Announcements
- Welcome to Spring 2021 semester!
- All week 1 lecture videos and notes are posted!
- It’s highly recommended that you watch them in order.
- Videos for 1.3, 1.4, and 1.5 were originally recorded for Fall 2020, so please disregard any “announcements” in those videos.
- For 1.4 and 1.5, click on the topic to download a blank copy of the notes.
You can find reminders on homework deadlines, upcoming exams, changes to the office hours schedule (if needed), etc. here! Make sure you check this section at least once a week!
Office Hours
- Office hours start in Week 1.
- Office hours are held as Live sessions on Campuswire.
Week 1 | 01/25/2021 - 01/31/2021
Week 2 | 02/01/2021 - 02/07/2021
Lectures
2.1 [Python] Variables |
[YouTube] |
[Media Space] |
[2.1] |
2.2 [Python] Data Types |
[YouTube] |
[Media Space] |
[2.2] |
2.3 [Python] Control Flow |
[YouTube] |
[Media Space] |
[2.3] |
Lab 02 |
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|
[lab02] |
2.4 [Stat] Statistical Study Designs |
[YouTube] |
[Media Space] |
[2.4] |
2.5 [Stat] Sampling Methods |
[YouTube] |
[Media Space] |
[2.5] |
Deadlines
Lab 01 |
11:59 PM Tue 02/02/2021 |
100% |
Week 3 | 02/08/2021 - 02/14/2021
Lectures
3.1 [Python] List |
[YouTube] |
[Media Space] |
[3.1] |
3.2 [Python] Function |
[YouTube] |
[Media Space] |
[3.2] |
Lab 03 |
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|
[lab03] |
3.3 [Stat] Measures of Center & Variability |
[YouTube] |
[Media Space] |
[3.3] |
3.4 [Stat] Distributions - Shape of the Data |
[YouTube] |
[Media Space] |
[3.4] |
Deadlines
Lab 02 |
11:59 PM Tue 02/09/2021 |
100% |
HW 01 |
11:59 PM Fri 02/12/2021 |
100% |
HW 01 |
11:59 PM Sun 02/14/2021 |
80% |
Week 4 | 02/15/2021- 02/21/2021
Lectures
- No Lab/Discussion Session this week due to break - Wed 02/17/2021.
4.1 [Python] Loops |
[YouTube] |
[Media Space] |
[4.1] |
4.2 [Stat] Basic Probability |
[YouTube] |
[Media Space] |
[4.2] |
4.3 [Stat] Set Theory |
[YouTube] |
[Media Space] |
[4.3] |
4.4 [Stat] Probability Rules |
[YouTube] |
[Media Space] |
[4.4] |
Deadlines
Lab 03 |
11:59 PM Tue 02/16/2021 |
100% |
HW 02 |
11:59 PM Fri 02/19/2021 |
100% |
HW 02 |
11:59 PM Sun 02/21/2021 |
80% |
Week 5 | 02/22/2021 - 02/28/2021
Lectures
5.1 [Python] Importing Data |
[YouTube] |
[Media Space] |
[5.1] |
5.2 [Stat] Conditional Probability |
[YouTube] |
[Media Space] |
[5.2] |
Lab 04 |
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|
[lab04] |
5.2 [Stat] Bayes’ Theorem |
[YouTube] |
[Media Space] |
[5.3] |
5.3 [Stat] Independent Events |
[YouTube] |
[Media Space] |
[5.4] |
5.4 [Stat] Sample With/Without Replacement |
[YouTube] |
[Media Space] |
[5.5] |
Deadlines
HW 03 |
11:59 PM Fri 02/26/2021 |
100% |
HW 03 |
11:59 PM Sun 02/28/2020 |
80% |
Week 6 | 03/01/2021 - 03/07/2021
Lectures
- No Lab/Discussion Session this week due to Exam 1.
6.1 [Stat] Discrete Variables & Distributions |
[YouTube] |
[Media Space] |
[6.1] |
6.2 [Stat] Expected Value, Variance & SD of Discrete Variable |
[YouTube] |
[Media Space] |
[6.2] |
Deadlines
Exam 1 |
7:00 PM Mon 03/01/2021 |
100% |
Lab 04 |
11:59 PM Tue 03/02/2021 |
100% |
HW 04 |
11:59 PM Fri 03/05/2021 |
100% |
HW 04 |
11:59 PM Sun 03/07/2021 |
80% |
Week 7 | 03/08/2021 - 03/14/2021
Lectures
7.1 [Python] Plotting Data |
[YouTube] |
[Media Space] |
[7.1] |
7.2 [Stat] Binomial Distribution |
[YouTube] |
[Media Space] |
[7.2] |
Lab 05 |
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|
[lab05] |
7.3 [Stat] Geometric Distribution |
[YouTube] |
[Media Space] |
[7.3] |
7.4 [Stat] Normal Distribution |
[YouTube] |
[Media Space] |
[7.4] |
Week 8 | 03/15/2021 - 03/21/2021
Lectures
8.1 [Python] DataFrame |
[YouTube] |
[Media Space] |
[8.1] |
8.2 [Stat] More Normal Distributions Examples |
[YouTube] |
[Media Space] |
[8.2] |
Lab 06 |
[YouTube] |
[Media Space] |
[lab06] |
8.3 [Stat] Central Limit Theorem |
[YouTube] |
[Media Space] |
[8.3] |
8.4 [Stat] More Central Limit Theorem Examples |
[YouTube] |
[Media Space] |
[8.4] |
Deadlines
Lab 05 |
11:59 PM Tue 03/16/2021 |
100% |
HW 05 |
11:59 PM Fri 03/19/2021 |
100% |
HW 05 |
11:59 PM Sun 03/21/2021 |
80% |
Week 9 | 03/22/2021 - 03/28/2021
Lectures
- No Lab/Discussion Session this week due to break - Wed 03/24/2021.
9.1 [Python] Simulations |
[YouTube] |
[Media Space] |
[9.1] |
9.2 [Stat] Confidence Interval for Population Mean |
[YouTube] |
[Media Space] |
[9.2] |
9.3 [Stat] Confidence Interval for Population Proportion |
[YouTube] |
[Media Space] |
[9.3] |
Deadlines
Lab 06 |
11:59 PM Tue 03/23/2021 |
100% |
HW 06 |
11:59 PM Fri 03/26/2021 |
100% |
HW 06 |
11:59 PM Sun 03/28/2021 |
80% |
Week 10 | 03/29/2021 - 04/04/2021
Lectures
- The project will be released on Wed 03/31/2021.
10.1 [Stat] What Does A 95% Confidence Interval Mean? |
[YouTube] |
[Media Space] |
[10.1] |
Lab 07 |
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|
[lab07] |
10.2 [Python] Bootstrapping |
[YouTube] |
[Media Space] |
[10.2] |
10.3 [Stat] What is a Hypothesis Test? |
[YouTube] |
[Media Space] |
[10.3] |
Deadlines
HW 07 |
11:59 PM Fri 04/02/2021 |
100% |
HW 07 |
11:59 PM Sun 04/04/2021 |
80% |
Week 11 | 04/05/2021 - 04/11/2021
Lectures
11.1 [Stat] Hypothesis Test for Population Mean - z-test |
[YouTube] |
[Media Space] |
[11.1] |
Lab 08 |
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|
[lab08] |
11.2 [Stat] Hypothesis Test for Population Mean - t-test |
[YouTube] |
[Media Space] |
[11.2] |
11.3 [Stat] Hypothesis Test for Population Proportion |
[YouTube] |
[Media Space] |
[11.3] |
Deadlines
Lab 07 |
11:59 PM Tue 03/23/2021 |
100% |
Project |
11:59 PM Sun 04/11/2021 |
100% |
Week 12 | 04/12/2021 - 04/18/2021
Lectures
12.1 [Stat] Confidence Interval for the Difference of 2 Means |
[YouTube] |
[Media Space] |
[12.1] |
12.2 [Stat] Hypothesis Test for Two Means |
[YouTube] |
[Media Space] |
[12.2] |
Lab 09 |
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|
[lab09] |
12.3 [Stat] Confidence Interval for the Difference of 2 Proportions |
[YouTube] |
[Media Space] |
[12.3] |
12.4 [Stat] Hypothesis Test for Two Proportions |
[YouTube] |
[Media Space] |
[12.4] |
Deadlines
Lab 08 |
11:59 PM Tue 04/13/2021 |
100% |
HW 08 |
11:59 PM Fri 04/16/2021 |
100% |
HW 08 |
11:59 PM Sun 04/18/2021 |
80% |
Week 13 | 04/19/2021 - 04/25/2021
Lectures:
- No Lab/Discussion Session this week due to Exam 2.
13.1 [Stat] Measuring a Linear Relationship |
[YouTube] |
[Media Space] |
[13.1] |
13.2 [Stat] Simple Linear Regression |
[YouTube] |
[Media Space] |
[13.2] |
Deadlines
Exam 2 |
7:00 PM Mon 04/19/2021 |
100% |
Lab 09 |
11:59 PM Tue 04/20/2021 |
100% |
HW 09 |
11:59 PM Fri 04/23/2021 |
100% |
HW 09 |
11:59 PM Sun 04/25/2021 |
80% |
Week 14 | 04/26/2021 - 05/02/2021
Lectures:
14.1 [Python] Data Aggregation |
[YouTube] |
[Media Space] |
[14.1] |
Lab 10 |
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|
[lab10] |
14.2 [Stat] Permutation Test |
[YouTube] |
[Media Space] |
[14.2] |
Week 15 | 05/03/2021 - 05/09/2021
Deadlines
Lab 10 |
11:59 PM Tue 05/04/2021 |
100% |
HW 10 |
11:59 PM Wed 05/05/2021 |
100% |
|
11:59 PM Sun 05/09/2021 |
80% |
Week 16 | 05/09/2021 - 05/16/2021
Final Exam: TBD