Business / Business Analysis

Advanced Machine Learning for Data Analysts

Bridges statistical modeling and production ML, focusing on advanced model diagnostics, interpretability, and optimization.

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Course Duration : 2-6 hours Content Providers : Word Wise

Course content

    • High-Capacity Models
    • TalentCraft unit Gradient Boosting Optimization
    • TalentCraft unit Regularization in Deep Networks
    • TalentCraft unit Bias-Variance in Complex Models
    • Model Diagnostics
    • TalentCraft unit Cross-Validation in Non-IID Data
    • TalentCraft unit Calibration & Reliability Diagrams
    • Assessment