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SIAI Lecture Notes
Machine Learning

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

Machine Learning

Estimated reading: 0 minutes 289 views

Articles

Class 1. Regression problems
Class 2. Classification
Class 3. Data grouping
Class 4. Ensemble
Class 5. Dimensionality reduction
Class 6. Factor analysis
Class 7. Artificial Neural Network
Class 8. Summary of Machine Learning

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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.

Office: Block B, Capital Dock, 80 Sir John Rogerson's Quay, Dublin, Ireland
E-mail : [email protected]

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