This post outlines the Practicum 2 part of Exam 2. See the in-person Exam 2 or Practicum 2 Update posts for details on the other parts. Study exams are in the practice_exams Box folder. Modules: 06 – 08 When: Friday 11/15 12:01am to Saturday 11/16 11:59pm There is no class on Friday. It should take […]
Posts from October 2024
Exam 02 Logistics: In-Person Exam
This post outlines the in-person part of Exam 2. See the Practicum 2 or Practicum 2 Update posts for details on the other parts. Modules covered: 06 – 08 When: Wednesday 11/13, during regular class time A calculator is strongly recommended. But if you forget, you will be okay because no exact calculations are required. The […]
Exam 02 Logistics: Practicum Update
This post outlines the Practicum 2 Update part of Exam 2. See the in-person Exam 2 or Practicum 2 posts for details on the other parts. Study exams are in the practice_exams Box folder. When: Thursday 11/21 – Saturday 11/23 Friday, 11/22’s class is optional and will be for Project consulting or questions on Practicum […]
Module 09: Databases and SQL
Prepare (due Mon 11/04) Content below Canvas quizzes Class engagement – See on the class forum Homework (due Sun 11/10) [LINK] Worked Example [LINK] Content 09.A – Relational Database Relational Database (24 min.) 09.B – SQL Python and Pandas SQL Querying (21 min.) SQL with Python and Pandas (12 min.) Optional Supplements SQLite Command Line Interface If you have […]
Module 07: Statistical Inference
Prepare (due Mon 10/21) Content below Canvas quizzes Class engagement – See on the class forum Homework (due Sun 10/27) [Link] Worked Example [Link] Content Note: the slides for this module have been updated. Please switch to the “slides” panel when viewing the video in Panopto. DO NOT stay on the “screen” panel, as the recorded […]
Module 08: Prediction & Supervised Machine Learning
Prepare (due Mon 10/28) Content below Canvas quizzes Class Participation – See on the class forum Homework (due Sun 11/3, late due 11/7) [Link] Worked Examples [Link] Content (Slides in Box) 08. A Predictive Modelling and Regression Ordinary Linear Regression and Intro Scikit-Learn (21 min.) Nonlinear Regression and Scikit-Learn Preprocessing (13 min.) Binary Classification with Logistic Regression (22 […]
Module 06: Combining Data
Prepare (due Mon 10/7) Content below Canvas quizzes Class participation – See on the class forum Homework (due Sun 10/20, late due Sun/27) [Link] Worked Example [Link] Content (Slides in the Box Folder) 06.A – Summarizing Data Read Section 3.8 Aggregating and Grouping from Python Data Science Handbook. Read Section 3.9 Pivot Tables from Python Data Science Handbook. 06.B […]
Exam 01 Logistics: Practicum
This post outlines the Practicum of Exam 1. See the in-person Exam 1 or Practicum 1 Update posts for details on the other parts. Modules covered: 2 – 5 When: Friday 10/18 12:01am to Saturday 10/19 11:59pm There is no class on Friday. It should take around 2-3 hours to complete, but you can take as long […]
Exam 01 Logistics: In-Person Exam
This post outlines the in-person part of Exam 1. See the Practicum 1 or Practicum 1 Update posts for details on the other parts. Modules covered: 2 – 5 When: Wednesday 10/16, during regular class time Is in-person only Bring a calculator. It is a paper exam taken during class. We will print and provide a reference sheet […]
Exam 01 Logistics: Practicum Update
This post outlines the Practicum Update part of Exam 1. See the in-person Exam 1 or Practicum 1 posts for details on the other parts Your group will have the option to update your Practicum after seeing the results of your Practicum grade. If you choose to submit an update, your grade for the Practicum will be […]
