UIUC STAT 107 - Fall 20

Announcements

• Click here for the week 9 material!
  • Lab 08 is available!
  • Notes: the exercise solution shown in 9.1 video lecture had a small but important error. See the 9.1 lecture notes for the correct solution!
• Remaining deadlines for week 9:
  • HW 6 - 100%: 11:59 PM Fri, 10/23/2020.
  • HW 6 - 80%: 11:59 PM, Sun, 10/25/2020.
  • HW 7 - 105%: 11:59 PM Sun, 10/25/2020.
• All deadlines are in Champaign time.

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!

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Office Hours & Discussion Sections

    

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Week 1 | 08/24/2020 - 08/30/2020

Lectures

Topic	Video	Mirror	Notes
1.1 Welcome to STAT 107	[YouTube]	[Media Space]	[Syllabus]
1.2 [Stat] Statistics & Statistic	[YouTube]	[Media Space]	[1.2]
1.3 [Python] Installing & Troubleshooting			[Mac OS X] [Windows]
1.4 Lab 01	[YouTube]	[Media Space]	[lab01]
1.5 [Stat] Data & Variables	[YouTube]	[Media Space]	[1.5]

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Week 2 | 08/31/2020 - 09/06/2020

Lectures

Topic	Video	Mirror	Notes
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]
2.4 Lab 02			[lab02]
2.5 [Stat] Statistical Study Designs	[YouTube]	[Media Space]	[2.5]
2.6 [Stat] Sampling Methods	[YouTube]	[Media Space]	[2.6]

Deadlines

Assignment	Deadline	Credit
Lab 01	11:59 PM Monday, 08/31/2020	100%
HW 1	11:59 PM Sunday, 09/06/2020	105%

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Week 3 | 09/07/2020 - 09/13/2020

Lectures

Topic	Video	Mirror	Notes
3.1 [Python] List	[YouTube]	[Media Space]	[3.1]
3.2 Lab 03			[lab03]
3.3 [Python] File Directory	[YouTube]	[Media Space]	[Command Line]

Deadlines

Assignment	Deadline	Credit
Lab 02	11:59 PM Monday, 09/07/2020	100%
HW 1	11:59 PM Friday, 09/11/2020	100%
HW 1	11:59 PM Sunday, 09/13/2020	80%
HW 2	11:59 PM Sunday, 09/13/2020	105%

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Week 4 | 09/14/2020 - 09/20/2020

Lectures

Topic	Video	Mirror	Notes
4.1 [Python] Importing Data with pandas	[YouTube]	[Media Space]	[4.1]
4.2 [Python] Plotting data with Matplotlib.pyplot	[YouTube]	[Media Space]	[4.2]
4.3 Lab 04			[lab04]
4.4 [Stat] Measures of Center & Variability	[YouTube]	[Media Space]	[4.4]
4.5 [Stat] Distributions - Shape of the Data	[YouTube]	[Media Space]	[4.5]

Deadlines

Assignment	Deadline	Credit
Lab 03	11:59 PM Monday, 09/14/2020	100%
HW 2	11:59 PM Friday, 09/18/2020	100%
HW 2	11:59 PM Sunday, 09/20/2020	80%
HW 3	11:59 PM Sunday, 09/20/2020	105%

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Week 5 | 09/21/2020 - 09/27/2020

Lectures

Topic	Video	Mirror	Notes
5.1 [Python] DataFrame	[YouTube]	[Media Space]	[5.1]
5.2 Lab 05			[lab05]
5.3 [Stat] Basic Probability	[YouTube]	[Media Space]	[5.3]
5.4 [Stat] Set Theory	[YouTube]	[Media Space]	[5.4]
5.5 [Stat] Probability Rules	[YouTube]	[Media Space]	[5.5]

Deadlines

Assignment	Deadline	Credit
Lab 04	11:59 PM Monday, 09/21/2020	100%
HW 3	11:59 PM Friday, 09/25/2020	100%
HW 3	11:59 PM Sunday, 09/27/2020	80%
HW 4	11:59 PM Sunday, 09/27/2020	105%

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Week 6 | 09/28/2020 - 10/04/2020

Lectures

Topic	Video	Mirror	Notes
6.1 Lab 06			[lab06]
6.2 [Stat] Conditional Probability	[YouTube]	[Media Space]	[6.2]
6.3 [Stat] Bayes’ Theorem	[YouTube]	[Media Space]	[6.3]
6.4 [Stat] Independent Events	[YouTube]	[Media Space]	[6.4]
6.5 [Stat] Sample With/Without Replacement	[YouTube]	[Media Space]	[6.5]

Deadlines

Assignment	Deadline	Credit
Lab 05	11:59 PM Monday, 09/28/2020	100%
HW 4	11:59 PM Friday, 10/02/2020	100%
HW 4	11:59 PM Sunday, 10/04/2020	80%
HW 5	11:59 PM Sunday, 10/04/2020	105%

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Week 7 | 10/05/2020 - 10/11/2020

Lectures

• No Lab/Discussion Session this week due to Exam 1

Topic	Video	Mirror	Notes
7.1 [Stat] Discrete Variables & Distributions	[YouTube]	[Media Space]	[7.1]
7.2 [Stat] Expected Value, Variance & SD of Discrete Variable	[YouTube]	[Media Space]	[7.2]

Deadlines

Assignment	Deadline	Credit
Lab 06	11:59 PM Monday, 10/05/2020	100%
Exam 1	10:00 AM on Thursday, 10/08/2020	100%
HW 5	11:59 PM Friday, 10/09/2020	100%
HW 5	11:59 PM Sunday, 10/11/2020	80%

• Deadlines:
  • Lab 6: 11:59 PM on Monday, 10/05/2020.
  • Exam 1 at 10:00 AM on Thursday, 10/08/2020.
  • HW 5 100% Deadline: 11:59 PM on Friday, 10/09/2020.
  • HW 5 80% Deadline: 11:59 PM on Sunday, 10/11/2020.

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Week 8 | 10/12/2020 - 10/18/2020

Lectures

Topic	Video	Mirror	Notes
8.1 [Python] Loops	[YouTube]	[Media Space]	[8.1]
8.2 Lab 07			[lab07]
8.3 [Stat] Binomial Distribution	[YouTube]	[Media Space]	[8.3]
8.4 [Stat] Geometric Distribution	[YouTube]	[Media Space]	[8.4]
8.5 [Stat] Normal Distribution	[YouTube]	[Media Space]	[8.5]

Deadlines

Assignment	Deadline	Credit
HW 6	11:59 PM Sunday, 10/18/2020	105%

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Week 9 | Current Week

• Dates: 10/19/2020 - 10/25/2020

Lectures

• Notes: the exercise solution shown in 9.1 video lecture had a small but important error. See the 9.1 lecture notes for the correct solution!

Topic	Video	Mirror	Notes
9.1 [Python] Function	[YouTube]	[Media Space]	[9.1]
9.2 Lab 08			[lab08]
9.3 [Stat] More Normal Distributions Examples	[YouTube]	[Media Space]	[9.3]
9.4 [Stat] Central Limit Theorem	[YouTube]	[Media Space]	[9.4]
9.5 [Stat] More Central Limit Theorem Examples	[YouTube]	[Media Space]	[9.5]

Deadlines

Assignment	Deadline	Credit
Lab 07	11:59 PM Monday, 10/19/2020	100%
HW 6	11:59 PM Friday, 10/23/2020	100%
HW 6	11:59 PM Sunday, 10/25/2020	80%
HW 7	11:59 PM Sunday, 10/25/2020	105%

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Week 10 | 10/26/2020 - 11/01/2020

• Lectures:
  • [Stat] Unit 6 - Confidence Interval
    • Confidence Interval for Population Mean
    • Confidence Interval for Population Proportion
    • What Does A 95% Confidence Interval Mean?
  • [Python] Simulations
• Lab: [lab09]
• Deadlines:
  • Lab 8: 11:59 PM on Monday, 10/26/2020.
  • HW 7 100% Deadline: 11:59 PM on Friday, 10/30/2020.
  • HW 7 80% Deadline: 11:59 PM on Sunday, 11/01/2020.
  • HW 8 110% Deadline: 11:59 PM on Sunday, 11/01/2020.

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Week 11 | 11/02/2020 - 11/08/2020

• Lectures:
  • [Stat] Unit 7 - Hypothesis Testing
    • What is a Hypothesis Test?
    • Hypothesis Test for Population Proportion
    • Hypothesis Test for Population Mean - z-test
    • Hypothesis Test for Population Mean - t-test
  • [Python] Bootstrapping
• Lab: [lab10]
• Deadlines:
  • Lab 9: 11:59 PM on Monday, 09/07/2020.
  • HW 8 100% Deadline: 11:59 PM on Friday, 10/23/2020.
  • HW 8 80% Deadline: 11:59 PM on Sunday, 10/25/2020.
  • HW 9 110% Deadline: 11:59 PM on Sunday, 10/25/2020.

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Week 12 | 11/09/2020 - 11/15/2020

• Lectures:
  • [Stat] Unit 8 - Two-Sample Problems
    • Confidence Interval for the Difference of 2 Means
    • Hypothesis Test for Two Means
  • [Python] More on Bootstrapping
• Lab: [lab11]
• Deadlines:
  • Lab 10: 11:59 PM on Monday, 11/09/2020.
  • HW 9 100% Deadline: 11:59 PM on Friday, 10/23/2020.
  • HW 9 80% Deadline: 11:59 PM on Sunday, 10/25/2020.

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Week 13 | 11/16/2020 - 11/22/2020

• Lectures:
  • [Stat] Unit 8 - Two-Sample Problems
    • Confidence Interval for the Difference of 2 Proportions
    • Hypothesis Test for Two Proportions
  • [Python] Permutation Test
• No Lab/Discussion Session this week due to Exam 2
• Deadlines:
  • Lab 11: 11:59 PM on Monday, 10/19/2020.
  • Exam 2 at 10:00 AM on Tuesday, 11/17/2020.
  • HW 10 110% Deadline: 11:59 PM on Sunday, 11/22/2020.

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Week 14 | 11/23/2020 - 11/29/2020

• No class - Thanksgiving Week

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Week 15 | 11/30/2020 - 12/06/2020

• Lectures:
  • [Stat] Unit 9 - Simple Linear Regression
    • What is Regression?
    • Measuring a Linear Relationship
    • Simple Linear Regression
  • [Python] Linear Regression in Python
• Lab: [lab12]
• Deadlines:
  • HW 10 100% Deadline: 11:59 PM on Friday, 12/04/2020.
  • HW 10 80% Deadline: 11:59 PM on Sunday, 12/06/2020.

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Week 16 | 12/07/2020 - 12/13/2020

• Lectures:
  • Additional topics
  • OR cover any materials left
• Deadlines:
  • Lab 12: 11:59 PM on Monday, 12/07/2020.
  • Final Project due at TBD on TBD.

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REMEMBER!

When in doubt, post your question on Piazza or email me at hknguyen@illinois.edu! Don’t wait!