Different flavors of AI/ML Control Productivity Machine Learning Supervised, Unsupervised, and reinforcement learning AutoML Automation for iterative tasks of ML AI Understand \ Interpret\ Learn\ and make decisions. Applied AI task-specific AI, and business logic as turnkey AI services. Azure ML Cognitive Services ML AI
What are Azure Applied AI Services? Extract actionable insights from your videos Proactively monitor metrics and diagnose issues Bring AI-powered cloud search to your mobile and web apps. Extract actionable insights from your videos Turn documents into usable data at a fraction of the time and cost Help users read and comprehend text
What is AutoML? • Automated Machine Learning (AutoML) is the process of automating end-to-end process of applying Machine Learning (ML) to create, develop and deploy predictive models so that any enterprise benefits from data. • Low-code / No-Code Experience • Keeps searching for the algorithm and hypermeters based on the metrics you define.
Model creation takes time… a lot o time… Which algorithm? Which parameters? Which features? Mileage Condition Car brand Year of make Regulations … Gradient Boosted Nearest Neighbors SVM Bayesian Regression LGBM … Nearest Neighbors 50% Model Iterate 30% Gradient Boosted Mileage Car brand Year of make Car brand Year of make Condition Parameter 1 Parameter 2 Parameter 3 Parameter 4 …