Course curriculum

    1. Welcome!

    2. Questions & Discussion

    3. Course Overview

    4. aiCast 102 Course Pre-Survey

    5. aiCast 101 Review

    6. Instructions: Download Template App

    7. Summary

    1. Improving Forecasts Part 1

    2. Detect and Remove Anomalies

    3. Exercise: Anomaly Detection

    4. Quiz: Anomaly Detection

    5. Changepoint Detection

    6. Exercise: Changepoint Detection

    7. Quiz: Changepoints Detection

    8. Embedding and Cohorts

    9. Exercise: Embeddings

    10. Exercise: Cohorts

    11. Quiz: Cohorts

    12. Summary

    1. Improving Forecasts Part 2

    2. Data Preparation

    3. Exercise: Data Preparation

    4. Quiz: Data Preparation

    5. Final Step: Data Preprocessing

    6. Holidays & Auxiliary Data

    7. Hierarchical Reconciliation

    8. Exercise: Train with Auxiliary Data

    9. Exercise: Inference with Auxiliary Data

    10. aiCast Forecast Reflections

    11. Summary

    1. Summary of aiCast 102

    2. aiCast Improved Forecast Reflections

    3. aiCast 102 Final Forecast & Course Survey

    4. Congratulations & Thank You!

About this course

  • Free
  • 34 lessons
  • 1 hour of video content

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