Slides, code, assignments and other material

To download a jupyter notebook, right-click on the link, and select 'Save link as'

• Jupyter notebooks will be used as 'slides'

Module 1

Class 1:

• Slides

• Jupyter notebooks:

  • Console I/O and Variables
  • Created or modified in class
    • Month
    • Console I/O and Variables
  • Assignments

• Results of the Kahoot

Class 2:

• Jupyter notebooks:

  • Data types and operations
  • Created or modified in class
    • Data types and operations
  • Assignments: live examples
  • Assignments

• Results of the Kahoot

Class 3:

• Jupyter notebooks:
  • Collections and first taste of plots
  • Created or modified in class
    • Collections and first taste of plots
  • Assignments
• Results of the Kahoot

Class 4:

• Jupyter notebooks:
  • Control and repetition statements (if, loops), and CSV manipulation/visualization applied on COVID-19 data
  • Created or modified in class
    • Control and repetition statements (if, loops), and CSV manipulation/visualization applied on COVID-19 data
  • Assignments
• Results of the Kahoot
• CSV files with COVID'19 data:
  • Friday the 8th of May 2020.
  • Friday the 26th of February 2021.

Class 5:

• Jupyter notebooks:
  • Functions and applications to analysis of SIR models
    • ERODE files of the SIR model CRN, ODE
  • Creation of word clouds for COVID-related online news
  • Created or modified in class
    • Functions and applications to analysis of SIR models
    • Creation of word clouds for COVID-related online news
  • Assignments
• Results of the Kahoot
• CSV files with SIR model data:
  • CSV for the case R_0 = 0.25
  • CSV for the case R_0 = 0.50
  • CSV for the case R_0 = 1.00
  • CSV for the case R_0 = 2.00

Class 6:

• Jupyter notebooks:
  • Modules, Exceptions, and Object-oriented Programming and applications to betting markets
    • Files imported by the main jupyter notebook to be put in the same folder of the main file.
      • Imported Python file
      • Imported Jupyter notebook
    • Files imported by the main jupyter notebook to be put in a folder named otherpath placed in the same folder of the main file.
      • Imported Python file
      • Imported Jupyter notebook
  • Assignments
• Kahoot
  • Results of the Kahoot 1
  • Results of the Kahoot 2

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Module 2

Classes 1 & 2:

• Jupyter notebooks:

  • Course and project description

  • Advanced Libraries for data manipulation/visualization and applications to

  • Exploratory Data Analysis on the Titanic dataset: examples of tasks to solve

  • Created or modified in class

    • Advanced Libraries for data manipulation/visualization
• The Titanic dataset
  • Description
  • Actual dataset

Class 3:

• Jupyter notebooks:
  • BreastCancer 1: Preprocessing and Unsupervised ML
  • NLP project description

Class 4:

• Jupyter notebooks:
  • BreastCancer 2: Supervised ML

Class 5:

• KNIME material
  • KNIME Workflows used in class
  • KNIME Dowload website
  • KNIME Learning website
    • Getting started guide
    • KNIME Overview
      • Selected slides from here
  • KNIME Courses