Merge branch 'main' of https://github.com/data-8/fa24

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data-8 · Oct 4, 2024 · cb69e3d · cb69e3d
2 parents 1587b10 + f71d0c1
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diff --git a/_announcements/week-6.md b/_announcements/week-6.md
@@ -12,3 +12,4 @@ date: 2024-09-30
         * Make sure to add your project partner to your written and autograder submission!
 2. **The midterm is on Friday, 10/18, 7-9 PM**
 3. **HW 03, Lab 04 Score Release [post](https://edstem.org/us/courses/64093/discussion/5365271)**
+4. Project 1 Party on Thursday 6-8PM at Evans 458
diff --git a/_config.yml b/_config.yml
@@ -42,7 +42,7 @@ sememster: fa24 # set for the current seemester
 # (Future) This will control some footer text, and later custom styling.
 course_department: dsus
 logo: "/data8logo.png"
-current_week: 5
+current_week: 6
 # This should be the page of all class archives
 # Typically just / for DS courses (with a visible index page), or /archives if you're hosting your own, or a link to the inst.eecs page
 # If you have no archive page, comment this line out or leave blank.
@@ -217,19 +217,19 @@ links:
     lab02: "[Lab 02](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab02%2Flab02.ipynb)"
     lab03: "[Lab 03](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab03%2Flab03.ipynb)"
     lab04: "[Lab 04](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab04%2Flab04.ipynb)"
-    lab05: "Lab 05"
+    lab05: "[Lab 05](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https%3A%2F%2Fgithub.com%2Fdata-8%2Fmaterials-fa24&branch=main&urlpath=tree%2Fmaterials-fa24%2Flab%2Flab05%2Flab05.ipynb)"
     lab06: "Lab 06"
     lab07: "Lab 07"
     lab08: "Lab 08"
     lab09: "Lab 09"
     lab10: "Lab 10"
   wksht:
-    wksht01: "[Lab 01 Worksheet](https://drive.google.com/file/d/1SxtXURV9UabpSOtQDvRXy9qb6DxkSBF9/view?usp=sharing)"
-    wksht02: "[Lab 02 Worksheet](https://drive.google.com/file/d/1jHmmIzs38SDVZ9BO6P7116lv5Tb9uaji/view?usp=sharing)"
-    wksht03: "[Lab 03 Worksheet](https://drive.google.com/file/d/1J4AME-GGaT6vqnjmOvBBXFC8hB57SJl_/view?usp=sharing)"
-    wksht04: "[Lab 04 Worksheet](https://drive.google.com/file/d/1nP-MkclyDgtTeh1UBKRvmgMILNCy1MIg/view?usp=sharing)"
-    wksht05: "[Lab 05 Worksheet](https://drive.google.com/file/d/1bnRdOnbvWW0cgXUnvWgQcTaHfvCZrXco/view?usp=sharing)"
-    wksht06: ""
+    wksht01: "[Discussion 01 Worksheet](https://drive.google.com/file/d/1SxtXURV9UabpSOtQDvRXy9qb6DxkSBF9/view?usp=sharing)"
+    wksht02: "[Discussion 02 Worksheet](https://drive.google.com/file/d/1jHmmIzs38SDVZ9BO6P7116lv5Tb9uaji/view?usp=sharing)"
+    wksht03: "[Discussion 03 Worksheet](https://drive.google.com/file/d/1J4AME-GGaT6vqnjmOvBBXFC8hB57SJl_/view?usp=sharing)"
+    wksht04: "[Discussion 04 Worksheet](https://drive.google.com/file/d/1nP-MkclyDgtTeh1UBKRvmgMILNCy1MIg/view?usp=sharing)"
+    wksht05: "[Discussion 05 Worksheet](https://drive.google.com/file/d/1bnRdOnbvWW0cgXUnvWgQcTaHfvCZrXco/view?usp=sharing)"
+    wksht06: "[Discussion 06 Worksheet](https://drive.google.com/file/d/1hiCxi9Kddl2f3QwiKuKvOqRRnPI9zSK8/view?usp=sharing)"
     wksht07: ""
     wksht08: ""
     wksht09: ""
@@ -256,8 +256,8 @@ links:
       demo11: "&#8226; [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec11/lec11.ipynb&branch=main)"
       demo12: "&#8226; [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec12/lec12.ipynb&branch=main)"
       demo13: "&#8226; [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec13/lec13.ipynb&branch=main)"
-      demo14: ""
-      demo15: ""
+      demo14: "&#8226; [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec14/lec14.ipynb&branch=main)"
+      demo15: "&#8226; [Demo](https://data8.datahub.berkeley.edu/hub/user-redirect/git-pull?repo=https://github.com/data-8/materials-fa24&urlpath=tree/materials-fa24/lec/lec15/lec15.ipynb&branch=main)"
       demo16: ""
       demo17: ""
       demo18: ""
@@ -297,8 +297,8 @@ links:
       slide11: "[Slides](https://docs.google.com/presentation/d/1RLChbFMU9zCaUmeIipkVvHpBJyufgYxJHNFfLpcVFWM/edit?usp=sharing)"
       slide12: "[Slides](https://docs.google.com/presentation/d/1PeGiEe29n6bAX_mAeOrffRm1NvI21KLJYL8u5NBiCmQ/edit?usp=sharing)"
       slide13: "[Slides](https://docs.google.com/presentation/d/1g03KPmT194s3jw4BKNBKM4tL-krjWhBBtlL0CgQ7qik/edit?usp=sharing)"
-      slide14: ""
-      slide15: ""
+      slide14: "[Slides](https://docs.google.com/presentation/d/1PSduHebl6HyV0nF35BXX67Vp-BsA4AGtd4FI1Xa-s9o/edit?usp=sharing)"
+      slide15: "[Slides](https://docs.google.com/presentation/d/1zhcke7aJil27cVT5vRzh6-o-OXwT6oYxi3R3VnQuBgU/edit?usp=sharing)"
       slide16: ""
       slide17: ""
       slide18: ""

diff --git a/_modules/week-06.md b/_modules/week-06.md
@@ -5,18 +5,18 @@ status: Active
 ---
 Sep 30
 : **14**{: .label}  Sampling
-    : {{site.links.lec.slides.slide15}} {{site.links.lec.demo.demo14}}
+    : {{site.links.lec.slides.slide14}} {{site.links.lec.demo.demo14}}
 : _Reading:_ [9.5](https://inferentialthinking.com/chapters/09/5/Finding_Probabilities.html), [10](https://inferentialthinking.com/chapters/10/Sampling_and_Empirical_Distributions.html)
 : **Lab**{: .label .label-lab} {{site.links.lab.lab05}} (Due 10/4)
     : {{site.links.wksht.wksht06}}
 
 Oct 2
 : **15**{: .label} Models
-    : {{site.links.lec.slides.slide16}} {{site.links.lec.demo.demo15}}
+    : {{site.links.lec.slides.slide15}} {{site.links.lec.demo.demo15}}
 : _Reading:_ [10.2](https://inferentialthinking.com/chapters/10/2/Sampling_from_a_Population.html), [10.3](https://inferentialthinking.com/chapters/10/3/Empirical_Distribution_of_a_Statistic.html), [10.4](https://inferentialthinking.com/chapters/10/4/Random_Sampling_in_Python.html)
 
 Oct 4
 : **16**{: .label} Comparing Distributions
-    : {{site.links.lec.slides.slide17}} {{site.links.lec.demo.demo16}}
+    : {{site.links.lec.slides.slide16}} {{site.links.lec.demo.demo16}}
 : _Reading:_ [11.1](https://inferentialthinking.com/chapters/11/1/Assessing_a_Model.html), [11.2](https://inferentialthinking.com/chapters/11/2/Multiple_Categories.html)
 : **Homework**{: .label .label-homework} {{site.links.hw.hw06}} (Due 10/9)
diff --git a/_modules/week-07.md b/_modules/week-07.md
@@ -6,18 +6,18 @@ status: Active
 
 Oct 7
 : **17**{: .label} Decisions and Uncertainty
-    : {{site.links.lec.slides.slide18}} {{site.links.lec.demo.demo17}}
+    : {{site.links.lec.slides.slide17}} {{site.links.lec.demo.demo17}}
 : _Reading:_ [11.3](https://inferentialthinking.com/chapters/11/3/Decisions_and_Uncertainty.html), [11.4](https://inferentialthinking.com/chapters/11/4/Error_Probabilities.html)
 : **Lab**{: .label .label-lab} {{site.links.lab.lab06}} (Due 10/11)
     : {{site.links.wksht.wksht07}}
 
 Oct 9
 : **18**{: .label} A/B Testing
-    : {{site.links.lec.slides.slide19}} {{site.links.lec.demo.demo18}}
+    : {{site.links.lec.slides.slide18}} {{site.links.lec.demo.demo18}}
 : _Reading:_ [11.4](https://inferentialthinking.com/chapters/11/4/Error_Probabilities.html), [12.1](https://inferentialthinking.com/chapters/12/1/AB_Testing.html)
 
 Oct 11
 : **19**{: .label} Causality
-    : {{site.links.lec.slides.slide20}} {{site.links.lec.demo.demo19}}
+    : {{site.links.lec.slides.slide19}} {{site.links.lec.demo.demo19}}
 : _Reading:_ [12.2](https://inferentialthinking.com/chapters/12/2/Causality.html), [12.3](https://inferentialthinking.com/chapters/12/3/Deflategate.html)
 : **Homework**{: .label .label-homework} {{site.links.hw.hw07}} (Due 10/16)
diff --git a/_modules/week-08.md b/_modules/week-08.md
@@ -6,12 +6,12 @@ status: Active
 
 Oct 14
 : **20**{: .label} Midterm Review I
-    : {{site.links.lec.slides.slide22}} {{site.links.lec.demo.demo20}}
+    : {{site.links.lec.slides.slide20}} {{site.links.lec.demo.demo20}}
 : **Lab**{: .label .label-lab} Midterm Review
 
 Oct 16
 : **21**{: .label} Midterm Review II
-    : {{site.links.lec.slides.slide22}} {{site.links.lec.demo.demo21}}
+    : {{site.links.lec.slides.slide21}} {{site.links.lec.demo.demo21}}
 
 Oct 18
 : **22**{: .label} Midterm Review

diff --git a/_modules/week-13.md b/_modules/week-13.md
@@ -6,17 +6,17 @@ status: Active
 
 Nov 18
 : **34**{: .label} Classification
-    : {{site.links.lec.slides.slide35}} {{site.links.lec.demo.demo34}}
-: _Reading:_ [17.1](https://inferentialthinking.com/chapters/17/1/Nearest_Neighbors.html), [17.2](https://inferentialthinking.com/chapters/17/2/Training_and_Testing.html), [17.3](https://inferentialthinking.com/chapters/17/3/Rows_of_Tables.html), [17.4](https://inferentialthinking.com/chapters/17/4/Implementing_the_Classifier.html)
+    : {{site.links.lec.slides.slide34}} {{site.links.lec.demo.demo34}}
+: _Reading:_ [17.1](https://inferentialthinking.com/chapters/17/1/Nearest_Neighbors.html), [17.2](https://inferentialthinking.com/chapters/17/2/Training_and_Testing.html)
 : **Lab**{: .label .label-lab} Project 3 Work Time
 
 Nov 20
-: **35**{: .label} Evaluating Classifiers
-    : {{site.links.lec.slides.slide36}} {{site.links.lec.demo.demo35}}
-: _Reading:_ [17.5](https://inferentialthinking.com/chapters/17/5/Accuracy_of_the_Classifier.html)
+: **35**{: .label} Implementing Classifiers
+    : {{site.links.lec.slides.slide35}} {{site.links.lec.demo.demo35}}
+: _Reading:_ [17.3](https://inferentialthinking.com/chapters/17/3/Rows_of_Tables.html), [17.4](https://inferentialthinking.com/chapters/17/4/Implementing_the_Classifier.html)
 
 Nov 22
-: **36**{: .label} Multiple Linear Regression 
+: **36**{: .label} Evaluating Classifiers 
     : {{site.links.lec.slides.slide36}} {{site.links.lec.demo.demo36}}
-: _Reading:_ [17.6](https://inferentialthinking.com/chapters/17/6/Multiple_Regression.html)
+: _Reading:_ [17.5](https://inferentialthinking.com/chapters/17/5/Accuracy_of_the_Classifier.html)
 : **Homework**{: .label .label-homework} {{site.links.hw.hw12}} (Due 11/26)
diff --git a/_modules/week-14.md b/_modules/week-14.md
@@ -5,8 +5,9 @@ status: Active
 ---
 
 Nov 25
-: **37**{: .label} Case Study: Privacy
+: **37**{: .label} Multiple Linear Regression
     : {{site.links.lec.slides.slide37}} {{site.links.lec.demo.demo37}}
+: _Reading:_ [17.6](https://inferentialthinking.com/chapters/17/6/Multiple_Regression.html)
 
 Nov 27
 : **Holiday**{: .label} No class

diff --git a/_schedules/weekly.md b/_schedules/weekly.md
@@ -18,6 +18,8 @@ timeline:
   - '4:30 PM'
   - '5:00 PM'
   - '5:30 PM'
+  - '6:00 PM'
+  - '8:00 PM'
 schedule:
   - name: Monday
     events:
@@ -59,11 +61,15 @@ schedule:
         start: 10:00 AM
         end: 2:00 PM
         location: Warren 101-B
+      - name: Office Hours
+        start: 6:00 PM
+        end: 8:00 PM
+        location: Evans 458 (Project Party!)
   - name: Friday
     events:
       - name: Instructor Office Hours
-        start: 11:10 AM
-        end: 12:00 PM
+        start: 9:00 AM
+        end: 9:50 AM
         location: Evans 323
       - name: Lecture
         start: 10:00 AM

diff --git a/_staffers/ankita_b.md b/_staffers/ankita_b.md
@@ -3,7 +3,6 @@ name: Ankita Biyani
 email: [email protected]
 pronouns: SHE/HER
 photo: staff/ankita_b.jpeg
-website: NA
 bio: Hi! I’m Ankita, and I’m a sophomore studying Cognitive Science & Data Science. In my free-time, I love to listen to music, watch movies, and try new cooking recipes!
 role: Tutor (UCS1)
 ---
diff --git a/debugging.md b/debugging.md
@@ -22,7 +22,10 @@ description: >-
 If one particular cell seems to cause your kernel to die, your code is probably incorrect in a way that is causing the computer to use more memory than it has available. For instance: your code is trying to create a gigantic array. To prevent from crashing the entire server, the kernel will “die”. This is an indication that there is a mistake in your code that you need to fix.
 
 ### My python code cell has turned into a text/markdown cell. How do I change it back?
-Click on the cell and select `Run > Cell Type > Change to Code Cell Type` in the top toolbar.
+Click on the cell and select `Markdown > Code` in the top toolbar. Alternatively, click on the cell and press `y`.
+
+### My markdown text cell has turned into a code cell. How do I change it back?
+Click on the cell and select `Code > Markdown` in the top toolbar. Alternatively, click on the cell and press `m`.
 
 ### How do I quickly run all the cells in a notebook?
 Go to the Cell menu in the top toolbar, then “Run All.” You can also select a certain cell and run all cells before this point, or run all cells after this point. You should run all the cells in your notebook before submitting to confirm that you pass all the tests.

diff --git a/reference.md b/reference.md
@@ -6,11 +6,11 @@ description: >-
     Python Reference Guide
 ---
 
-# **Detailed Python Reference**
+# **Detailed Python Reference Sheet**
 
 {:.no_toc}
 Created by Nishant Kheterpal and Jessica Hu,
-Updated and Mantained by Jonathan Ferrari and Edwin Vargas
+Updated and Maintained by Jonathan Ferrari and Edwin Vargas
 
 ## Table of Contents
 {: .no_toc .text-delta }
@@ -29,7 +29,7 @@ For Fall 2024, students will receive an abbreviated reference sheet for exams.
 --- 
 
 ## Table Functions and Methods
-In the examples in the left column, `np` refers to the NumPy module, as usual. Everything else is a function, a method, an example of an argument to a function or method, or an example of an object we might call the method on. For example, `tbl` refers to a table, `array` refers to an array, and `num` refers to a number. `array.item(0)` is an example call for the method item, and in that example, `array` is the name previously given to some array.
+In the examples in the left column, `np` refers to the NumPy module, as usual. Everything else is a function, a method, an example of an argument to a function or method, or an example of an object we might call the method on. For example, `tbl` refers to a table, `array` refers to an array, `str` refers to a string, and `num` refers to a number. `array.item(0)` is an example call for the method item, and in that example, `array` is the name previously given to some array.
 
 | **Name** | **Description** | **Input** | **Output** |
 | `Table()` | Create an empty table, usually to extend with data ([Ch 6](https://inferentialthinking.com/chapters/06/Tables.html)) | None | An empty **Table** |