min read
Beyond Accuracy: The 73+ Dimensions of AI Agent Quality

Beyond Accuracy: The 73+ Dimensions of AI Agent Quality

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3 min read
Edge ML Has a Size Obsession

Edge ML Has a Size Obsession

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9 min read
How to Reduce LLM Costs by 40% in 24 Hours (2025)

How to Reduce LLM Costs by 40% in 24 Hours (2025)

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8 min read
Scale AI Innovation: How AWS Well-Architected Lenses Drive Efficient Development

Scale AI Innovation: How AWS Well-Architected Lenses Drive Efficient Development

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5 min read
The Missing Piece in AI Agents: Continual Learning

The Missing Piece in AI Agents: Continual Learning

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6 min read
Integrating Deepgram for Real-Time ASR in Voice Agent Pipelines: A Developer's Journey

Integrating Deepgram for Real-Time ASR in Voice Agent Pipelines: A Developer's Journey

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12 min read
How to Adapt Tone to User Sentiment in Voice AI and Integrate Calendar Checks

How to Adapt Tone to User Sentiment in Voice AI and Integrate Calendar Checks

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12 min read
The "Triad Protocol": A Proposed Neuro-Symbolic Architecture for AGI Alignment

The "Triad Protocol": A Proposed Neuro-Symbolic Architecture for AGI Alignment

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2 min read
Zero-to-Scale ML: Deploying ONNX Models on Kubernetes with FastAPI and HPA

Zero-to-Scale ML: Deploying ONNX Models on Kubernetes with FastAPI and HPA

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2 min read
CNN vs Transformer – A Visual Comparison

CNN vs Transformer – A Visual Comparison

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3 min read
Rapid Deployment of AI Voice Agents Using No-Code Builders

Rapid Deployment of AI Voice Agents Using No-Code Builders

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10 min read
I Built an ML Platform to Monitor Africa's $700B Debt Crisis - Here's What I Learned

I Built an ML Platform to Monitor Africa's $700B Debt Crisis - Here's What I Learned

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7 min read
Serverless ML on AWS: How I Cut Inference Costs by 99% with Lambda & ONNX

Serverless ML on AWS: How I Cut Inference Costs by 99% with Lambda & ONNX

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5 min read
Why Mathematics Is Essential in Machine Learning

Why Mathematics Is Essential in Machine Learning

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3 min read
Neuroevolution of Augmenting Topologies in JavaScript

Neuroevolution of Augmenting Topologies in JavaScript

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1 min read
Cracking Open Logistic Regression with Excel: ML Advent Calendar Day 12

Cracking Open Logistic Regression with Excel: ML Advent Calendar Day 12

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3 min read
Why Python Isn’t Enough: What Enterprises Miss When They Think of AI Only as a Data Science Problem

Why Python Isn’t Enough: What Enterprises Miss When They Think of AI Only as a Data Science Problem

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4 min read
Local LLMs for Laptops 2026: Run Qwen, Llama, SmolLM

Local LLMs for Laptops 2026: Run Qwen, Llama, SmolLM

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5 min read
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