AI Power Progress iA
Foundations: Math + Machine Learning
Core math, ML theory, and practical intuition for model building.
Open TrackTracks
Course Tracks
Curated learning paths built from open courses, docs, tools, and datasets.
Browse Tracks
Deep Learning Practice
Hands-on deep learning, training loops, and production workflows.
Open TrackNLP + Large Language Models
Transformers, LLM training, and modern NLP practice.
Open TrackComputer Vision + Imaging
Visual representation learning and image analysis systems.
Open TrackReinforcement Learning
Policy optimization and agent training with open resources.
Open TrackDistributed AI + MLOps
Scale training, orchestration, and deployment with modern tools.
Open TrackSignals + Communications (DSP / RF / SDR)
Signals, DSP, and digital communications foundations + practical SDR tooling.
Open TrackEnergy + Power Systems
Open energy datasets and modeling/simulation stacks for power + energy transfer engineering.
Open TrackVibration + Frequency Analysis (PHM)
Vibration datasets + core signal processing/anomaly detection baselines for condition monitoring.
Open TrackCircuits + PCB + RF Engineering
Circuit simulation + PCB design tools and EM/RF analysis resources.
Open Track