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University of Waterloo Mechatronics Capstone Symposium 2024

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Tinkering Opportunities at the University of Waterloo

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#1 Welcome to Physics! | Physics But Not Scary

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Network Science Explained Simply

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Visualise Blockchain Transactions in Gephi

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Animating Eve from Wall-E with Blender and Fusion 360!

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Crash Course: How to Create A Personal Website Using a HTML Template

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Lesson #22 Next Steps | From Grade 8 Math to AI

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Lesson #21 Transfer Learning | From Grade 8 Math to AI

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Lesson #20 Neural Networks in Pytorch | From Grade 8 Math to AI

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Lesson #19 Intro to Pytorch (Benefits and Debugging) | From Grade 8 Math to AI

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Lesson #18 Neural Networks | From Grade 8 Math to AI

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Lesson #17 Bias & Variance - THE most important part of AI | From Grade 8 Math to AI

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Lesson #16 Alternative Activation, Optimisation, & Cost Functions | From Grade 8 Math to AI

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Lesson #15 Data Processing with Pandas | From Grade 8 Math to AI

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Lesson #14 Regression Algorithms | From Grade 8 Math to AI

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Lesson #13 Coding AI with Numpy (Vectorising Code and Results) | From Grade 8 Math to AI

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Lesson #12 Coding AI with Numpy (Cost Function & Gradient Descent) | From Grade 8 Math to AI

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Lesson #11 Coding AI with Numpy (Data & Feedforward) | From Grade 8 Math to AI

37:09

Lesson #10 Intro to Python (Conditionals, Loops, & Classes) | From Grade 8 Math to AI

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Lesson #9 Intro to Python (Data Types, Variables, & Operators) | From Grade 8 Math to AI

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Lesson #8 Gradient Descent and Backpropagation | From Grade 8 Math to AI

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Lesson #7 AI Vocab, Predictions, & Cost Functions | From Grade 8 Math to AI

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Lesson #6 Visualization | From Grade 8 Math to AI