practical-ai

Professional PyTorch CLI learning tool with 24 comprehensive lessons - From tensor basics to ExecutorTorch deployment with interactive examples

Interactive AI lesson library in markdown for beginners learning prompts, privacy, research, writing, and practical AI use

Claude AI cookbook recipes — forked and annotated by Chris Izworski for practical AI learning.

Windows tray push-to-talk transcription with local Whisper. CUDA, DirectML, and CPU backends. Focused-window autopaste, privacy-first. Production desktop AI, not a demo.

Offline trip-safety GUI and batch inference with a 19-feature decision-tree pipeline, 63 tests, and a reproducible ~78.8 MB Windows executable smoke test.

Practical AI reference guides by Chris Izworski — Building a Daily AI Practice, The Jagged Frontier, AI as Infrastructure

Practical AI decision-support tools and the Find–Fence–Forge method. Developed by Krystal Friesth for Acute Incite and taught through theCommons Academy. FrictionIndex and HOZ Mapper are free; True-Net ROI Canvas is part of Academy membership.

PySpark/MySQL driver-safety ETL with staging and star-schema layers, validated SQL fragments, IQR/PCA outlier logic, Power BI artifacts, and 16 offline tests.

Problem-led guide to SAP, enterprise architecture, integration, data, assurance, and practical AI projects.

Independent Norwegian workshop building useful software, practical AI workflows, small web experiments and the occasional strange side quest.