A Complete End-to-End Coding Guide to MLflow Experiment Tracking, Hyperparameter Optimization, Model Evaluation, and Live Model Deployment
มีนาคม 1, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)In this tutorial, we build a complete, production-grade ML experimentation and deployment workflow using MLflow...
A Comparison of Traditional Machine Learning Algorithms and LSTM-Based Deep Learning Models for Email Sentiment Analysis
พฤษภาคม 6, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)arXiv:2605.03440v1 Announce Type: new Abstract: The rapid growth of electronic communication has necessitated more robust...
A Coding Tutorial on Datashader on Rendering Massive Datasets with High-Performance Python Visual Analytics
เมษายน 26, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)In this tutorial, we explore Datashader, a powerful, high-performance visualization library for rendering massive datasets...
A Coding Tutorial for Running PrismML Bonsai 1-Bit LLM on CUDA with GGUF, Benchmarking, Chat, JSON, and RAG
เมษายน 19, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)In this tutorial, we implement how to run the Bonsai 1-bit large language model efficiently...
A Coding Implementation to Training, Optimizing, Evaluating, and Interpreting Knowledge Graph Embeddings with PyKEEN
กุมภาพันธ์ 1, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)In this tutorial, we walk through an end-to-end, advanced workflow for knowledge graph embeddings using...
A Coding Implementation to Parsing, Analyzing, Visualizing, and Fine-Tuning Agent Reasoning Traces Using the lambda/hermes-agent-reasoning-traces Dataset
พฤษภาคม 2, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)In this tutorial, we explore the lambda/hermes-agent-reasoning-traces dataset to understand how agent-based models think, use...
A Coding Implementation to Establish Rigorous Prompt Versioning and Regression Testing Workflows for Large Language Models using MLflow
กุมภาพันธ์ 9, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply...
A Coding Implementation to Design a Stateful Tutor Agent with Long-Term Memory, Semantic Recall, and Adaptive Practice Generation
กุมภาพันธ์ 16, 2026admin NUAI,Committee,ข่าว,Uncategorized(0)In this tutorial, we build a fully stateful personal tutor agent that moves beyond short-lived...
A Coding Implementation to Build and Train Advanced Architectures with Residual Connections, Self-Attention, and Adaptive Optimization Using JAX, Flax, and Optax
พฤศจิกายน 11, 2025admin NUAI,Committee,ข่าว,Uncategorized(0)In this tutorial, we explore how to build and train an advanced neural network using...
