data-analytics-se/lecturebook/_toc.yml at c72d73342624f49e185bf1b84b3e01379393642a · PredictiveScienceLab/data-analytics-se · GitHub

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# in _toc.yml
format: jb-book
root: index
chapters:
  - file: introduction
    sections:
    - file: lecture01/intro
      sections:
      - file: lecture01/reading-01
      - file: lecture01/hands-on-01.1
      - file: lecture01/hands-on-01.2
  - file: review_probability
    sections:
    - file: lecture02/intro
      sections:
      - file: lecture02/reading-02
      - file: lecture02/hands-on-02
    - file: lecture03/intro
      sections:
      - file: lecture03/reading-03
      - file: lecture03/hands-on-03
    - file: lecture04/intro
      sections:
      - file: lecture04/reading-04
      - file: lecture04/hands-on-04.1
      - file: lecture04/hands-on-04.2
    - file: lecture05/intro
      sections:
      - file: lecture05/reading-05
      - file: lecture05/hands-on-05
    - file: lecture06/intro
      sections:
      - file: lecture06/reading-06
      - file: lecture06/hands-on-06.1
      - file: lecture06/hands-on-06.2
      - file: lecture06/hands-on-06.3
      - file: lecture06/hands-on-06.4
  - file: uncertainty_propagation
    sections:
    - file: lecture07/intro
      sections:
      - file: lecture07/hands-on-07.1
      - file: lecture07/hands-on-07.2
      - file: lecture07/hands-on-07.3
      - file: lecture07/hands-on-07.4
    - file: lecture08/intro
      sections:
      - file: lecture08/reading-08
      - file: lecture08/hands-on-08.3
      - file: lecture08/hands-on-08.4
    - file: lecture09/intro
      sections:
      - file: lecture09/hands-on-09.1
      - file: lecture09/hands-on-09.2
      - file: lecture09/hands-on-09.3
      - file: lecture09/hands-on-09.4
    - file: lecture10/intro
      sections:
      - file: lecture10/hands-on-10.1
      - file: lecture10/hands-on-10.2
      - file: lecture10/hands-on-10.3
      - file: lecture10/hands-on-10.4
  - file: principles_of_bi
    sections:
    - file: lecture11/intro
      sections:
      - file: lecture11/reading-11
      - file: lecture11/hands-on-11.1
      - file: lecture11/hands-on-11.2
      - file: lecture11/hands-on-11.3
    - file: lecture12/intro
      sections:
      - file: lecture12/reading-12
      - file: lecture12/hands-on-12.1
      - file: lecture12/hands-on-12.2
      - file: lecture12/hands-on-12.3
      - file: lecture12/hands-on-12.4
  - file: supervised_learning
    sections:
    - file: lecture13/intro
      sections:
      - file: lecture13/reading-13
      - file: lecture13/hands-on-13.1
      - file: lecture13/hands-on-13.2
      - file: lecture13/hands-on-13.3
      - file: lecture13/hands-on-13.4
    - file: lecture14/intro
      sections:
      - file: lecture14/reading-14
      - file: lecture14/hands-on-14.1
      - file: lecture14/hands-on-14.2
      - file: lecture14/hands-on-14.3
      - file: lecture14/hands-on-14.4
    - file: lecture15/intro
      sections:
      - file: lecture15/reading-15
      - file: lecture15/hands-on-15.1
      - file: lecture15/hands-on-15.2
      - file: lecture15/hands-on-15.3
    - file: lecture16/intro
      sections:
      - file: lecture16/reading-16
      - file: lecture16/hands-on-16.1
      - file: lecture16/hands-on-16.2
      - file: lecture16/hands-on-16.3
      - file: lecture16/hands-on-16.4
      - file: lecture16/hands-on-16.5
  - file: unsupervised_learning
    sections:
    - file: lecture17/intro
      sections:
      - file: lecture17/reading-17
      - file: lecture17/hands-on-17.1
      - file: lecture17/hands-on-17.2
    - file: lecture18/intro
      sections:
      - file: lecture18/reading-18
      - file: lecture18/hands-on-18.1
      - file: lecture18/hands-on-18.2
      - file: lecture18/hands-on-18.3
  - file: state_space_models
    sections:
    - file: lecture19/intro
      sections:
      - file: lecture19/reading-19
      - file: lecture19/hands-on-19.1
    - file: lecture20/intro
      sections:
      - file: lecture20/reading-20
      - file: lecture20/hands-on-20.1
  - file: gaussian_process_regression
    sections:
    - file: lecture21/intro
      sections:
      - file: lecture21/reading-21
      - file: lecture21/hands-on-21
    - file: lecture22/intro
      sections:
      - file: lecture22/reading-22
      - file: lecture22/hands-on-22.1
      - file: lecture22/hands-on-22.2
      - file: lecture22/hands-on-22.3
      - file: lecture22/hands-on-22.4
    - file: lecture23/intro
      sections:
      - file: lecture23/reading-23
      - file: lecture23/hands-on-23.1
      - file: lecture23/hands-on-23.2
      - file: lecture23/hands-on-23.3
      - file: lecture23/hands-on-23.4
      - file: lecture23/hands-on-23.5
      - file: lecture23/hands-on-23.6
  - file: neural_networks
    sections:
    - file: lecture24/intro
      sections:
      - file: lecture24/reading-24
      - file: lecture24/hands-on-24
    - file: lecture25/intro
      sections:
      - file: lecture25/reading-25
      - file: lecture25/hands-on-25
    - file: lecture26/intro
      sections:
      - file: lecture26/reading-26
      - file: lecture26/hands-on-26.1
      - file: lecture26/hands-on-26.2
  - file: advanced_methods
    sections:
    - file: lecture27/intro
      sections:
      - file: lecture27/reading-27
      - file: lecture27/hands-on-27.1
      - file: lecture27/hands-on-27.2
      - file: lecture27/hands-on-27.3
      - file: lecture27/hands-on-27.4
    - file: lecture28/intro
      sections:
      - file: lecture28/reading-28
      - file: lecture28/hands-on-28
  - file: homework/intro
    sections:
    - file: homework/homework-01
    - file: homework/homework-02
    - file: homework/homework-03
    - file: homework/homework-04
    - file: homework/homework-05
    - file: homework/homework-06
    - file: homework/homework-07
    - file: homework/homework-08
    - file: homework/homework-09
    - file: homework/homework-10
    - file: homework/homework-11
    - file: homework/homework-12
    - file: homework/homework-13
  #- file: python-basics/intro
    #sections:
    #- file: python-basics/pb01
    #- file: python-basics/pb02
    #- file: python-basics/pb03
    #- file: python-basics/pb04
    #- file: python-basics/pb05
    #- file: python-basics/pb06
    #- file: python-basics/pb07
    #- file: python-basics/pb08
    #- file: python-basics/pb09
    #- file: python-basics/pb10
    #- file: python-basics/pb11
  - file: bibliography