weeks 3, 4 draft

Author: richardvillagomez

_data/disc.yml

@@ -1,15 +1,68 @@
 - name: "Placeholder: Zero Index offset"
   number: 0
 
-- name: "Fractions & Health Data"
+- name: "Reading 1 Discussion"
   number: 1
   slides: 
   worksheet: 
   solution: 
 
-- name: "Discussion two"
+- name: "Your Digital Self, Gini Coefficients"
   number: 2
-  slides: "insert slides"
-  worksheet: "insert link"
-  solution: "insert link"
+  slides: 
+  worksheet: 
+  solution: 
+
+- name: "Fractions & Health Data"
+  number: 3
+  slides: 
+  worksheet: 
+  solution: 
+
+- name: "Visualizations"
+  number: 4
+  slides: 
+  worksheet: 
+  solution: 
+
+- name: "Center and Spread"
+  number: 5
+  slides: 
+  worksheet: 
+  solution: 
+
+- name: "Bickel Study"
+  number: 6
+  slides: 
+  worksheet: 
+  solution: 
+
+- name: "Data Privacy, Join, Group, Pivots"
+  number: 7
+  slides: 
+  worksheet: 
+  solution: 
 
+- name: "Functions, Scope, Control"
+  number: 8
+  slides: 
+  worksheet: 
+  solution:
+
+- name: "Higher-Order Functions, Loop Debugging"
+  number: 9
+  slides: 
+  worksheet: 
+  solution: 
+
+- name: "BMI"
+  number: 10
+  slides: 
+  worksheet: 
+  solution: 
+
+- name: "Impact of LLMs"
+  number: 11
+  slides: 
+  worksheet: 
+  solution: 

_data/hw.yml

@@ -1,19 +1,14 @@
-- name: "Placeholder: Zero Index offset"
+- name: "Introduction to Python and Jupyter"
   number: 0
 
-- name: "Introduction to Python"
+- name: "Rates and Arrays"
   number: 1
   link:
 
-- name: "Table Methods and Functions"
+- name: "Tables and Visualization"
   number: 2
   link: 
 
-- name: "Advanced Table Methods and Visualizations"
+- name: "Control and Iteration"
   number: 3
   link: 
-
-- name: "HW 04: Control, Iterations, Strings"
-  number: 4
-  link: 
-

_data/lab.yml

@@ -5,39 +5,51 @@
   number: 1
   link: 
 
-- name: "Tables and Data Manipulation"
+- name: "Print Debugging, Array Operations, NumPy, and Variables"
   number: 2
   link: 
 
   # from Fa24 with no autograder, added autograder to SU25
-- name: "Functions"
+- name: "Arrays, NumPy"
   number: 3
   link: 
 
-- name: "Tables"
+- name: "Tables, Data"
   number: 4
   link: 
 
-- name: "Introduction to Visualization Methods"
+- name: "More Visualization Methods"
   number: 5
   link: 
 
-- name: "Visualizing Two Numerical Variables and Randomness in Jittering"
+- name: "Applying, Sorting"
   number: 6
   link: 
 
-- name: "Functions, Control, Iteration"
+- name: "Grouping, Pivoting and Joining"
   number: 7
   link: 
 
-- name: "Dictionaries"
+- name: "Functions and Control"
   number: 8
   link:
 
-- name: "APIs and Prompt Engineering"
+- name: "Iterations"
   number: 9
   link:  
 
-- name: "TF-IDF, Cohen's Kappa, and Macro F1"
+- name: "BMI"
   number: 10
   link:  
+
+- name: "Dictionaries"
+  number: 11
+  link:  
+
+- name: "APIs, Prompt Engineering"
+  number: 12
+  link:  
+
+- name: "Polars"
+  number: 13
+  link:  

_data/lec.yml

@@ -1,31 +1,28 @@
-- name: "Placeholder: Zero Index offset"
-  number: 0
-
 - name: "Introduction, Course Overview"
   number: 1
   demo:
   demo-blank:
   slides:
 
-- name: "Jupyter Notebooks, Arithmetic"
+- name: "Evaluation, Rates, and Names"
   number: 2
   demo:
   demo-blank:
   slides:
 
-- name: "Evaluations, Names, and Data Types"
+- name: "Arrays, Indexing, Working with Data"
   number: 3
   demo:
   demo_blank:
   slides:
 
-- name: "Arrays, NumPy, Index, Working with Data"
+- name: "Variables and Units of Analysis"
   number: 4
   demo:
   demo-blank:
   slides:
 
-- name:  "Introduction to Social Science Research"
+- name:  "Cause and Effect"
   number: 5
   demo:
   demo-blank:
@@ -37,14 +34,113 @@
   demo-blank:
   slides:
 
-- name: 
+- name: "Introduction to Visualization"
   number: 7
   demo:
   demo-blank:
   slides:
 
-- name: 
+- name: "Histograms"
   number: 8
   demo:
   demo-blank:
   slides:
+
+- name: "Center and Spread"
+  number: 9
+  demo:
+  demo-blank:
+  slides:
+
+- name: "Filtering and Boolean"
+  number: 12
+  demo:
+  demo-blank:
+  slides:
+
+
+- name: "Grouping, Pivoting, and Disaggregating"
+  number: 10
+  demo:
+  demo-blank:
+  slides:
+
+- name: "More Pivoting, Joining"
+  number: 11
+  demo:
+  demo-blank:
+  slides:
+
+- name: "Functions and Scope"
+  number: 13
+  demo:
+  demo-blank:
+  slides:
+
+- name: "Control: Conditionals"
+  number: 14
+  demo:
+  demo-blank:
+  slides:
+
+
+- name: "Control: Iteration"
+  number: 16
+  demo:
+  demo-blank:
+  slides:
+
+- name: "Higher Order Functions"
+  number: 15
+  demo:
+  demo-blank:
+  slides:
+
+- name: "Practice"
+  number: 17
+  demo:
+  demo-blank:
+  slides:
+
+- name: "Measurements, Validity and Reliability"
+  number: 18
+  demo:
+  demo-blank:
+  slides:
+
+- name: "APIs, File Formats and Dictionaries"
+  number: 19
+  demo:
+  demo-blank:
+  slides:
+
+- name: "Computational Social Science"
+  number: 20
+  demo:
+  demo-blank:
+  slides:
+
+- name: "Sampling a Population"
+  number: 21
+  demo:
+  demo-blank:
+  slides:
+
+
+- name: "LLMs and Prompt Engineering, NLP"
+  number: 22
+  demo:
+  demo-blank:
+  slides:
+
+- name: "Industry APIs: polars"
+  number: 23
+  demo:
+  demo-blank:
+  slides:
+
+- name: "Conclusion"
+  number: 24
+  demo:
+  demo-blank:
+  slides:

_data/proj.yml

@@ -0,0 +1,19 @@
+- name: "Explore Dataset"
+  number: 1
+  link:
+
+- name: "(Bickel) Education and Admissions"
+  number: 2
+  link: 
+
+- name: "BMI"
+  number: 3
+  link: 
+
+- name: "Final Project (Part 1)"
+  number: 4
+  link: 
+
+- name: "Final Project (Part 2)"
+  number: 5
+  link: 

_data/reading.yml

@@ -6,4 +6,14 @@
   link: 
 - name: "Reading 03"
   link: 
+- name: "Reading 04"
+  link: 
+- name: "Reading 05"
+  link: 
+- name: "Reading 06"
+  link: 
+- name: "Reading 07"
+  link: 
+- name: "Reading 08"
+  link: 
 

_modules/week-02.md

@@ -4,19 +4,20 @@ class: Berkeley
 status: Active
 ---
 Tue Sep 2 
-: **Homework 1**{: .label .label-homework} [{{ site.data.hw[1].name }}]({{ site.data.hw[1].link }})
+: **Homework 0**{: .label .label-homework} [{{ site.data.hw[0].name }}]({{ site.data.hw[0].link }})
     (due Mon 9/8)
 
 Wed Sep 3 
 : **2**{: .label} {{ site.data.lec[2].name }} 
     : [Slides]({{ site.data.lec[2].slides}})
       • [Blank Demo]( {{ site.data.lec[2].demo-blank }})
 : **Reading**{: .label .label-reading} [{{ site.data.reading[2].name }}]({{ site.data.reading[2].link}}) 
+: **Lab 2**{: .label .label-lab} [{{ site.data.lab[2].name }}]({{ site.data.lab[2].link }}) (due Fri 9/5)
 
-Fri Aug 29
+Fri Sep 5
 : **Discussion 2**{: .label .label-discussion} {{ site.data.disc[2].name }}
    : [Slides]({{ site.data.disc[2].slides }})
-     • [Worksheet]( {{ site.data.disc[1].worksheet }})
-     • [Solution]( {{ site.data.disc[1].solution }})
+     • [Worksheet]( {{ site.data.disc[2].worksheet }})
+     • [Solution]( {{ site.data.disc[2].solution }})
 
 

_modules/week-03.md

@@ -0,0 +1,26 @@
+---
+title: Week 3 — Arrays and Variables
+class: Berkeley
+status: Active
+---
+Mon Sep 8
+: **3**{: .label} {{ site.data.lec[3].name }} 
+    : [Slides]({{ site.data.lec[3].slides}})
+      • [Blank Demo]( {{ site.data.lec[3].demo-blank }})
+
+Wed Sep 10
+: **4**{: .label} {{ site.data.lec[4].name }} 
+    : [Slides]({{ site.data.lec[4].slides}})
+      • [Blank Demo]( {{ site.data.lec[4].demo-blank }})
+: **Reading**{: .label .label-reading} [{{ site.data.reading[3].name }}]({{ site.data.reading[3].link}}) 
+: **Homework 1**{: .label .label-homework} [{{ site.data.hw[1].name }}]({{ site.data.hw[1].link }})
+    (due Wed 9/17)
+: **Lab 3**{: .label .label-lab} [{{ site.data.lab[3].name }}]({{ site.data.lab[3].link }}) (due Fri 9/12)
+
+Fri Sep 12
+: **Discussion 3**{: .label .label-discussion} {{ site.data.disc[3].name }}
+   : [Slides]({{ site.data.disc[3].slides }})
+     • [Worksheet]( {{ site.data.disc[3].worksheet }})
+     • [Solution]( {{ site.data.disc[3].solution }})
+
+