AI na ML hutumiwa katika nyanja nyingi — kutoka kwa mapendekezo na kutambua picha hadi kwa uchakataji wa lugha na otomatisering. Kuelewa matumizi ya kawaida hufahamisha mahali AI inatoa thamani na husaidia kutambua furaha.
Matumizi ya kawaida ya AI/ML
✓ RECOMMENDATIONS → suggest products, content, connections (Netflix, Amazon, social feeds)
✓ IMAGE/VIDEO → recognition, object detection, face recognition, medical imaging, OCR
✓ NATURAL LANGUAGE → translation, sentiment analysis, chatbots, summarization, search
✓ GENERATIVE → content creation (text, images, code) via LLMs/diffusion models
✓ PREDICTION/forecasting → demand, prices, risk, churn, predictive maintenance
✓ CLASSIFICATION → spam detection, fraud detection, categorization, content moderation
✓ SPEECH → speech-to-text, voice assistants, text-to-speech
✓ AUTOMATION → process automation, anomaly detection, decision support
✓ Personalization, search ranking, autonomous systems, and more
