MACHINE LEARNING FOR PROCESS ENGINEERING 2025-2026 - INQ3103840

Section outline

• Select section INQ3103840 - MACHINE LEARNING FOR PROCESS ENGINEERING 2025-2026 - PROF. PIERANTONIO FACCO

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  INQ3103840 - MACHINE LEARNING FOR PROCESS ENGINEERING 2025-2026 - PROF. PIERANTONIO FACCO

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  • Select activity Annunci

    

    Annunci Forum
  • Select activity Pagina dell'offerta Formativa

    

    Pagina dell'offerta Formativa URL
• Select section Accessibilità e Questionario intermedio sull’organizzazione e l’efficacia della didattica

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  Accessibilità e Questionario intermedio sull’organizzazione e l’efficacia della didattica

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• Select section Course slides

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  Course slides

  • Select activity Lesson 0 - February 24th, 2026

    

    Lesson 0 - February 24th, 2026 File
  • Select activity Lesson 1 - February 25th, 2026

    

    Lesson 1 - February 25th, 2026 File
  • Select activity Lesson 2 - March 3rd, 2026

    

    Lesson 2 - March 3rd, 2026 File
  • Select activity Lesson 3 - March 4th, 2026

    

    Lesson 3 - March 4th, 2026 File
• Select section Lectures videos

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  Lectures videos

  • Select activity Lesson 0 - February 24th, 2026

    

    Lesson 0 - February 24th, 2026 Kaltura Video Resource
  • Select activity Lesson 1 - February 25th, 2026

    

    Lesson 1 - February 25th, 2026 Kaltura Video Resource
  • Select activity Lesson 6 - Flipped

    

    Lesson 6 - Flipped Kaltura Video Resource
  • Select activity Laboratory 2

    

    Laboratory 2 Kaltura Video Resource
  • Select activity Laboratory 3

    

    Laboratory 3 Kaltura Video Resource
  • Select activity Lesson 16 Part 1- Flipped

    

    Lesson 16 Part 1- Flipped Kaltura Video Resource
  • Select activity Lesson 16 Part 2- Flipped

    

    Lesson 16 Part 2- Flipped Kaltura Video Resource
  • Select activity Laboratory 4 Part 1

    

    Laboratory 4 Part 1 Kaltura Video Resource
  • Select activity Laboratory 4 Part 2

    

    Laboratory 4 Part 2 Kaltura Video Resource
  • Select activity Lesson 20 - Flipped

    

    Lesson 20 - Flipped Kaltura Video Resource
• Select section Datasets

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  Datasets

  • Select activity enzymatic activity

    

    enzymatic activity File
  • Select activity pasteurization ovens

    

    pasteurization ovens File
  • Select activity sausage

    

    sausage File
  • Select activity water contamination

    

    water contamination File
  • Select activity White plastics example

    

    White plastics example File
  • Select activity Alcohol consumption dataset

    

    Alcohol consumption dataset File
  • Select activity Food consumption dataset

    

    Food consumption dataset File
  • Select activity copper

    

    copper File
  • Select activity continuous process

    

    continuous process File
  • Select activity nuclear waste stabilization

    

    nuclear waste stabilization File
  • Select activity yeast calibration

    

    yeast calibration File
  • Select activity yeast validation

    

    yeast validation File
  • Select activity sugar

    

    sugar File
  • Select activity ovarian cancer

    

    ovarian cancer File
  • Select activity wafer_anova

    

    wafer_anova File
  • Select activity battery_MaterialTemperature

    

    battery_MaterialTemperature File
  • Select activity bottle_filling

    

    bottle_filling File
  • Select activity cutting_machine

    

    cutting_machine File
  • Select activity filtration_rate

    

    filtration_rate File
  • Select activity jet_engine

    

    jet_engine File
  • Select activity cake

    

    cake File
  • Select activity coke_milling

    

    coke_milling File
  • Select activity NIR_pigfat

    

    NIR_pigfat File
  • Select activity gasoline_octane

    

    gasoline_octane File
  • Select activity rubber production monitoring

    

    rubber production monitoring File
  • Select activity penicillin_fermentation

    

    penicillin_fermentation File
  • Select activity portland cement

    

    portland cement File
  • Select activity fi KNN

    

    fi KNN File
  • Select activity fisher iris

    

    fisher iris File
• Select section Laboratory

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  Laboratory

  • Select activity PLS_Toolbox manual

    

    PLS_Toolbox manual File
  • Select activity Laboratory #1

    

    Laboratory #1 File
  • Select activity Laboratory #2

    

    Laboratory #2 File
  • Select activity Laboratory #3

    

    Laboratory #3 File
  • Select activity Laboratory #4

    

    Laboratory #4 File
• Select section Homework

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  Homework
• Select section Books

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  Books

  • Select activity Eriksson et. al. Multi- And Megavariate Data Analysis, UmetricsAcademy

    

    Eriksson et. al. Multi- And Megavariate Data Analysis, UmetricsAcademy File
  • Select activity Eriksson et. al., Design Of Experiments, Principles And Applications, UmetricsAcademy

    

    Eriksson et. al., Design Of Experiments, Principles And Applications, UmetricsAcademy File
• Select section Suggested readings

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  Suggested readings

  • Select activity Mutli-way PCA #1

    

    Mutli-way PCA #1 File
  • Select activity Mutli-way PCA #2

    

    Mutli-way PCA #2 File
  • Select activity MSPC

    

    MSPC File
  • Select activity PLS

    

    PLS File
  • Select activity PCA + PLS general

    

    PCA + PLS general File
  • Select activity Unfolding and dynamics

    

    Unfolding and dynamics File
  • Select activity Quality engineering

    

    Quality engineering File
  • Select activity DoE paper

    

    DoE paper File
• Select section Software

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  Software
• Select section Exam

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  Exam

  • Select activity Zoom link for exams

    

    Zoom link for exams File