update with video
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@@ -376,6 +376,7 @@ MathJax.Hub.Config({
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<ol>
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<li> These lecture notes</li>
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<li> <a href="https://youtu.be/VKakN-e4aUA" target="_self">Video of lecture</a></li>
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<li> <a href="https://youtu.be/yiY0OltU1s8" target="_self">Video for exercises week 35</a></li>
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<li> Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)</li>
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<li> Raschka et al on preprocessing of data, relevant for exercise 3 this week, see chapter 4.</li>
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<li> For exercise 1 of week 35, the book by A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth on the Mathematics of Machine Learning, may be very relevant. In particular chapter 5 at URL"https://mml-book.github.io/" (section 5.5 on derivatives) is very useful for exercise 1 this coming week.</li>
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@@ -209,6 +209,7 @@ MathJax.Hub.Config({
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<ol>
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<p><li> These lecture notes</li>
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<p><li> <a href="https://youtu.be/VKakN-e4aUA" target="_blank">Video of lecture</a></li>
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<p><li> <a href="https://youtu.be/yiY0OltU1s8" target="_blank">Video for exercises week 35</a></li>
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<p><li> Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)</li>
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<p><li> Raschka et al on preprocessing of data, relevant for exercise 3 this week, see chapter 4.</li>
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<p><li> For exercise 1 of week 35, the book by A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth on the Mathematics of Machine Learning, may be very relevant. In particular chapter 5 at URL"https://mml-book.github.io/" (section 5.5 on derivatives) is very useful for exercise 1 this coming week.</li>
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@@ -325,6 +325,7 @@ MathJax.Hub.Config({
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<ol>
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<li> These lecture notes</li>
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<li> <a href="https://youtu.be/VKakN-e4aUA" target="_blank">Video of lecture</a></li>
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<li> <a href="https://youtu.be/yiY0OltU1s8" target="_blank">Video for exercises week 35</a></li>
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<li> Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)</li>
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<li> Raschka et al on preprocessing of data, relevant for exercise 3 this week, see chapter 4.</li>
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<li> For exercise 1 of week 35, the book by A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth on the Mathematics of Machine Learning, may be very relevant. In particular chapter 5 at URL"https://mml-book.github.io/" (section 5.5 on derivatives) is very useful for exercise 1 this coming week.</li>
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@@ -402,6 +402,7 @@ MathJax.Hub.Config({
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<ol>
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<li> These lecture notes</li>
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<li> <a href="https://youtu.be/VKakN-e4aUA" target="_blank">Video of lecture</a></li>
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<li> <a href="https://youtu.be/yiY0OltU1s8" target="_blank">Video for exercises week 35</a></li>
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<li> Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)</li>
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<li> Raschka et al on preprocessing of data, relevant for exercise 3 this week, see chapter 4.</li>
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<li> For exercise 1 of week 35, the book by A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth on the Mathematics of Machine Learning, may be very relevant. In particular chapter 5 at URL"https://mml-book.github.io/" (section 5.5 on derivatives) is very useful for exercise 1 this coming week.</li>
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@@ -18,6 +18,7 @@ o Monday: Ridge and Lasso regression and Singular Value Decomposition
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o These lecture notes
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o "Video of lecture":"https://youtu.be/VKakN-e4aUA"
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o "Video for exercises week 35":"https://youtu.be/yiY0OltU1s8"
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o Goodfellow, Bengio and Courville, Deep Learning, chapter 2 on linear algebra and sections 3.1-3.10 on elements of statistics (background)
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o Raschka et al on preprocessing of data, relevant for exercise 3 this week, see chapter 4.
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o For exercise 1 of week 35, the book by A. Aldo Faisal, Cheng Soon Ong, and Marc Peter Deisenroth on the Mathematics of Machine Learning, may be very relevant. In particular chapter 5 at URL"https://mml-book.github.io/" (section 5.5 on derivatives) is very useful for exercise 1 this coming week.
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