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How uncrewed narco subs could transform the Colombian drug trade
On a bright morning last April, a surveillance plane operated by the Colombian military spotted...
How to Use the SHAP-IQ Package to Uncover and Visualize Feature Interactions in Machine Learning Models Using Shapley Interaction Indices (SII)
In this tutorial, we explore how to use the SHAP-IQ package to uncover and visualize...
How to Optimize Language Model Size for Deployment
The rise of language models, and more specifically large language models (LLMs), has been of...
How to Leverage Synthetic Speech for LLM-Based ASR Systems?
arXiv:2606.29031v2 Announce Type: replace Abstract: In regulated domains such as banking and healthcare, where privacy...
How to Implement Functional Components of Transformer and Mini-GPT Model from Scratch Using Tinygrad to Understand Deep Learning Internals
In this tutorial, we explore how to build neural networks from scratch using Tinygrad while...
How to Fine-Tune a Local Mistral or Llama 3 Model on Your Own Dataset
Large language models (LLMs) like Mistral 7B and Llama 3 8B have shaken the AI...
How to Extract Key Information from Text Using Named Entity Recognition (NER) with spaCy
Have you ever wished you could automatically pull out names, places, dates, and organizations from...
How to Evaluate Voice Agents in 2025: Beyond Automatic Speech Recognition (ASR) and Word Error Rate (WER) to Task Success, Barge-In, and Hallucination-Under-Noise
Table of contents Why WER Isn’t Enough ? What to Measure (and How) ? Benchmark...
How to Design Python-First Interactive Dashboards with Prefab Reactive UI Components and Static HTML Export
In this tutorial, we build a Prefab application that demonstrates how to create interactive dashboards...
How to Design Production-Grade Mock Data Pipelines Using Polyfactory with Dataclasses, Pydantic, Attrs, and Nested Models
In this tutorial, we walk through an advanced, end-to-end exploration of Polyfactory, focusing on how...
How to Design an Autonomous Multi-Agent Data and Infrastructure Strategy System Using Lightweight Qwen Models for Efficient Pipeline Intelligence?
In this tutorial, we build an Agentic Data and Infrastructure Strategy system using the lightweight...
How to Design a Fully Streaming Voice Agent with End-to-End Latency Budgets, Incremental ASR, LLM Streaming, and Real-Time TTS
In this tutorial, we build an end-to-end streaming voice agent that mirrors how modern low-latency...
