Step 2

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What is the difference between academic and industrial research projects? It is the focus. Narrow focus boosts the quality of a project and spares time. Applied scientists connect academic and industrial parts in theory and computational experiments. To narrow an industrial project one has to make a clear implementation plan. We discuss basic questions that an analyst and an expert discuss before planning.

The seminar

  1. The warm-up 5-minute test
  2. Linear models their role in neural networks and expert mixtures
  3. Reporting in the academy and the industry
  4. Plan the project
  5. Game of planning: the crocodile
  6. If someone did homework, we discuss

Resources

Step 2 YouTube video (expected with online version)

Homework

  1. Step 1 homework reminder
  2. Step 2 homework
  3. Refresh in your memory the matrix decompositions and multilinear models for the next warm-up test, either
    1. look for Singular value decomposition, Principal component analysis, Tensor, Multilinear map, or
    2. do fun-reading, see 4.5 Singular Value Decomposition and 10.5 PCA in High Dimensions, and see L11-4, L11.5


Transcript of the video

Appears after the seminar.