Goal-Driven Artificial Intelligence and Machine Learning

Alex Castrounis, Founder & President at InnoArchiTech

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15 Videos (1h 42m)
    • Introduction and Overview

      4:13
    • Business Goals

      1:39
    • Customer Goals

      2:16
    • AI and Machine Learning Definitions

      8:03
    • Machine Learning Types and Algorithms

      7:07
    • AI Types and Algorithms

      8:21
    • The AI and ML Process and Tradeoffs

      12:09
    • Recommender System Applications

      8:01
    • Prediction and Classification Applications

      4:25
    • Computer Vision and Recognition Applications

      7:25
    • Clustering and Anomaly Detection Applications

      1:47
    • Natural Language (NLP, NLG, NLU) Applications

      8:15
    • Hybrid and Miscellaneous Applications

      7:50
    • Summary and Next Steps

      1:24
    • Bonus: Class Project Overview and Demo

      19:06