chapter part: videos

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1. 1▶Mathematics of Data Science - Chapter 3 - PCA in High Dimensions (Afonso S. Bandeira, ETH Zurich)Mathematics of Data ScienceNotes
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2. 2▶Mathematics of Data Science - Lecture 24.09.2021 Part 1/2 (Afonso S. Bandeira, ETH Zurich)Mathematics of Data ScienceNotes
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3. 3▶Mathematics of Data Science - 24.09.2021 - Part 2/2 - Probability Intro (A. S. Bandeira, ETH Zurich)Mathematics of Data ScienceNotes
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4. 4▶Mathematics of Data Science - 30.09.2021 Part 2 (and part of 01.10) - Afonso S. Bandeira, ETH ZurichMathematics of Data ScienceNotes
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5. 5▶Mathematics of Data Science - Introduction to Chapter 3 (Afonso S. Bandeira, ETH Zurich)Mathematics of Data ScienceNotes
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6. 6▶Mathematics of Data Science - 30.09.2021. Part 1/2 (Afonso S. Bandeira, ETH Zurich)Mathematics of Data ScienceNotes
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7. 7▶Mathematics of Machine Learning: Lecture 3, Afonso S. Bandeira (ETHZ, Spring 2021)Mathematics of Data ScienceNotes
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8. 8▶Mathematics of Machine Learning: Lecture 4, Afonso S. Bandeira (ETHZ, Spring 2021)Mathematics of Data ScienceNotes
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9. 9▶Mathematics of Machine Learning: Lecture 5, Afonso S. Bandeira (ETHZ, Spring 2021)Mathematics of Data ScienceNotes
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10. 10▶Chapter 3 - Building Resilient Systems - Part 2Software Engineering using C#Notes
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11. 11▶Chapter 3 - Building Resilient Systems - Part 1Software Engineering using C#Notes
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12. 12▶Chapter 2 - Part 6 - Truly Understanding LinqSoftware Engineering using C#Notes
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13. 13▶Chapter 2 - Part 5 - Truly Understanding LinqSoftware Engineering using C#Notes
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14. 14▶Chapter 2 - Part 4 - Truly Understanding LinqSoftware Engineering using C#Notes
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15. 15▶Chapter 2 - Part 3 - Truly Understanding LinqSoftware Engineering using C#Notes
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16. 16▶Chapter 2 - Part 2 - Truly Understanding LinqSoftware Engineering using C#Notes
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17. 17▶Mathematics of Data Science [MDS Chapter 5 part 1/4 (19Mar 1/2)], A. S. Bandeira (ETH) Spring 2020Mathematics of Data ScienceNotes
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18. 18▶Chapter 2 - Part 1 - Truly Understanding LinqSoftware Engineering using C#Notes
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19. 19▶Chapter 1 - Compiler Feature v/s Runtime FeatureSoftware Engineering using C#Notes
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20. 20▶StatsLearning Chapter 4 - part 1Introduction to Statistical Learning SeriesNotes
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21. 21▶StatsLearning Chapter 4 - part 2Introduction to Statistical Learning SeriesNotes
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22. 22▶StatsLearning Chapter 3 - R - part 6Introduction to Statistical Learning SeriesNotes
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23. 23▶StatsLearning Chapter 3 - part 3Introduction to Statistical Learning SeriesNotes
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24. 24▶StatsLearning Chapter 3 - part 1Introduction to Statistical Learning SeriesNotes
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25. 25▶StatsLearning Chapter 3 - part 2Introduction to Statistical Learning SeriesNotes
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26. 26▶StatsLearning Chapter 3 - part 4Introduction to Statistical Learning SeriesNotes
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27. 27▶StatsLearning Chapter 3 - part 5Introduction to Statistical Learning SeriesNotes
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28. 28▶StatsLearning Chapter 2 - R Studio - part 5Introduction to Statistical Learning SeriesNotes
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29. 29▶StatsLearning Chapter 2 - part 4Introduction to Statistical Learning SeriesNotes
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30. 30▶Chapter 7 (Part 2) - Evaluating a UI, Implementing a UI in JavaOOSE: Software Dev Using UML and JavaNotes
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31. 31▶Chapter 7 (Part 1) - Users, Use Cases, User Interface DesignOOSE: Software Dev Using UML and JavaNotes
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32. 32▶Chapter 6 (Part 3) - Adapter, Facade, Read-Only Interface, ProxyOOSE: Software Dev Using UML and JavaNotes
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33. 33▶Chapter 6 (Part 2) - General Hierarchy, Player-Role, Singleton, Observer, DelegationOOSE: Software Dev Using UML and JavaNotes
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34. 34▶Chapter 1 - Software and Software EngineeringOOSE: Software Dev Using UML and JavaNotes
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35. 35▶Chapter 6 (Part 1) - PatternsOOSE: Software Dev Using UML and JavaNotes
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36. 36▶Chapter 5 (Part 3) - Developing a Class Diagram for the Bank Account Management SystemOOSE: Software Dev Using UML and JavaNotes
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37. 37▶Chapter 5 (Part 2) - Aggregation, OCL, Genealogy Example, Process for Developing DiagramsOOSE: Software Dev Using UML and JavaNotes
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38. 38▶Chapter 5 (Part 1) - Class DiagramsOOSE: Software Dev Using UML and JavaNotes
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39. 39▶Chapter 4 (Part 2) - Discussion of Example RequirementsOOSE: Software Dev Using UML and JavaNotes
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40. 40▶Chapter 3 (Part 2) - Client-Server Architecture, Network Concepts, and Networking in JavaOOSE: Software Dev Using UML and JavaNotes
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41. 41▶Chapter 3 (Part 1) - Reuse, Frameworks, and Basic Client-Server ConceptsOOSE: Software Dev Using UML and JavaNotes
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42. 42▶Chapter 2 (Part 2) - Inheritance, polymorphism and review of key Java conceptsOOSE: Software Dev Using UML and JavaNotes
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43. 43▶Chapter 2 (Part 1) - Basics of Object-OrientationOOSE: Software Dev Using UML and JavaNotes
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44. 44▶Chapter 4 (Part 1) - Simplechat and RequirementsOOSE: Software Dev Using UML and JavaNotes
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