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SIAI Lecture Notes
Math & Stat for MBA II

Updated on May 8, 2024

SIAI Lecture Notes

Math & Stat for MBA I
Math & Stat for MBA II
Data-based Decision Making
Scientific Programming
Machine Learning
Deep Learning
Reinforcement Learning
Data Visualization
Data Management
AI in Digital Marketing
AI Business Cases
Law and AI
AI in Corporate Finance
AI in Asset Management
Regression Analysis I
Regression Analysis II
Regression Analysis III
Bayesian Statistics I
Bayesian Statistics II
Panel Data Analysis
Game Theory
Games with Incomplete Information
Social Network Analysis
Probabilistic Graphical Models
Information Theory
Advanced Deep Learning
Advanced Reinforcement Learning

Math & Stat for MBA II

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Articles

Class 1. Large sample properties and maximum likelihood
Class 2. Generalized least square
Class 3. Time Series – PCF and PACF
Class 4. Time series II – Seasonality and frequency
Class 5. Simulation and Bayesian
Class 6. Bayesian statistics
Class 7. Summary of Math & Stat for MBA II
Class 8. Summary of Math & Stat for MBA II

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Math & Stat for MBA II

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CONTENTS

Global Institute of Artificial Intelligence(GIAI) LLC. is an academic association with a group of scientifically trained researchers in the field of AI/Data Science. The institution runs multiple business lines including AI/Data Science consultancy, academic journals, graduate school level higher education, and business journals dedicated to technological advance.

The European headquarter is in Dublin, Ireland, with world-wide strongpoints in Europe, Americas, and Asia. Membership of the institution is open to academic groups, businesses in AI/Data Science, and individuals with dedicated research/business records.

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