AI : The 6 Pillar Foundation Bootcamp
Categories:
AI101
,
BizPrep101
,
Stemprep101
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Course Content
Introduction
AI fundamentals
Python 101
Coding examples
Pillar 1
Machine learning concepts
Linear and Polynomial regression
Practical examples and exercises
Pillar 2
Classification fundamentals
Decision Trees and Random Forests
Practical examples and exercises
Pillar 3
Neural Networks
Deep learning concepts
Practical examples and exercises
Pillar 4
Large Language models
Prompt engineering
Practical examples and exercises
Pillar 5
Natural Language processing
Text classification
Practical examples and exercises
Pillar 6
Convolutional Neural Networks
Computer Vision
Practical examples and exercises
Practical Applications
Using AI in STEM majors
Using AI in Business majors
Using AI in the Humanities
AI Ethics
Ethics Do’s and Don’ts
Boundaries for High School and college students
Ethics challenge tests
Project Work
Group project work
Final presentation
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