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Data Science for Engineers

  • Data Science for Engineers
  • Software Setup
  • How To Use These Materials
  • Course Topics and Schedule
  • Challenge Submission Instructions
  • Class Recordings
  • Demo Notebooks
    • Demo Notebook 2022-06-20
    • Demo Notebook 2022-06-27
    • Demo Notebook 2022-07-06
    • Demo Notebook 2022-07-11
    • Demo Notebook 2022-07-18
  • Office Hours Schedule
  • Exercise Solutions
    • Introduction to Jupyter Notebooks
    • Vis: Data Visualization Basics
    • Data: Isolating Data
    • Tips for This Course
    • Stats: Introduction to Exploratory Data Analysis
    • Grama: Basics
    • Vis: Bar Charts
    • Data: Deriving Quantities
    • Vis: Histograms
    • Stats: Real and Erroneous Sources of Variability
    • Vis: Scatterplots and Layers
    • Grama: Model Building
    • Data: Pivoting Data
    • Grama: Model Evaluation
    • Vis: Lines and Related Geometries
    • Stats: Descriptive Statistics
    • Data: Separating and Uniting Columns
    • Data: Joining Datasets
    • Vis: Small Multiples
    • Grama: Exploratory Model Analysis
    • Stats: Distributions
    • Grama: Fitting Functions
    • Stats: Confidence Intervals and the CLT
    • Stats: Fundamentals of Statistical Process Monitoring
    • Grama: Fitting Univariate Distributions
    • Grama: Fitting Multivariate Distributions
    • Grama: Design Under Uncertainty
  • .md

Demo Notebooks

Demo Notebooks#

These are the demo notebooks from live sessions.

  • Session 2 (2022-06-20)

  • Session 3 (2022-06-27)

  • Session 4 (2022-07-06)

  • Session 5 (2022-07-11)

  • Session 6 (2022-07-18)

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Class Recordings

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Demo Notebook 2022-06-20

By Zachary del Rosario

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