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HtFLlib: A Unified Benchmarking Library for Evaluating Heterogeneous Federated Learning Methods Across Modalities
AI institutions develop heterogeneous models for specific tasks but face data scarcity challenges during training...
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 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 Build an End-to-End Data Science Workflow with Machine Learning, Interpretability, and Gemini AI Assistance?
In this tutorial, we walk through an advanced end-to-end data science workflow where we combine...
How to Build an Advanced Voice AI Pipeline with WhisperX for Transcription, Alignment, Analysis, and Export?
In this tutorial, we walk through an advanced implementation of WhisperX, where we explore transcription...
How to Build an Advanced Agentic Retrieval-Augmented Generation (RAG) System with Dynamic Strategy and Smart Retrieval?
In this tutorial, we walk through the implementation of an Agentic Retrieval-Augmented Generation (RAG) system...
How to Build a Multilingual OCR AI Agent in Python with EasyOCR and OpenCV
In this tutorial, we build an Advanced OCR AI Agent in Google Colab using EasyOCR...
How to Build a Complete End-to-End NLP Pipeline with Gensim: Topic Modeling, Word Embeddings, Semantic Search, and Advanced Text Analysis
In this tutorial, we present a complete end-to-end Natural Language Processing (NLP) pipeline built with...
How to Build a Basic AI Stock Market Analyzer Using APIs
A Step-by-Step Guide to Fetching Stock Data and Generating AI-Powered Analysis with JavaScript and OpenAI...
How The Ottawa Hospital uses AI ambient voice capture to reduce physician burnout by 70%, achieve 97% patient satisfaction
TOH is using Microsoft’s DAX Copilot to capture physician-patient conversations and generate draft clinical notes...
