Important Links
AI Fundamentals in Python
Introduction to Python
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Python Turtle (Notebook)
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Python Turtle (Notebook Solutions)
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Python Crash Course (Recording) / Python Turtle (Notebook Walkthrough)
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Python Basics (Notebook)
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Python Basics (Notebook Solutions)
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Python Basics (Notebook Walkthrough)
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Python Libraries (Notebook)
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Python Libraries (Notebook Solutions)
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Python Libraries (Notebook Walkthrough)
Linear Regression and Intro to ML
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Machine Learning Foundations (Lecture)
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Machine Learning Foundations (Lecture Video)
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Linear Regression (Lecture)
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Linear Regression (Lecture Video)
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Linear Regression (Notebook)
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Linear Regression (Notebook Solutions)
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Linear Regression (Notebook Walkthrough)
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Machine Learning Foundations (Quiz)
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Linear Regression (Quiz)
Classification
Computer Vision and Neural Networks
Convolutional Neural Networks
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Affectiva Demo (2:50)
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Convolution Neural Networks (Lecture)
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Convolutional Neural Networks (Lecture Video)
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Convolution Neural Networks (Notebook)
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Convolution Neural Networks (Notebook Solutions)
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Convolutional Neural Networks (Notebook Walkthrough)
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Object Detection (Lecture)
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Object Detection (Notebook)
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Object Detection (Notebook Solutions)
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Object Detection (Notebook Walkthrough)
Natural Language Processing
