Probability & statistics for engineers
MICRO-110
This file is part of the content downloaded from Probability & statistics for engineers.
General Files
General Course Files including syllabus
Course Notes
- Module 1: Course Introduction and Basic Statistics (Folder)
- Module 2: Probability (Folder)
- Module 3: Comparison Statistics (Folder)
- Forum for Q/A on course material (Forum)
Lecture Recordings and JupYter files
- Main Channel for the course (URL)
- February 27 Lecture (URL)
- February 27 JupYter files (Folder)
- March 6 JupYter files (Folder)
- March 6 Lecture (URL)
- March 13 Lecture (URL)
- March 20 Lecture (URL)
- March 27 Lecture Video (URL)
- March 27 JupYter files (Folder)
- April 3 Lecture Video (URL)
- April 10 Lecture Video (URL)
- April 17 Lecture Video (URL)
- April 17 JupYter Files (Folder)
- May 1 Lecture Video (URL)
- May 8 Lecture Video (URL)
- May 15 Lecture Video (URL)
Practice Problem Exercises
- Practice Problem Set 1: Graphs and mean/median/mode (Folder)
- Practice Problem Set 2: Central Tendency and Box Plots (Folder)
- Practice Problem Set 3: Central Tendency, Variance, and Sample Spaces (Folder)
- Practice Problem Set 4: Basic Probability (Folder)
- Practice Problem Set 5: Distributions (Folder)
- Practice Problem Set 6: Combined Probabilities (Folder)
- Practice Problem Set 7: T-tests (Folder)
- Practice Problem Set 8: ANOVA (Folder)
Python Exercises
- Forum for exercise Q/A (Forum)
- Exercise 0: Python Chocolate Demo (Folder)
- Exercise 1: Introduction to statistics in Python (Folder)
- Exercise 2: Introduction to Basic Statistics (Folder)
- Exercise 3: Introduction to Probability (Folder)
- Exercise 4: Distributions (Folder)
- Exercise 5: Data Analysis and Distributions (MoM and MLA) (Folder)
- Exercise 6: Hypothesis Testing - yield improvement example (Folder)
- Exercise 7: Randomization tests and t tests (Folder)
- Exercise 8: Anova (Folder)
Exercise Solutions
- Exercise 2 (Folder)
- Exercise 3 (Folder)
- Exercise 4 (Folder)
- Exercise 5 (Folder)
- Exercise 6 (Folder)
- Exercise 7 (Folder)