STAT3612 Lecture 1 Introduction to ... - GitHub Pages
STAT3612 Course Outline
Introduction to Data Science
Statistical Machine Learning
Python and Jupyter Notebook
STAT3612 Lecture 1
Introduction to Statistical Machine
Learning
Dr. Aijun Zhang
1 September 2020
1
STAT3612 Course Outline
Introduction to Data Science
Statistical Machine Learning
Python and Jupyter Notebook
Table of Contents
1
STAT3612 Course Outline
2
Introduction to Data Science
The Age of Big Data
Data Science Venn Diagram
Data Science Work?ow
3
Statistical Machine Learning
Interpretable Machine Learning
Automated Machine Learning
4
Python and Jupyter Notebook
2
STAT3612 Course Outline
Introduction to Data Science
Statistical Machine Learning
Python and Jupyter Notebook
STAT3612 Course Outline
Course website:
Click to view the syllabus (PDF) ...
Check out the tentative class schedule ...
We need to ?x the tutorial hours with Yuyang and Yifeng ...
3
STAT3612 Course Outline
Introduction to Data Science
Statistical Machine Learning
Python and Jupyter Notebook
Reference Books
4
STAT3612 Course Outline
Introduction to Data Science
Statistical Machine Learning
Python and Jupyter Notebook
Table of Contents
1
STAT3612 Course Outline
2
Introduction to Data Science
The Age of Big Data
Data Science Venn Diagram
Data Science Work?ow
3
Statistical Machine Learning
Interpretable Machine Learning
Automated Machine Learning
4
Python and Jupyter Notebook
5
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