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Statistical and Algebraic Method in Machine Learning

Agenda

Statistical and Algebraic Method in Machine Learning

04:30

05:00

Registration & Check-in

05:00

06:00

The Role of Mathematics in Machine Learning with Google AI & TensorFlow

06:00

06:45

Linear Algebra for ML using TensorFlow & Google Colab

06:45

07:30

Probability and Statistics for Machine Learning with BigQuery ML

07:30

08:15

Lunch Break

08:15

09:00

Optimization in Machine Learning with Vertex AI

09:00

09:30

Advanced Topics in ML Mathematics with JAX

09:30

09:45

Networking, Closing Remarks & Feedback Session