Fall 2022 - STAT207
Data Science Exploration

Lab Assignments

Check back here soon for more information on your first assignment!
  • lab_01: Data Science Setup (Due: Tuesday August 30, 11:59pm CST)
    In this first lab, you will set up your account and computer for Data Science Exploration and begin to work with Python notebooks.

  • lab_02: Dataframes (Due: Tuesday September 6, 2022 at 11:59pm CST)
    In this second lab, we will practice the dataframe manipulation.

  • lab_03: Descriptive Analytics for Numerical Variables (Due: September 13, 2022 at 11:59pm CST)
    In this third lab, we will describe numerical variables.

  • lab_04: Probability (Due: September 20, 2022 at 11:59pm CST)
    In this fourth lab, we will calculate the theoretical and approximated probabilities of single and compound types of events.

  • lab_5: Random Variables (Due: September 27, 2022 at 11:59pm CST)
    In this fifth lab, we will explore random variables.

  • lab_6: Confidence Intervals (Due: October 4, 2022 at 11:59pm CST)
    In this sixth lab, we will explore the Central Limit Theorem and confidence intervals.

  • lab_7: Confidence Intervals (Due: October 11, 2022 at 11:59pm CST)
    In this seventh lab, we explore confidence intervals for a population mean and a population proportion.

  • lab_8: Hypothesis Testing (Due: October 18, 2022 at 11:59pm CST)
    In this eigth lab, we will conduct hypothesis testing on a population mean and population proportion.

  • lab_9: Inference for Associations (Due: October 25, 2022 at 11:59pm CST)
    In this ninth lab, we will conduct inference on the difference between two population means and the difference between two population proportions.

  • lab_10: Linear Regression (Due: November 1, 2022 at 11:59pm CST)
    In this tenth lab, we will fit simple and multiple linear regression models, assess the fit of the models, use them to make predictions, and conduct inference on the corresponding population slopes.

  • lab_11: Linear Transformations (Due: November 9, 2022 at 11:59pm CST)
    In this eleventh lab conduct linear transformations on some of our variables in an attempt to meet our conditions for inference.

  • 🎉 🥳lab_12: Logistic Regression 🎉 🥳 (Due: November 29, 2022 at 11:59pm CST)
    In this final lab we will fit logistic regression model, conduct inference on the slopes, and use them to make predictions. We'll also create classifier models using a logistic regression model.