APMA 3100 | Section 003
- Math to know before this course
- Coding skills:
- Projects require coding. Project 1 is due in Week 05.
- Please refresh your knowledge of MATLAB, Python, Java, or another computing language!
- Formula Sheet:
- This sheet will be provided to all students at all exams.
- MANY practice problems here
- Fun Famous Probability Paradoxes
Project 1
Download Project 1 instructions here.
Your reports are due on Feb 09 at 11:59pm via Gradescope.
Table of Contents for Lecture Notes
Unit 01 - for Midterm I
| Week | Topics | Notes | iPad | HW |
|---|---|---|---|---|
| 01 01/12 | Probability Models Conditional Probability Total Probability | Web | 01-A | 01-B PDF | PDF | |
| 02 01/19 | Bayes’ Theorem Independence Trees, Counting | Web | 02-A | 02-B PDF | PDF | |
| 03 01/26 | Repeated Trials Reliability of Systems Discrete Random Variables | Web | 03-A | 03-B PDF | PDF | |
| 04 02/02 | Bernoulli Process Expectation & Variance Poisson Process | Web | 04-A | 04-B PDF | PDF | |
| 05 02/09 | Discrete: Summary Derived Random Variable Exponential and Erlang | Web | TBD | |
| 06 02/16 | Continuous: Summary Normal Distribution | Web | TBD |
Notes:
- Midterm I does cover the material from Week 06
- Unit 01 - Essential problems
- Focus your exam study on mastery of these first, then move to everything else.
- This list is not an indicator about what will be on the exam. Everything in the Notes is fair game. But it is a good idea to make sure you completely master these problems before you study material that is less central and fundamental.
Unit 02 - for Midterm II
| Week | Topics | Notes | iPad | HW |
|---|---|---|---|---|
| 07 02/23 | Joint Distributions Independent RVs | Web | TBD | |
| 08 03/02 | Spring Break | |||
| 09 03/09 | Joint-Derived RV Sum of RVs | Web | TBD | |
| 10 03/16 | Expectation of Joint-Derived Covariance & Correlation | Web | TBD |
Notes:
- Midterm II is not cumulative, it covers material introduced after Midterm I.
- Unit 02 - Essential problems
- Focus your exam study on mastery of these first, then move to everything else.
- This list is not an indicator about what will be on the exam. Everything in the Notes is fair game. But it is a good idea to make sure you completely master these problems before you study material that is less central and fundamental.
Unit 03 - for the Final Exam
| Week | Topics | Notes | iPad | HW |
|---|---|---|---|---|
| 11 03/23 | Conditional RVs Joint Conditional | Web | TBD | |
| 12 03/30 | Summations Central Limit Theorem | Web | TBD | |
| 13 04/06 | Deviations Law of Large Numbers | Web | TBD | |
| 14 04/13 | Significance Tests Binary Hypothesis Tests | Web | TBD | |
| 15 4/20 | Mean Square Error Linear Estimation | Web | TBD |
Notes:
- Unit 03 - Essential problems
- Focus your exam study on mastery of these first, then move to everything else.
- This list is not an indicator about what will be on the exam. Everything in the Notes is fair game. But it is a good idea to make sure you completely master these problems before you study material that is less central and fundamental.
- The Final Exam is cumulative, it covers all material from the course.
- The Final Exam is taken together with all sections of APMA 3100.