diff --git a/_modules/week-02.md b/_modules/week-02.md
index 155b18e..f41f364 100644
--- a/_modules/week-02.md
+++ b/_modules/week-02.md
@@ -2,12 +2,11 @@
 title: Week 2
 ---
 
-Jan 22
-: **Discussion 1**{: .label .label-disc } Prerequisites
 
 Jan 23
 : **Lecture 3**{: .label .label-lecture} Pandas II
 : **Lecture Participation 3**{: .label .label-survey } Lecture Participation 3
+: **Discussion 1**{: .label .label-disc } Prerequisites
 
 Jan 25
 : **Lecture 4**{: .label .label-lecture } Pandas III
diff --git a/_modules/week-03.md b/_modules/week-03.md
index baf4022..2ee560a 100644
--- a/_modules/week-03.md
+++ b/_modules/week-03.md
@@ -2,12 +2,10 @@
 title: Week 3
 ---
 
-Jan 29
-: **Discussion 2**{: .label .label-disc } Pandas I
-
 Jan 30
 : **Lecture 5**{: .label .label-lecture} Data Cleaning and EDA
 : **Lecture Participation 5**{: .label .label-survey } Lecture Participation 5
+: **Discussion 2**{: .label .label-disc } Pandas I
 
 Feb 1
 : **Lecture 6**{: .label .label-lecture} Regex (and finish EDA)
diff --git a/_modules/week-04.md b/_modules/week-04.md
index 00ca11a..bdf2bea 100644
--- a/_modules/week-04.md
+++ b/_modules/week-04.md
@@ -2,12 +2,10 @@
 title: Week 4
 ---
 
-Feb 5
-: **Discussion 3**{: .label .label-disc } Pandas II, EDA
-
 Feb 6
 : **Lecture 7**{: .label .label-lecture} Visualization I
 : **Lecture Participation 7**{: .label .label-survey } Lecture Participation 7
+: **Discussion 3**{: .label .label-disc } Pandas II, EDA
 
 Feb 8
 : **Lecture 8**{: .label .label-lecture} Visualization I
diff --git a/_modules/week-05.md b/_modules/week-05.md
index f516837..becf539 100644
--- a/_modules/week-05.md
+++ b/_modules/week-05.md
@@ -2,12 +2,10 @@
 title: Week 5
 ---
 
-Feb 12
-: **Discussion 4**{: .label .label-disc } Regex, Visualization, and Transformation
-
 Feb 13
 : **Lecture 9**{: .label .label-lecture} Sampling
 : **Lecture Participation 9**{: .label .label-survey } Lecture Participation 9
+: **Discussion 4**{: .label .label-disc } Regex, Visualization, and Transformation
 
 Feb 15
 : **Lecture 10**{: .label .label-lecture} Modeling, SLR
diff --git a/_modules/week-06.md b/_modules/week-06.md
index 4484dee..7c8afc1 100644
--- a/_modules/week-06.md
+++ b/_modules/week-06.md
@@ -1,12 +1,11 @@
 ---
 title: Week 6
 ---
-Feb 19
-: **Discussion 5**{: .label .label-disc } Probability, Sampling, and Visualization
 
 Feb 20
 : **Lecture 11**{: .label .label-lecture} Constant model, Loss, and Transformations
 : **Lecture Participation 11**{: .label .label-survey } Lecture Participation 11
+: **Discussion 5**{: .label .label-disc } Probability, Sampling, and Visualization
 
 Feb 22
 : **Lecture 12**{: .label .label-lecture} OLS (Multiple Regression)
diff --git a/_modules/week-07.md b/_modules/week-07.md
index ae95199..139647e 100644
--- a/_modules/week-07.md
+++ b/_modules/week-07.md
@@ -2,12 +2,10 @@
 title: Week 7
 ---
 
-Feb 26
-: **Discussion 6**{: .label .label-disc } Probability, Sampling, and Visualization
-
 Feb 27
 : **Lecture 13**{: .label .label-lecture} Gradient descent / sklearn
 : **Lecture Participation 13**{: .label .label-survey } Lecture Participation 13
+: **Discussion 6**{: .label .label-disc } Probability, Sampling, and Visualization
 
 Feb 29
 : **Lecture 14**{: .label .label-lecture} Feature Engineering
diff --git a/_modules/week-08.md b/_modules/week-08.md
index eae7d2c..3e22d6b 100644
--- a/_modules/week-08.md
+++ b/_modules/week-08.md
@@ -2,12 +2,10 @@
 title: Week 8
 ---
 
-Mar 4
-: **Discussion 7**{: .label .label-disc } Probability, Sampling, and Visualization
-
 Mar 5
 : **Lecture 15**{: .label .label-lecture} Guest Lecture - TBD
 : **Lecture Participation 15**{: .label .label-survey } Lecture Participation 15
+: **Discussion 7**{: .label .label-disc } Probability, Sampling, and Visualization
 
 Mar 7
 : **Lecture 16**{: .label .label-lecture} Case Study (HCE): CCAO
diff --git a/_modules/week-09.md b/_modules/week-09.md
index b636454..5f371fb 100644
--- a/_modules/week-09.md
+++ b/_modules/week-09.md
@@ -2,12 +2,11 @@
 title: Week 9
 ---
 
-Mar 11
-: **Discussion 8**{: .label .label-disc } Feature Engineering, Housing
 
 Mar 12
 : **Lecture 17**{: .label .label-lecture} Cross-Validation and Regularization
 : **Lecture Participation 17**{: .label .label-survey } Lecture Participation 17
+: **Discussion 8**{: .label .label-disc } Feature Engineering, Housing
 
 Mar 14
 : **Lecture 18**{: .label .label-lecture} Random Variables
diff --git a/_modules/week-10.md b/_modules/week-10.md
index 34143c0..54b12aa 100644
--- a/_modules/week-10.md
+++ b/_modules/week-10.md
@@ -2,12 +2,11 @@
 title: Week 10
 ---
 
-Mar 18
-: **Discussion 9**{: .label .label-disc } Cross-Validation and Regularization
 
 Mar 19
 : **Lecture 19**{: .label .label-lecture} Estimators, Bias, and Variance
 : **Lecture Participation 19**{: .label .label-survey } Lecture Participation 19
+: **Discussion 9**{: .label .label-disc } Cross-Validation and Regularization
 
 Mar 21
 : **Lecture 20**{: .label .label-lecture} Causal Inference and Confounding
diff --git a/_modules/week-12.md b/_modules/week-12.md
index 475bf53..7a51397 100644
--- a/_modules/week-12.md
+++ b/_modules/week-12.md
@@ -2,12 +2,11 @@
 title: Week 12
 ---
 
-Apr 1
-: **Discussion 10**{: .label .label-disc } RVs, Bias, and Variance
 
 Apr 2
 : **Lecture 21**{: .label .label-lecture} SQL I
 : **Lecture Participation 21**{: .label .label-survey } Lecture Participation 21
+: **Discussion 10**{: .label .label-disc } RVs, Bias, and Variance
 
 Apr 4
 : **Lecture 22**{: .label .label-lecture} SQL II and Cloud Data
diff --git a/_modules/week-13.md b/_modules/week-13.md
index 0e8ffdf..ec026e3 100644
--- a/_modules/week-13.md
+++ b/_modules/week-13.md
@@ -2,12 +2,11 @@
 title: Week 13
 ---
 
-Apr 8
-: **Discussion 11**{: .label .label-disc } SQL
 
 Apr 9
 : **Lecture 23**{: .label .label-lecture} Logistic Regression I
 : **Lecture Participation 23**{: .label .label-survey } Lecture Participation 23
+: **Discussion 11**{: .label .label-disc } SQL
 
 Apr 11
 : **Lecture 24**{: .label .label-lecture} Logistic Regression II
diff --git a/_modules/week-14.md b/_modules/week-14.md
index 3c455ce..eb112fe 100644
--- a/_modules/week-14.md
+++ b/_modules/week-14.md
@@ -2,12 +2,11 @@
 title: Week 14
 ---
 
-Apr 15
-: **Discussion 12**{: .label .label-disc } Logistic Regression
 
 Apr 16
 : **Lecture 25**{: .label .label-lecture} PCA I
 : **Lecture Participation 25**{: .label .label-survey } Lecture Participation 25
+: **Discussion 12**{: .label .label-disc } Logistic Regression
 
 Apr 18
 : **Lecture 26**{: .label .label-lecture} PCA II
diff --git a/_modules/week-15.md b/_modules/week-15.md
index fcf2b04..d1b4b98 100644
--- a/_modules/week-15.md
+++ b/_modules/week-15.md
@@ -2,12 +2,11 @@
 title: Week 15
 ---
 
-Apr 22
-: **Discussion 13**{: .label .label-disc } PCA
 
 Apr 23
 : **Lecture 27**{: .label .label-lecture} KMeans Clustering
 : **Lecture Participation 27**{: .label .label-survey } Lecture Participation 27
+: **Discussion 13**{: .label .label-disc } PCA
 
 Apr 25
 : **Lecture 28**{: .label .label-lecture} Guest + closing
diff --git a/_site/assets/js/search-data.json b/_site/assets/js/search-data.json
index f19efd4..115f137 100644
--- a/_site/assets/js/search-data.json
+++ b/_site/assets/js/search-data.json
@@ -211,63 +211,63 @@
   },"30": {
     "doc": "Home / Schedule",
     "title": "Week 2",
-    "content": "Jan 22 Discussion 1 Prerequisites Jan 23 Lecture 3 Pandas II Lecture Participation 3 Lecture Participation 3 Jan 25 Lecture 4 Pandas III Lecture Participation 4 Lecture Participation 4 Jan 26 Lab 2A Pandas (due Jan 30) Homework 2A Food Safety (due Feb 1) ",
+    "content": "Jan 23 Lecture 3 Pandas II Lecture Participation 3 Lecture Participation 3 Discussion 1 Prerequisites Jan 25 Lecture 4 Pandas III Lecture Participation 4 Lecture Participation 4 Jan 26 Lab 2A Pandas (due Jan 30) Homework 2A Food Safety (due Feb 1) ",
     "url": "/sp24-testing/#week-2",
     
     "relUrl": "/#week-2"
   },"31": {
     "doc": "Home / Schedule",
     "title": "Week 3",
-    "content": "Jan 29 Discussion 2 Pandas I Jan 30 Lecture 5 Data Cleaning and EDA Lecture Participation 5 Lecture Participation 5 Feb 1 Lecture 6 Regex (and finish EDA) Lecture Participation 6 Lecture Participation 6 Feb 2 Lab 2B Data Cleaning and EDA (due Feb 6) Homework 2B Food Safety II (due Feb 8) ",
+    "content": "Jan 30 Lecture 5 Data Cleaning and EDA Lecture Participation 5 Lecture Participation 5 Discussion 2 Pandas I Feb 1 Lecture 6 Regex (and finish EDA) Lecture Participation 6 Lecture Participation 6 Feb 2 Lab 2B Data Cleaning and EDA (due Feb 6) Homework 2B Food Safety II (due Feb 8) ",
     "url": "/sp24-testing/#week-3",
     
     "relUrl": "/#week-3"
   },"32": {
     "doc": "Home / Schedule",
     "title": "Week 4",
-    "content": "Feb 5 Discussion 3 Pandas II, EDA Feb 6 Lecture 7 Visualization I Lecture Participation 7 Lecture Participation 7 Feb 8 Lecture 8 Visualization I Lecture Participation 8 Lecture Participation 8 Feb 9 Lab 3 Regex, EDA (due Feb 13) Homework 3 Tweets (due Feb 15) ",
+    "content": "Feb 6 Lecture 7 Visualization I Lecture Participation 7 Lecture Participation 7 Discussion 3 Pandas II, EDA Feb 8 Lecture 8 Visualization I Lecture Participation 8 Lecture Participation 8 Feb 9 Lab 3 Regex, EDA (due Feb 13) Homework 3 Tweets (due Feb 15) ",
     "url": "/sp24-testing/#week-4",
     
     "relUrl": "/#week-4"
   },"33": {
     "doc": "Home / Schedule",
     "title": "Week 5",
-    "content": "Feb 12 Discussion 4 Regex, Visualization, and Transformation Feb 13 Lecture 9 Sampling Lecture Participation 9 Lecture Participation 9 Feb 15 Lecture 10 Modeling, SLR Lecture Participation 10 Lecture Participation 10 Feb 16 Lab 4 Transformations (due Feb 20) Homework 3 Bike Sharing (due Feb 22) ",
+    "content": "Feb 13 Lecture 9 Sampling Lecture Participation 9 Lecture Participation 9 Discussion 4 Regex, Visualization, and Transformation Feb 15 Lecture 10 Modeling, SLR Lecture Participation 10 Lecture Participation 10 Feb 16 Lab 4 Transformations (due Feb 20) Homework 3 Bike Sharing (due Feb 22) ",
     "url": "/sp24-testing/#week-5",
     
     "relUrl": "/#week-5"
   },"34": {
     "doc": "Home / Schedule",
     "title": "Week 6",
-    "content": "Feb 19 Discussion 5 Probability, Sampling, and Visualization Feb 20 Lecture 11 Constant model, Loss, and Transformations Lecture Participation 11 Lecture Participation 11 Feb 22 Lecture 12 OLS (Multiple Regression) Lecture Participation 12 Lecture Participation 12 Feb 23 Lab 5 Modeling, Summary Statistics, and Loss Functions (due Feb 27) Homework 5 Modeling (due Feb 29) ",
+    "content": "Feb 20 Lecture 11 Constant model, Loss, and Transformations Lecture Participation 11 Lecture Participation 11 Discussion 5 Probability, Sampling, and Visualization Feb 22 Lecture 12 OLS (Multiple Regression) Lecture Participation 12 Lecture Participation 12 Feb 23 Lab 5 Modeling, Summary Statistics, and Loss Functions (due Feb 27) Homework 5 Modeling (due Feb 29) ",
     "url": "/sp24-testing/#week-6",
     
     "relUrl": "/#week-6"
   },"35": {
     "doc": "Home / Schedule",
     "title": "Week 7",
-    "content": "Feb 26 Discussion 6 Probability, Sampling, and Visualization Feb 27 Lecture 13 Gradient descent / sklearn Lecture Participation 13 Lecture Participation 13 Feb 29 Lecture 14 Feature Engineering Lecture Participation 14 Lecture Participation 14 Mar 1 Lab 6 OLS (due Mar 5) Homework 6 Regression (due Mar 7) ",
+    "content": "Feb 27 Lecture 13 Gradient descent / sklearn Lecture Participation 13 Lecture Participation 13 Discussion 6 Probability, Sampling, and Visualization Feb 29 Lecture 14 Feature Engineering Lecture Participation 14 Lecture Participation 14 Mar 1 Lab 6 OLS (due Mar 5) Homework 6 Regression (due Mar 7) ",
     "url": "/sp24-testing/#week-7",
     
     "relUrl": "/#week-7"
   },"36": {
     "doc": "Home / Schedule",
     "title": "Week 8",
-    "content": "Mar 4 Discussion 7 Probability, Sampling, and Visualization Mar 5 Lecture 15 Guest Lecture - TBD Lecture Participation 15 Lecture Participation 15 Mar 7 Lecture 16 Case Study (HCE): CCAO Lecture Participation 16 Lecture Participation 16 Mar 8 Lab 7 Gradient descent and Sklearn (due Mar 12) Project A1 Housing I (due Mar 14) ",
+    "content": "Mar 5 Lecture 15 Guest Lecture - TBD Lecture Participation 15 Lecture Participation 15 Discussion 7 Probability, Sampling, and Visualization Mar 7 Lecture 16 Case Study (HCE): CCAO Lecture Participation 16 Lecture Participation 16 Mar 8 Lab 7 Gradient descent and Sklearn (due Mar 12) Project A1 Housing I (due Mar 14) ",
     "url": "/sp24-testing/#week-8",
     
     "relUrl": "/#week-8"
   },"37": {
     "doc": "Home / Schedule",
     "title": "Week 9",
-    "content": "Mar 11 Discussion 8 Feature Engineering, Housing Mar 12 Lecture 17 Cross-Validation and Regularization Lecture Participation 17 Lecture Participation 17 Mar 14 Lecture 18 Random Variables Lecture Participation 18 Lecture Participation 18 Mar 15 Lab 8 Model Selection (due Mar 19) Project A2 Housing II (due Mar 21) ",
+    "content": "Mar 12 Lecture 17 Cross-Validation and Regularization Lecture Participation 17 Lecture Participation 17 Discussion 8 Feature Engineering, Housing Mar 14 Lecture 18 Random Variables Lecture Participation 18 Lecture Participation 18 Mar 15 Lab 8 Model Selection (due Mar 19) Project A2 Housing II (due Mar 21) ",
     "url": "/sp24-testing/#week-9",
     
     "relUrl": "/#week-9"
   },"38": {
     "doc": "Home / Schedule",
     "title": "Week 10",
-    "content": "Mar 18 Discussion 9 Cross-Validation and Regularization Mar 19 Lecture 19 Estimators, Bias, and Variance Lecture Participation 19 Lecture Participation 19 Mar 21 Lecture 20 Causal Inference and Confounding Lecture Participation 20 Lecture Participation 20 Mar 22 Lab 9 Probability (due Apr 2) Homework 7 Probability (due Apr 4) ",
+    "content": "Mar 19 Lecture 19 Estimators, Bias, and Variance Lecture Participation 19 Lecture Participation 19 Discussion 9 Cross-Validation and Regularization Mar 21 Lecture 20 Causal Inference and Confounding Lecture Participation 20 Lecture Participation 20 Mar 22 Lab 9 Probability (due Apr 2) Homework 7 Probability (due Apr 4) ",
     "url": "/sp24-testing/#week-10",
     
     "relUrl": "/#week-10"
@@ -281,28 +281,28 @@
   },"40": {
     "doc": "Home / Schedule",
     "title": "Week 12",
-    "content": "Apr 1 Discussion 10 RVs, Bias, and Variance Apr 2 Lecture 21 SQL I Lecture Participation 21 Lecture Participation 21 Apr 4 Lecture 22 SQL II and Cloud Data Lecture Participation 22 Lecture Participation 22 Apr 5 Lab 10 SQL (due Apr 9) Homework 8 SQL (due Apr 11) ",
+    "content": "Apr 2 Lecture 21 SQL I Lecture Participation 21 Lecture Participation 21 Discussion 10 RVs, Bias, and Variance Apr 4 Lecture 22 SQL II and Cloud Data Lecture Participation 22 Lecture Participation 22 Apr 5 Lab 10 SQL (due Apr 9) Homework 8 SQL (due Apr 11) ",
     "url": "/sp24-testing/#week-12",
     
     "relUrl": "/#week-12"
   },"41": {
     "doc": "Home / Schedule",
     "title": "Week 13",
-    "content": "Apr 8 Discussion 11 SQL Apr 9 Lecture 23 Logistic Regression I Lecture Participation 23 Lecture Participation 23 Apr 11 Lecture 24 Logistic Regression II Lecture Participation 24 Lecture Participation 24 Apr 12 Lab 11 Logistic Regression (due Apr 16) Project B1 Spam & Ham I (due Apr 18) ",
+    "content": "Apr 9 Lecture 23 Logistic Regression I Lecture Participation 23 Lecture Participation 23 Discussion 11 SQL Apr 11 Lecture 24 Logistic Regression II Lecture Participation 24 Lecture Participation 24 Apr 12 Lab 11 Logistic Regression (due Apr 16) Project B1 Spam & Ham I (due Apr 18) ",
     "url": "/sp24-testing/#week-13",
     
     "relUrl": "/#week-13"
   },"42": {
     "doc": "Home / Schedule",
     "title": "Week 14",
-    "content": "Apr 15 Discussion 12 Logistic Regression Apr 16 Lecture 25 PCA I Lecture Participation 25 Lecture Participation 25 Apr 18 Lecture 26 PCA II Lecture Participation 26 Lecture Participation 26 Apr 19 Lab 12 PCA (due Apr 23) Project B2 Spam & Ham II (due Apr 25) ",
+    "content": "Apr 16 Lecture 25 PCA I Lecture Participation 25 Lecture Participation 25 Discussion 12 Logistic Regression Apr 18 Lecture 26 PCA II Lecture Participation 26 Lecture Participation 26 Apr 19 Lab 12 PCA (due Apr 23) Project B2 Spam & Ham II (due Apr 25) ",
     "url": "/sp24-testing/#week-14",
     
     "relUrl": "/#week-14"
   },"43": {
     "doc": "Home / Schedule",
     "title": "Week 15",
-    "content": "Apr 22 Discussion 13 PCA Apr 23 Lecture 27 KMeans Clustering Lecture Participation 27 Lecture Participation 27 Apr 25 Lecture 28 Guest + closing Lecture Participation 28 Lecture Participation 28 Apr 26 Lab 13 Clustering (due Apr 30) ",
+    "content": "Apr 23 Lecture 27 KMeans Clustering Lecture Participation 27 Lecture Participation 27 Discussion 13 PCA Apr 25 Lecture 28 Guest + closing Lecture Participation 28 Lecture Participation 28 Apr 26 Lab 13 Clustering (due Apr 30) ",
     "url": "/sp24-testing/#week-15",
     
     "relUrl": "/#week-15"
diff --git a/_site/index.html b/_site/index.html
index 5f30743..88b4378 100644
--- a/_site/index.html
+++ b/_site/index.html
@@ -1 +1 @@
-<!DOCTYPE html> <html lang="en-US"> <head> <meta charset="UTF-8"> <meta http-equiv="X-UA-Compatible" content="IE=Edge"> <link rel="stylesheet" href="/sp24-testing/assets/css/just-the-docs-default.css"> <script src="/sp24-testing/assets/js/vendor/lunr.min.js"></script> <script src="/sp24-testing/assets/js/just-the-docs.js"></script> <meta name="viewport" content="width=device-width, initial-scale=1"> <link rel="icon" href="/sp24-testing/favicon.ico" type="image/x-icon"> <!-- Begin Jekyll SEO tag v2.8.0 --> <title>Home / Schedule | Data 100</title> <meta name="generator" content="Jekyll v3.9.3" /> <meta property="og:title" content="Home / Schedule" /> <meta name="author" content="Joseph E. Gonzalez, Narges Norouzi" /> <meta property="og:locale" content="en_US" /> <meta name="description" content="A week-to-week description of the content covered in the course." /> <meta property="og:description" content="A week-to-week description of the content covered in the course." /> <link rel="canonical" href="http://localhost:4000/sp24-testing/" /> <meta property="og:url" content="http://localhost:4000/sp24-testing/" /> <meta property="og:site_name" content="Data 100" /> <meta property="og:type" content="website" /> <meta name="twitter:card" content="summary" /> <meta property="twitter:title" content="Home / Schedule" /> <script type="application/ld+json"> {"@context":"https://schema.org","@type":"WebSite","author":{"@type":"Person","name":"Joseph E. 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Gonzalez" /> <div> <h3 class="staffer-name"> Joseph E. Gonzalez <p class="staffer-pronouns"><b>He/Him/His</b></p> </h3> <p><a href="mailto:jegonzal@cs.berkeley.edu">jegonzal@cs.berkeley.edu</a></p> <p><b>Office Hours:</b> TBD</p> </div> </div> <div class="staffer"> <img class="staffer-image" src="http://ds100.org/sp24-testing/resources/assets/staff_pics/Narges_Norouzi.jpg" alt="Narges Norouzi" /> <div> <h3 class="staffer-name"> Narges Norouzi <p class="staffer-pronouns"><b>She/Her/Hers</b></p> </h3> <p><a href="mailto:norouzi@berkeley.edu">norouzi@berkeley.edu</a></p> <p><b>Office Hours:</b> TBD</p> </div> </div> </div> </div> <blockquote class="highlight"> <p>Course website is currently under construction.</p> <p>Gradescope, YouTube playlist, and extrenuating circumstances form will be added soon on main page.</p> </blockquote> <!-- > Welcome to [Week 12](#week-12) of Data 100! --> <p><a name="schedule"></a></p> <h2 id="schedule">Schedule</h2> <h2 class="fs-4" id="week-1">Week 1</h2> <div class="module"> <dl> <dt>Jan 16</dt> <dd><strong class="label label-lecture">Lecture 1</strong> Introduction</dd> <dd><strong class="label label-survey">Lecture Participation 1</strong> Lecture Participation 1</dd> <dt>Jan 18</dt> <dd><strong class="label label-lecture">Lecture 2</strong> Pandas I</dd> <dd><strong class="label label-survey">Lecture Participation 2</strong> Lecture Participation 2</dd> <dt>Jan 19</dt> <dd><strong class="label label-lab">Lab 1</strong> Prerequisite Coding (due Jan 23)</dd> <dd><strong class="label label-hw">Homework 1</strong> Prerequisite Math (due Jan 25)</dd> </dl> </div> <h2 class="fs-4" id="week-2">Week 2</h2> <div class="module"> <dl> <dt>Jan 22</dt> <dd><strong class="label label-disc">Discussion 1</strong> Prerequisites</dd> <dt>Jan 23</dt> <dd><strong class="label label-lecture">Lecture 3</strong> Pandas II</dd> <dd><strong class="label label-survey">Lecture Participation 3</strong> Lecture Participation 3</dd> <dt>Jan 25</dt> <dd><strong class="label label-lecture">Lecture 4</strong> Pandas III</dd> <dd><strong class="label label-survey">Lecture Participation 4</strong> Lecture Participation 4</dd> <dt>Jan 26</dt> <dd><strong class="label label-lab">Lab 2A</strong> Pandas (due Jan 30)</dd> <dd><strong class="label label-hw">Homework 2A</strong> Food Safety (due Feb 1)</dd> </dl> </div> <h2 class="fs-4" id="week-3">Week 3</h2> <div class="module"> <dl> <dt>Jan 29</dt> <dd><strong class="label label-disc">Discussion 2</strong> Pandas I</dd> <dt>Jan 30</dt> <dd><strong class="label label-lecture">Lecture 5</strong> Data Cleaning and EDA</dd> <dd><strong class="label label-survey">Lecture Participation 5</strong> Lecture Participation 5</dd> <dt>Feb 1</dt> <dd><strong class="label label-lecture">Lecture 6</strong> Regex (and finish EDA)</dd> <dd><strong class="label label-survey">Lecture Participation 6</strong> Lecture Participation 6</dd> <dt>Feb 2</dt> <dd><strong class="label label-lab">Lab 2B</strong> Data Cleaning and EDA (due Feb 6)</dd> <dd><strong class="label label-hw">Homework 2B</strong> Food Safety II (due Feb 8)</dd> </dl> </div> <h2 class="fs-4" id="week-4">Week 4</h2> <div class="module"> <dl> <dt>Feb 5</dt> <dd><strong class="label label-disc">Discussion 3</strong> Pandas II, EDA</dd> <dt>Feb 6</dt> <dd><strong class="label label-lecture">Lecture 7</strong> Visualization I</dd> <dd><strong class="label label-survey">Lecture Participation 7</strong> Lecture Participation 7</dd> <dt>Feb 8</dt> <dd><strong class="label label-lecture">Lecture 8</strong> Visualization I</dd> <dd><strong class="label label-survey">Lecture Participation 8</strong> Lecture Participation 8</dd> <dt>Feb 9</dt> <dd><strong class="label label-lab">Lab 3</strong> Regex, EDA (due Feb 13)</dd> <dd><strong class="label label-hw">Homework 3</strong> Tweets (due Feb 15)</dd> </dl> </div> <h2 class="fs-4" id="week-5">Week 5</h2> <div class="module"> <dl> <dt>Feb 12</dt> <dd><strong class="label label-disc">Discussion 4</strong> Regex, Visualization, and Transformation</dd> <dt>Feb 13</dt> <dd><strong class="label label-lecture">Lecture 9</strong> Sampling</dd> <dd><strong class="label label-survey">Lecture Participation 9</strong> Lecture Participation 9</dd> <dt>Feb 15</dt> <dd><strong class="label label-lecture">Lecture 10</strong> Modeling, SLR</dd> <dd><strong class="label label-survey">Lecture Participation 10</strong> Lecture Participation 10</dd> <dt>Feb 16</dt> <dd><strong class="label label-lab">Lab 4</strong> Transformations (due Feb 20)</dd> <dd><strong class="label label-hw">Homework 3</strong> Bike Sharing (due Feb 22)</dd> </dl> </div> <h2 class="fs-4" id="week-6">Week 6</h2> <div class="module"> <dl> <dt>Feb 19</dt> <dd><strong class="label label-disc">Discussion 5</strong> Probability, Sampling, and Visualization</dd> <dt>Feb 20</dt> <dd><strong class="label label-lecture">Lecture 11</strong> Constant model, Loss, and Transformations</dd> <dd><strong class="label label-survey">Lecture Participation 11</strong> Lecture Participation 11</dd> <dt>Feb 22</dt> <dd><strong class="label label-lecture">Lecture 12</strong> OLS (Multiple Regression)</dd> <dd><strong class="label label-survey">Lecture Participation 12</strong> Lecture Participation 12</dd> <dt>Feb 23</dt> <dd><strong class="label label-lab">Lab 5</strong> Modeling, Summary Statistics, and Loss Functions (due Feb 27)</dd> <dd><strong class="label label-hw">Homework 5</strong> Modeling (due Feb 29)</dd> </dl> </div> <h2 class="fs-4" id="week-7">Week 7</h2> <div class="module"> <dl> <dt>Feb 26</dt> <dd><strong class="label label-disc">Discussion 6</strong> Probability, Sampling, and Visualization</dd> <dt>Feb 27</dt> <dd><strong class="label label-lecture">Lecture 13</strong> Gradient descent / sklearn</dd> <dd><strong class="label label-survey">Lecture Participation 13</strong> Lecture Participation 13</dd> <dt>Feb 29</dt> <dd><strong class="label label-lecture">Lecture 14</strong> Feature Engineering</dd> <dd><strong class="label label-survey">Lecture Participation 14</strong> Lecture Participation 14</dd> <dt>Mar 1</dt> <dd><strong class="label label-lab">Lab 6</strong> OLS (due Mar 5)</dd> <dd><strong class="label label-hw">Homework 6</strong> Regression (due Mar 7)</dd> </dl> </div> <h2 class="fs-4" id="week-8">Week 8</h2> <div class="module"> <dl> <dt>Mar 4</dt> <dd><strong class="label label-disc">Discussion 7</strong> Probability, Sampling, and Visualization</dd> <dt>Mar 5</dt> <dd><strong class="label label-lecture">Lecture 15</strong> Guest Lecture - TBD</dd> <dd><strong class="label label-survey">Lecture Participation 15</strong> Lecture Participation 15</dd> <dt>Mar 7</dt> <dd><strong class="label label-lecture">Lecture 16</strong> Case Study (HCE): CCAO</dd> <dd><strong class="label label-survey">Lecture Participation 16</strong> Lecture Participation 16</dd> <dt>Mar 8</dt> <dd><strong class="label label-lab">Lab 7</strong> Gradient descent and Sklearn (due Mar 12)</dd> <dd><strong class="label label-hw">Project A1</strong> Housing I (due Mar 14)</dd> </dl> </div> <h2 class="fs-4" id="week-9">Week 9</h2> <div class="module"> <dl> <dt>Mar 11</dt> <dd><strong class="label label-disc">Discussion 8</strong> Feature Engineering, Housing</dd> <dt>Mar 12</dt> <dd><strong class="label label-lecture">Lecture 17</strong> Cross-Validation and Regularization</dd> <dd><strong class="label label-survey">Lecture Participation 17</strong> Lecture Participation 17</dd> <dt>Mar 14</dt> <dd><strong class="label label-lecture">Lecture 18</strong> Random Variables</dd> <dd><strong class="label label-survey">Lecture Participation 18</strong> Lecture Participation 18</dd> <dt>Mar 15</dt> <dd><strong class="label label-lab">Lab 8</strong> Model Selection (due Mar 19)</dd> <dd><strong class="label label-hw">Project A2</strong> Housing II (due Mar 21)</dd> </dl> </div> <h2 class="fs-4" id="week-10">Week 10</h2> <div class="module"> <dl> <dt>Mar 18</dt> <dd><strong class="label label-disc">Discussion 9</strong> Cross-Validation and Regularization</dd> <dt>Mar 19</dt> <dd><strong class="label label-lecture">Lecture 19</strong> Estimators, Bias, and Variance</dd> <dd><strong class="label label-survey">Lecture Participation 19</strong> Lecture Participation 19</dd> <dt>Mar 21</dt> <dd><strong class="label label-lecture">Lecture 20</strong> Causal Inference and Confounding</dd> <dd><strong class="label label-survey">Lecture Participation 20</strong> Lecture Participation 20</dd> <dt>Mar 22</dt> <dd><strong class="label label-lab">Lab 9</strong> Probability (due Apr 2)</dd> <dd><strong class="label label-hw">Homework 7</strong> Probability (due Apr 4)</dd> </dl> </div> <h2 class="fs-4" id="week-11">Week 11</h2> <div class="module"> <dl> <dt>Mar 25</dt> <dd>Spring Break</dd> <dt>Mar 26</dt> <dd>Spring Break</dd> <dt>Mar 27</dt> <dd>Spring Break</dd> <dt>Mar 28</dt> <dd>Spring Break</dd> <dt>Mar 29</dt> <dd>Spring Break</dd> </dl> </div> <h2 class="fs-4" id="week-12">Week 12</h2> <div class="module"> <dl> <dt>Apr 1</dt> <dd><strong class="label label-disc">Discussion 10</strong> RVs, Bias, and Variance</dd> <dt>Apr 2</dt> <dd><strong class="label label-lecture">Lecture 21</strong> SQL I</dd> <dd><strong class="label label-survey">Lecture Participation 21</strong> Lecture Participation 21</dd> <dt>Apr 4</dt> <dd><strong class="label label-lecture">Lecture 22</strong> SQL II and Cloud Data</dd> <dd><strong class="label label-survey">Lecture Participation 22</strong> Lecture Participation 22</dd> <dt>Apr 5</dt> <dd><strong class="label label-lab">Lab 10</strong> SQL (due Apr 9)</dd> <dd><strong class="label label-hw">Homework 8</strong> SQL (due Apr 11)</dd> </dl> </div> <h2 class="fs-4" id="week-13">Week 13</h2> <div class="module"> <dl> <dt>Apr 8</dt> <dd><strong class="label label-disc">Discussion 11</strong> SQL</dd> <dt>Apr 9</dt> <dd><strong class="label label-lecture">Lecture 23</strong> Logistic Regression I</dd> <dd><strong class="label label-survey">Lecture Participation 23</strong> Lecture Participation 23</dd> <dt>Apr 11</dt> <dd><strong class="label label-lecture">Lecture 24</strong> Logistic Regression II</dd> <dd><strong class="label label-survey">Lecture Participation 24</strong> Lecture Participation 24</dd> <dt>Apr 12</dt> <dd><strong class="label label-lab">Lab 11</strong> Logistic Regression (due Apr 16)</dd> <dd><strong class="label label-hw">Project B1</strong> Spam &amp; Ham I (due Apr 18)</dd> </dl> </div> <h2 class="fs-4" id="week-14">Week 14</h2> <div class="module"> <dl> <dt>Apr 15</dt> <dd><strong class="label label-disc">Discussion 12</strong> Logistic Regression</dd> <dt>Apr 16</dt> <dd><strong class="label label-lecture">Lecture 25</strong> PCA I</dd> <dd><strong class="label label-survey">Lecture Participation 25</strong> Lecture Participation 25</dd> <dt>Apr 18</dt> <dd><strong class="label label-lecture">Lecture 26</strong> PCA II</dd> <dd><strong class="label label-survey">Lecture Participation 26</strong> Lecture Participation 26</dd> <dt>Apr 19</dt> <dd><strong class="label label-lab">Lab 12</strong> PCA (due Apr 23)</dd> <dd><strong class="label label-hw">Project B2</strong> Spam &amp; Ham II (due Apr 25)</dd> </dl> </div> <h2 class="fs-4" id="week-15">Week 15</h2> <div class="module"> <dl> <dt>Apr 22</dt> <dd><strong class="label label-disc">Discussion 13</strong> PCA</dd> <dt>Apr 23</dt> <dd><strong class="label label-lecture">Lecture 27</strong> KMeans Clustering</dd> <dd><strong class="label label-survey">Lecture Participation 27</strong> Lecture Participation 27</dd> <dt>Apr 25</dt> <dd><strong class="label label-lecture">Lecture 28</strong> Guest + closing</dd> <dd><strong class="label label-survey">Lecture Participation 28</strong> Lecture Participation 28</dd> <dt>Apr 26</dt> <dd><strong class="label label-lab">Lab 13</strong> Clustering (due Apr 30)</dd> </dl> </div> <h2 class="fs-4" id="week-16">Week 16</h2> <div class="module"> <dl> <dt>Apr 29</dt> <dd>RRR</dd> <dt>Apr 30</dt> <dd>RRR</dd> <dt>May 1</dt> <dd>RRR</dd> <dt>May 2</dt> <dd>RRR</dd> <dt>May 3</dt> <dd>RRR</dd> </dl> </div> <h2 class="fs-4" id="week-17">Week 17</h2> <div class="module"> <dl> <dt>May 9</dt> <dd><strong class="label label-exam">Final Exam</strong> Final (8:00am - 11:00am)</dd> </dl> </div> </main> </div> </div> <div class="search-overlay"></div> </div> </body> </html>
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Gonzalez" /> <div> <h3 class="staffer-name"> Joseph E. Gonzalez <p class="staffer-pronouns"><b>He/Him/His</b></p> </h3> <p><a href="mailto:jegonzal@cs.berkeley.edu">jegonzal@cs.berkeley.edu</a></p> <p><b>Office Hours:</b> TBD</p> </div> </div> <div class="staffer"> <img class="staffer-image" src="http://ds100.org/sp24-testing/resources/assets/staff_pics/Narges_Norouzi.jpg" alt="Narges Norouzi" /> <div> <h3 class="staffer-name"> Narges Norouzi <p class="staffer-pronouns"><b>She/Her/Hers</b></p> </h3> <p><a href="mailto:norouzi@berkeley.edu">norouzi@berkeley.edu</a></p> <p><b>Office Hours:</b> TBD</p> </div> </div> </div> </div> <blockquote class="highlight"> <p>Course website is currently under construction.</p> <p>Gradescope, YouTube playlist, and extrenuating circumstances form will be added soon on main page.</p> </blockquote> <!-- > Welcome to [Week 12](#week-12) of Data 100! --> <p><a name="schedule"></a></p> <h2 id="schedule">Schedule</h2> <h2 class="fs-4" id="week-1">Week 1</h2> <div class="module"> <dl> <dt>Jan 16</dt> <dd><strong class="label label-lecture">Lecture 1</strong> Introduction</dd> <dd><strong class="label label-survey">Lecture Participation 1</strong> Lecture Participation 1</dd> <dt>Jan 18</dt> <dd><strong class="label label-lecture">Lecture 2</strong> Pandas I</dd> <dd><strong class="label label-survey">Lecture Participation 2</strong> Lecture Participation 2</dd> <dt>Jan 19</dt> <dd><strong class="label label-lab">Lab 1</strong> Prerequisite Coding (due Jan 23)</dd> <dd><strong class="label label-hw">Homework 1</strong> Prerequisite Math (due Jan 25)</dd> </dl> </div> <h2 class="fs-4" id="week-2">Week 2</h2> <div class="module"> <dl> <dt>Jan 23</dt> <dd><strong class="label label-lecture">Lecture 3</strong> Pandas II</dd> <dd><strong class="label label-survey">Lecture Participation 3</strong> Lecture Participation 3</dd> <dd><strong class="label label-disc">Discussion 1</strong> Prerequisites</dd> <dt>Jan 25</dt> <dd><strong class="label label-lecture">Lecture 4</strong> Pandas III</dd> <dd><strong class="label label-survey">Lecture Participation 4</strong> Lecture Participation 4</dd> <dt>Jan 26</dt> <dd><strong class="label label-lab">Lab 2A</strong> Pandas (due Jan 30)</dd> <dd><strong class="label label-hw">Homework 2A</strong> Food Safety (due Feb 1)</dd> </dl> </div> <h2 class="fs-4" id="week-3">Week 3</h2> <div class="module"> <dl> <dt>Jan 30</dt> <dd><strong class="label label-lecture">Lecture 5</strong> Data Cleaning and EDA</dd> <dd><strong class="label label-survey">Lecture Participation 5</strong> Lecture Participation 5</dd> <dd><strong class="label label-disc">Discussion 2</strong> Pandas I</dd> <dt>Feb 1</dt> <dd><strong class="label label-lecture">Lecture 6</strong> Regex (and finish EDA)</dd> <dd><strong class="label label-survey">Lecture Participation 6</strong> Lecture Participation 6</dd> <dt>Feb 2</dt> <dd><strong class="label label-lab">Lab 2B</strong> Data Cleaning and EDA (due Feb 6)</dd> <dd><strong class="label label-hw">Homework 2B</strong> Food Safety II (due Feb 8)</dd> </dl> </div> <h2 class="fs-4" id="week-4">Week 4</h2> <div class="module"> <dl> <dt>Feb 6</dt> <dd><strong class="label label-lecture">Lecture 7</strong> Visualization I</dd> <dd><strong class="label label-survey">Lecture Participation 7</strong> Lecture Participation 7</dd> <dd><strong class="label label-disc">Discussion 3</strong> Pandas II, EDA</dd> <dt>Feb 8</dt> <dd><strong class="label label-lecture">Lecture 8</strong> Visualization I</dd> <dd><strong class="label label-survey">Lecture Participation 8</strong> Lecture Participation 8</dd> <dt>Feb 9</dt> <dd><strong class="label label-lab">Lab 3</strong> Regex, EDA (due Feb 13)</dd> <dd><strong class="label label-hw">Homework 3</strong> Tweets (due Feb 15)</dd> </dl> </div> <h2 class="fs-4" id="week-5">Week 5</h2> <div class="module"> <dl> <dt>Feb 13</dt> <dd><strong class="label label-lecture">Lecture 9</strong> Sampling</dd> <dd><strong class="label label-survey">Lecture Participation 9</strong> Lecture Participation 9</dd> <dd><strong class="label label-disc">Discussion 4</strong> Regex, Visualization, and Transformation</dd> <dt>Feb 15</dt> <dd><strong class="label label-lecture">Lecture 10</strong> Modeling, SLR</dd> <dd><strong class="label label-survey">Lecture Participation 10</strong> Lecture Participation 10</dd> <dt>Feb 16</dt> <dd><strong class="label label-lab">Lab 4</strong> Transformations (due Feb 20)</dd> <dd><strong class="label label-hw">Homework 3</strong> Bike Sharing (due Feb 22)</dd> </dl> </div> <h2 class="fs-4" id="week-6">Week 6</h2> <div class="module"> <dl> <dt>Feb 20</dt> <dd><strong class="label label-lecture">Lecture 11</strong> Constant model, Loss, and Transformations</dd> <dd><strong class="label label-survey">Lecture Participation 11</strong> Lecture Participation 11</dd> <dd><strong class="label label-disc">Discussion 5</strong> Probability, Sampling, and Visualization</dd> <dt>Feb 22</dt> <dd><strong class="label label-lecture">Lecture 12</strong> OLS (Multiple Regression)</dd> <dd><strong class="label label-survey">Lecture Participation 12</strong> Lecture Participation 12</dd> <dt>Feb 23</dt> <dd><strong class="label label-lab">Lab 5</strong> Modeling, Summary Statistics, and Loss Functions (due Feb 27)</dd> <dd><strong class="label label-hw">Homework 5</strong> Modeling (due Feb 29)</dd> </dl> </div> <h2 class="fs-4" id="week-7">Week 7</h2> <div class="module"> <dl> <dt>Feb 27</dt> <dd><strong class="label label-lecture">Lecture 13</strong> Gradient descent / sklearn</dd> <dd><strong class="label label-survey">Lecture Participation 13</strong> Lecture Participation 13</dd> <dd><strong class="label label-disc">Discussion 6</strong> Probability, Sampling, and Visualization</dd> <dt>Feb 29</dt> <dd><strong class="label label-lecture">Lecture 14</strong> Feature Engineering</dd> <dd><strong class="label label-survey">Lecture Participation 14</strong> Lecture Participation 14</dd> <dt>Mar 1</dt> <dd><strong class="label label-lab">Lab 6</strong> OLS (due Mar 5)</dd> <dd><strong class="label label-hw">Homework 6</strong> Regression (due Mar 7)</dd> </dl> </div> <h2 class="fs-4" id="week-8">Week 8</h2> <div class="module"> <dl> <dt>Mar 5</dt> <dd><strong class="label label-lecture">Lecture 15</strong> Guest Lecture - TBD</dd> <dd><strong class="label label-survey">Lecture Participation 15</strong> Lecture Participation 15</dd> <dd><strong class="label label-disc">Discussion 7</strong> Probability, Sampling, and Visualization</dd> <dt>Mar 7</dt> <dd><strong class="label label-lecture">Lecture 16</strong> Case Study (HCE): CCAO</dd> <dd><strong class="label label-survey">Lecture Participation 16</strong> Lecture Participation 16</dd> <dt>Mar 8</dt> <dd><strong class="label label-lab">Lab 7</strong> Gradient descent and Sklearn (due Mar 12)</dd> <dd><strong class="label label-hw">Project A1</strong> Housing I (due Mar 14)</dd> </dl> </div> <h2 class="fs-4" id="week-9">Week 9</h2> <div class="module"> <dl> <dt>Mar 12</dt> <dd><strong class="label label-lecture">Lecture 17</strong> Cross-Validation and Regularization</dd> <dd><strong class="label label-survey">Lecture Participation 17</strong> Lecture Participation 17</dd> <dd><strong class="label label-disc">Discussion 8</strong> Feature Engineering, Housing</dd> <dt>Mar 14</dt> <dd><strong class="label label-lecture">Lecture 18</strong> Random Variables</dd> <dd><strong class="label label-survey">Lecture Participation 18</strong> Lecture Participation 18</dd> <dt>Mar 15</dt> <dd><strong class="label label-lab">Lab 8</strong> Model Selection (due Mar 19)</dd> <dd><strong class="label label-hw">Project A2</strong> Housing II (due Mar 21)</dd> </dl> </div> <h2 class="fs-4" id="week-10">Week 10</h2> <div class="module"> <dl> <dt>Mar 19</dt> <dd><strong class="label label-lecture">Lecture 19</strong> Estimators, Bias, and Variance</dd> <dd><strong class="label label-survey">Lecture Participation 19</strong> Lecture Participation 19</dd> <dd><strong class="label label-disc">Discussion 9</strong> Cross-Validation and Regularization</dd> <dt>Mar 21</dt> <dd><strong class="label label-lecture">Lecture 20</strong> Causal Inference and Confounding</dd> <dd><strong class="label label-survey">Lecture Participation 20</strong> Lecture Participation 20</dd> <dt>Mar 22</dt> <dd><strong class="label label-lab">Lab 9</strong> Probability (due Apr 2)</dd> <dd><strong class="label label-hw">Homework 7</strong> Probability (due Apr 4)</dd> </dl> </div> <h2 class="fs-4" id="week-11">Week 11</h2> <div class="module"> <dl> <dt>Mar 25</dt> <dd>Spring Break</dd> <dt>Mar 26</dt> <dd>Spring Break</dd> <dt>Mar 27</dt> <dd>Spring Break</dd> <dt>Mar 28</dt> <dd>Spring Break</dd> <dt>Mar 29</dt> <dd>Spring Break</dd> </dl> </div> <h2 class="fs-4" id="week-12">Week 12</h2> <div class="module"> <dl> <dt>Apr 2</dt> <dd><strong class="label label-lecture">Lecture 21</strong> SQL I</dd> <dd><strong class="label label-survey">Lecture Participation 21</strong> Lecture Participation 21</dd> <dd><strong class="label label-disc">Discussion 10</strong> RVs, Bias, and Variance</dd> <dt>Apr 4</dt> <dd><strong class="label label-lecture">Lecture 22</strong> SQL II and Cloud Data</dd> <dd><strong class="label label-survey">Lecture Participation 22</strong> Lecture Participation 22</dd> <dt>Apr 5</dt> <dd><strong class="label label-lab">Lab 10</strong> SQL (due Apr 9)</dd> <dd><strong class="label label-hw">Homework 8</strong> SQL (due Apr 11)</dd> </dl> </div> <h2 class="fs-4" id="week-13">Week 13</h2> <div class="module"> <dl> <dt>Apr 9</dt> <dd><strong class="label label-lecture">Lecture 23</strong> Logistic Regression I</dd> <dd><strong class="label label-survey">Lecture Participation 23</strong> Lecture Participation 23</dd> <dd><strong class="label label-disc">Discussion 11</strong> SQL</dd> <dt>Apr 11</dt> <dd><strong class="label label-lecture">Lecture 24</strong> Logistic Regression II</dd> <dd><strong class="label label-survey">Lecture Participation 24</strong> Lecture Participation 24</dd> <dt>Apr 12</dt> <dd><strong class="label label-lab">Lab 11</strong> Logistic Regression (due Apr 16)</dd> <dd><strong class="label label-hw">Project B1</strong> Spam &amp; Ham I (due Apr 18)</dd> </dl> </div> <h2 class="fs-4" id="week-14">Week 14</h2> <div class="module"> <dl> <dt>Apr 16</dt> <dd><strong class="label label-lecture">Lecture 25</strong> PCA I</dd> <dd><strong class="label label-survey">Lecture Participation 25</strong> Lecture Participation 25</dd> <dd><strong class="label label-disc">Discussion 12</strong> Logistic Regression</dd> <dt>Apr 18</dt> <dd><strong class="label label-lecture">Lecture 26</strong> PCA II</dd> <dd><strong class="label label-survey">Lecture Participation 26</strong> Lecture Participation 26</dd> <dt>Apr 19</dt> <dd><strong class="label label-lab">Lab 12</strong> PCA (due Apr 23)</dd> <dd><strong class="label label-hw">Project B2</strong> Spam &amp; Ham II (due Apr 25)</dd> </dl> </div> <h2 class="fs-4" id="week-15">Week 15</h2> <div class="module"> <dl> <dt>Apr 23</dt> <dd><strong class="label label-lecture">Lecture 27</strong> KMeans Clustering</dd> <dd><strong class="label label-survey">Lecture Participation 27</strong> Lecture Participation 27</dd> <dd><strong class="label label-disc">Discussion 13</strong> PCA</dd> <dt>Apr 25</dt> <dd><strong class="label label-lecture">Lecture 28</strong> Guest + closing</dd> <dd><strong class="label label-survey">Lecture Participation 28</strong> Lecture Participation 28</dd> <dt>Apr 26</dt> <dd><strong class="label label-lab">Lab 13</strong> Clustering (due Apr 30)</dd> </dl> </div> <h2 class="fs-4" id="week-16">Week 16</h2> <div class="module"> <dl> <dt>Apr 29</dt> <dd>RRR</dd> <dt>Apr 30</dt> <dd>RRR</dd> <dt>May 1</dt> <dd>RRR</dd> <dt>May 2</dt> <dd>RRR</dd> <dt>May 3</dt> <dd>RRR</dd> </dl> </div> <h2 class="fs-4" id="week-17">Week 17</h2> <div class="module"> <dl> <dt>May 9</dt> <dd><strong class="label label-exam">Final Exam</strong> Final (8:00am - 11:00am)</dd> </dl> </div> </main> </div> </div> <div class="search-overlay"></div> </div> </body> </html>
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