AI FDE Roles & ML Algorithms Recap

What you'll learn

Explain what a Forward-Deployed Engineer does; recall the core ML algorithms and when each fits

Topics

FDE role, client delivery lifecycle, program and certification rules; supervised vs unsupervised learning; linear/logistic regression, trees, random forests, gradient boosting, SVM, k-means, PCA; bias-variance, cross-validation, metrics