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22FA_CAC350A
Week Four: 9/12 - 9/16
9/7 Class Notebook
22FA_CAC350A-Data Science
9/7 Class Notebook
Included are the Jupyter Notebook, py, and pdf versions of the class notebook from 9/7.
Download folder
Class Notebook 9-7.ipynb
Class Notebook 9-7.pdf
Class Notebook 9-7.py
◄ 8/29: Intro to NumPy Jupyter Notebook
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CAC 350 Fall Syllabus 2022
Required Textbooks
Stack Overflow
New Machine Learning Theory Raises Questions About the Very Nature of Science
Deepfake detectors can be defeated, computer scientists show for the first time
New ‘Liquid’ AI Learns Continuously From Its Experience of the World
‘Weird new things are happening in software,’ says Stanford AI professor Chris Re
The GANfather: The man who’s given machines the gift of imagination
Lecture: What is Data Science?
Participation: Intro Activity
Lecture: Getting Started with Python
Lecture Materials: Scripts
Reading Quiz: Chapter Two
Lecture: Intro to NumPy
Class Activity: Earthquake Data
Earthquake Data
Baby Names Data File
8/29: Intro to NumPy Jupyter Notebook
Reading Quiz: Chapter 3
Olympic Games Dataset
NOC Dataset
Datasets
Classwork Assignment
Class Assignment
Assignment#2
Lecture CreatingMachineLearningSystem
Reading Quiz: Chapter Four
9/26 Class Notebook
Lecture Slides
Updated Word doc
Reading Quiz - Training Models
Lecture TrainingModels Part1
Lecture TrainingModels Part2
Final Project
Reading Quiz: Chapter 3 ►