January 4th, 2021 |
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Automating Functional Verification (Continued From 157A) |
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Lecture 0 PDF |
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January 6th, 2021 |
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Introduction to Neural Network (Slides 1-37) |
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Lecture 1 PDF |
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January 11th, 2021 |
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Introduction to Neural Network (Slides 36-78) |
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January 13th, 2021 |
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Convolution Neural Network |
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Lecture 2 PDF |
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January 18th, 2021 |
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MLK Day (School Holiday) |
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January 20th, 2021 |
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Convolution Neural Network (Continued) |
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January 25th, 2021 |
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RNN (Recurrent Neural Network) and Language Processing (Slides 1-35) |
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Lecture 3 PDF |
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January 27th, 2021 |
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RNN (Recurrent Neural Network) and Language Processing (Slides 36-72) |
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February 1st, 2021 |
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RNN (Recurrent Neural Network) and Language Processing (Slides 73-116) |
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February 3rd, 2021 |
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RNN (Recurrent Neural Network) and Language Processing (Sldies 117-153) |
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February 8th, 2021 |
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RNN (Recurrent Neural Network) and Language Processing (Slides 154-182) and |
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Unsupervised Learning - Deep Learning (Slides 1-16) |
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Lecture 4 PDF |
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February 10th, 2021 |
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Unsupervised Learning - Deep Learning (Slides 17-59) |
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February 15th, 2021 |
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Presidents Day (School Holiday) |
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February 17th, 2021 |
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Midterm |
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February 22nd, 2021 |
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Unsupervised Learning - Deep Learning (Slides 56-82) |
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February 24th, 2021 |
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Unsupervised Learning - Deep Learning (Slides 83-110) and |
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Transfer Learning & Related Topics (Slides 1-11) |
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Lecture 5 PDF |
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March 1st, 2021 |
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Transfer Learning & Related Topics (Slides 10-31) |
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March 3rd, 2021 |
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Transfer Learning & Related Topics (Slides 29-58) |
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March 8th, 2021 |
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Transfer Learning & Related Topics (Slides 58-74) |
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March 10th, 2021 |
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What is Learning? |
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Lecture 6 PDF |
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