From c41f0bbaf609fdba6446713d9f03003ae66fef18 Mon Sep 17 00:00:00 2001
From: Jen Looper <jen.looper@gmail.com>
Date: Mon, 1 Mar 2021 17:01:07 -0500
Subject: [PATCH] new lessons

---
 1-Introduction/README.md                      |  7 +--
 .../1-Tools}/README.md                        |  0
 2-Regression/1-Tools/assignment.md            |  9 ++++
 .../1-Tools}/translations/README.es.md        |  0
 .../2-Data}/README.md                         |  0
 2-Regression/2-Data/assignment.md             |  9 ++++
 .../2-Data}/translations/README.es.md         |  0
 .../3-Linear}/README.md                       |  0
 2-Regression/3-Linear/assignment.md           |  9 ++++
 .../3-Linear}/translations/README.es.md       |  0
 .../4-Logistic}/README.md                     |  0
 2-Regression/4-Logistic/assignment.md         |  9 ++++
 .../4-Logistic}/translations/README.es.md     |  0
 .../1-Data}/README.md                         |  0
 3-Classification/1-Data/assignment.md         |  9 ++++
 .../1-Data}/translations/README.es.md         |  0
 .../2-Discriminative}/README.md               |  0
 .../2-Discriminative/assignment.md            |  9 ++++
 .../translations/README.es.md                 |  0
 3-Classification/3-Generative/README.md       | 53 +++++++++++++++++++
 3-Classification/3-Generative/assignment.md   |  9 ++++
 .../3-Generative/translations/README.es.md    |  0
 3-Classification/4-Applied/README.md          | 53 +++++++++++++++++++
 3-Classification/4-Applied/assignment.md      |  9 ++++
 .../4-Applied/translations/README.es.md       |  0
 4-Clustering/1-Visualize/README.md            | 53 +++++++++++++++++++
 4-Clustering/1-Visualize/assignment.md        |  9 ++++
 .../1-Visualize/translations/README.es.md     |  0
 4-Clustering/2-Algorithms/README.md           | 53 +++++++++++++++++++
 4-Clustering/2-Algorithms/assignment.md       |  9 ++++
 .../2-Algorithms/translations/README.es.md    |  0
 4-Clustering/2-Supervised-2/assignment.md     |  1 -
 4-Clustering/3-Recommendations/README.md      | 53 +++++++++++++++++++
 4-Clustering/3-Recommendations/assignment.md  |  9 ++++
 .../translations/README.es.md                 |  0
 4-Clustering/3-Unsupervised-1/assignment.md   |  1 -
 4-Clustering/4-Centroid/README.md             | 53 +++++++++++++++++++
 4-Clustering/4-Centroid/assignment.md         |  9 ++++
 .../4-Centroid/translations/README.es.md      |  0
 4-Clustering/4-Unsupervised-2/assignment.md   |  1 -
 4-Clustering/5-Reinforcement-1/assignment.md  |  1 -
 4-Clustering/6-Reinforcement-2/assignment.md  |  1 -
 5-NLP/1-Introduction/README.md                | 53 +++++++++++++++++++
 5-NLP/1-Introduction/assignment.md            |  9 ++++
 .../1-Introduction/translations/README.es.md  |  0
 5-NLP/2-Algorithms/README.md                  | 53 +++++++++++++++++++
 5-NLP/2-Algorithms/assignment.md              |  9 ++++
 5-NLP/2-Algorithms/translations/README.es.md  |  0
 5-NLP/3-Sentiment/README.md                   | 53 +++++++++++++++++++
 5-NLP/3-Sentiment/assignment.md               |  9 ++++
 5-NLP/3-Sentiment/translations/README.es.md   |  0
 5-NLP/4-Bot/README.md                         | 53 +++++++++++++++++++
 5-NLP/4-Bot/assignment.md                     |  9 ++++
 5-NLP/4-Bot/translations/README.es.md         |  0
 6-TimeSeries/1-Data-Algorithms/README.md      | 53 +++++++++++++++++++
 6-TimeSeries/1-Data-Algorithms/assignment.md  |  9 ++++
 .../translations/README.es.md                 |  0
 6-TimeSeries/2-Tasks-Models/README.md         | 53 +++++++++++++++++++
 6-TimeSeries/2-Tasks-Models/assignment.md     |  9 ++++
 .../2-Tasks-Models/translations/README.es.md  |  0
 7-Reinforcement/1-Concepts/README.md          | 53 +++++++++++++++++++
 7-Reinforcement/1-Concepts/assignment.md      |  9 ++++
 .../1-Concepts/translations/README.es.md      |  0
 7-Reinforcement/2-Build/README.md             | 53 +++++++++++++++++++
 7-Reinforcement/2-Build/assignment.md         |  9 ++++
 .../2-Build/translations/README.es.md         |  0
 66 files changed, 926 insertions(+), 8 deletions(-)
 rename {4-Clustering/1-Supervised-1 => 2-Regression/1-Tools}/README.md (100%)
 create mode 100644 2-Regression/1-Tools/assignment.md
 rename {4-Clustering/1-Supervised-1 => 2-Regression/1-Tools}/translations/README.es.md (100%)
 rename {4-Clustering/2-Supervised-2 => 2-Regression/2-Data}/README.md (100%)
 create mode 100644 2-Regression/2-Data/assignment.md
 rename {4-Clustering/2-Supervised-2 => 2-Regression/2-Data}/translations/README.es.md (100%)
 rename {4-Clustering/3-Unsupervised-1 => 2-Regression/3-Linear}/README.md (100%)
 create mode 100644 2-Regression/3-Linear/assignment.md
 rename {4-Clustering/3-Unsupervised-1 => 2-Regression/3-Linear}/translations/README.es.md (100%)
 rename {4-Clustering/4-Unsupervised-2 => 2-Regression/4-Logistic}/README.md (100%)
 create mode 100644 2-Regression/4-Logistic/assignment.md
 rename {4-Clustering/4-Unsupervised-2 => 2-Regression/4-Logistic}/translations/README.es.md (100%)
 rename {4-Clustering/5-Reinforcement-1 => 3-Classification/1-Data}/README.md (100%)
 create mode 100644 3-Classification/1-Data/assignment.md
 rename {4-Clustering/5-Reinforcement-1 => 3-Classification/1-Data}/translations/README.es.md (100%)
 rename {4-Clustering/6-Reinforcement-2 => 3-Classification/2-Discriminative}/README.md (100%)
 create mode 100644 3-Classification/2-Discriminative/assignment.md
 rename {4-Clustering/6-Reinforcement-2 => 3-Classification/2-Discriminative}/translations/README.es.md (100%)
 create mode 100644 3-Classification/3-Generative/README.md
 create mode 100644 3-Classification/3-Generative/assignment.md
 rename 4-Clustering/1-Supervised-1/assignment.md => 3-Classification/3-Generative/translations/README.es.md (100%)
 create mode 100644 3-Classification/4-Applied/README.md
 create mode 100644 3-Classification/4-Applied/assignment.md
 create mode 100644 3-Classification/4-Applied/translations/README.es.md
 create mode 100644 4-Clustering/1-Visualize/README.md
 create mode 100644 4-Clustering/1-Visualize/assignment.md
 create mode 100644 4-Clustering/1-Visualize/translations/README.es.md
 create mode 100644 4-Clustering/2-Algorithms/README.md
 create mode 100644 4-Clustering/2-Algorithms/assignment.md
 create mode 100644 4-Clustering/2-Algorithms/translations/README.es.md
 delete mode 100644 4-Clustering/2-Supervised-2/assignment.md
 create mode 100644 4-Clustering/3-Recommendations/README.md
 create mode 100644 4-Clustering/3-Recommendations/assignment.md
 create mode 100644 4-Clustering/3-Recommendations/translations/README.es.md
 delete mode 100644 4-Clustering/3-Unsupervised-1/assignment.md
 create mode 100644 4-Clustering/4-Centroid/README.md
 create mode 100644 4-Clustering/4-Centroid/assignment.md
 create mode 100644 4-Clustering/4-Centroid/translations/README.es.md
 delete mode 100644 4-Clustering/4-Unsupervised-2/assignment.md
 delete mode 100644 4-Clustering/5-Reinforcement-1/assignment.md
 delete mode 100644 4-Clustering/6-Reinforcement-2/assignment.md
 create mode 100644 5-NLP/1-Introduction/README.md
 create mode 100644 5-NLP/1-Introduction/assignment.md
 create mode 100644 5-NLP/1-Introduction/translations/README.es.md
 create mode 100644 5-NLP/2-Algorithms/README.md
 create mode 100644 5-NLP/2-Algorithms/assignment.md
 create mode 100644 5-NLP/2-Algorithms/translations/README.es.md
 create mode 100644 5-NLP/3-Sentiment/README.md
 create mode 100644 5-NLP/3-Sentiment/assignment.md
 create mode 100644 5-NLP/3-Sentiment/translations/README.es.md
 create mode 100644 5-NLP/4-Bot/README.md
 create mode 100644 5-NLP/4-Bot/assignment.md
 create mode 100644 5-NLP/4-Bot/translations/README.es.md
 create mode 100644 6-TimeSeries/1-Data-Algorithms/README.md
 create mode 100644 6-TimeSeries/1-Data-Algorithms/assignment.md
 create mode 100644 6-TimeSeries/1-Data-Algorithms/translations/README.es.md
 create mode 100644 6-TimeSeries/2-Tasks-Models/README.md
 create mode 100644 6-TimeSeries/2-Tasks-Models/assignment.md
 create mode 100644 6-TimeSeries/2-Tasks-Models/translations/README.es.md
 create mode 100644 7-Reinforcement/1-Concepts/README.md
 create mode 100644 7-Reinforcement/1-Concepts/assignment.md
 create mode 100644 7-Reinforcement/1-Concepts/translations/README.es.md
 create mode 100644 7-Reinforcement/2-Build/README.md
 create mode 100644 7-Reinforcement/2-Build/assignment.md
 create mode 100644 7-Reinforcement/2-Build/translations/README.es.md

diff --git a/1-Introduction/README.md b/1-Introduction/README.md
index 0509d551..97cd5d24 100644
--- a/1-Introduction/README.md
+++ b/1-Introduction/README.md
@@ -1,13 +1,14 @@
 # Introduction to Machine Learning
 
-In this section of the curriculum, you will be introduced to the base concepts underlying the field of machine learning, its history, and the ethics that are important to understand when embarking on a ML project.
+In this section of the curriculum, you will be introduced to the base concepts underlying the field of machine learning, what is is, and learn about its history.
 
 ### Topics
 
 1. [Introduction to Machine Learning](1-intro-to-ML/README.md)
 2. [The History of Machine Learning](2-history-of-ML/README.md)
-3. [The Ethics of Machine Learning](3-ethics-of-ML/README.md)
 
 ### Credits
 
-"Introduction to" was written with ♥️ by [Name](Twitter)
+"Introduction to Machine Learning" was written with ♥️ by [Name](Twitter)
+
+"The History of Machine Learning"  was written with ♥️ by [Name](Twitter) 
\ No newline at end of file
diff --git a/4-Clustering/1-Supervised-1/README.md b/2-Regression/1-Tools/README.md
similarity index 100%
rename from 4-Clustering/1-Supervised-1/README.md
rename to 2-Regression/1-Tools/README.md
diff --git a/2-Regression/1-Tools/assignment.md b/2-Regression/1-Tools/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/2-Regression/1-Tools/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/4-Clustering/1-Supervised-1/translations/README.es.md b/2-Regression/1-Tools/translations/README.es.md
similarity index 100%
rename from 4-Clustering/1-Supervised-1/translations/README.es.md
rename to 2-Regression/1-Tools/translations/README.es.md
diff --git a/4-Clustering/2-Supervised-2/README.md b/2-Regression/2-Data/README.md
similarity index 100%
rename from 4-Clustering/2-Supervised-2/README.md
rename to 2-Regression/2-Data/README.md
diff --git a/2-Regression/2-Data/assignment.md b/2-Regression/2-Data/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/2-Regression/2-Data/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/4-Clustering/2-Supervised-2/translations/README.es.md b/2-Regression/2-Data/translations/README.es.md
similarity index 100%
rename from 4-Clustering/2-Supervised-2/translations/README.es.md
rename to 2-Regression/2-Data/translations/README.es.md
diff --git a/4-Clustering/3-Unsupervised-1/README.md b/2-Regression/3-Linear/README.md
similarity index 100%
rename from 4-Clustering/3-Unsupervised-1/README.md
rename to 2-Regression/3-Linear/README.md
diff --git a/2-Regression/3-Linear/assignment.md b/2-Regression/3-Linear/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/2-Regression/3-Linear/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/4-Clustering/3-Unsupervised-1/translations/README.es.md b/2-Regression/3-Linear/translations/README.es.md
similarity index 100%
rename from 4-Clustering/3-Unsupervised-1/translations/README.es.md
rename to 2-Regression/3-Linear/translations/README.es.md
diff --git a/4-Clustering/4-Unsupervised-2/README.md b/2-Regression/4-Logistic/README.md
similarity index 100%
rename from 4-Clustering/4-Unsupervised-2/README.md
rename to 2-Regression/4-Logistic/README.md
diff --git a/2-Regression/4-Logistic/assignment.md b/2-Regression/4-Logistic/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/2-Regression/4-Logistic/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/4-Clustering/4-Unsupervised-2/translations/README.es.md b/2-Regression/4-Logistic/translations/README.es.md
similarity index 100%
rename from 4-Clustering/4-Unsupervised-2/translations/README.es.md
rename to 2-Regression/4-Logistic/translations/README.es.md
diff --git a/4-Clustering/5-Reinforcement-1/README.md b/3-Classification/1-Data/README.md
similarity index 100%
rename from 4-Clustering/5-Reinforcement-1/README.md
rename to 3-Classification/1-Data/README.md
diff --git a/3-Classification/1-Data/assignment.md b/3-Classification/1-Data/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/3-Classification/1-Data/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/4-Clustering/5-Reinforcement-1/translations/README.es.md b/3-Classification/1-Data/translations/README.es.md
similarity index 100%
rename from 4-Clustering/5-Reinforcement-1/translations/README.es.md
rename to 3-Classification/1-Data/translations/README.es.md
diff --git a/4-Clustering/6-Reinforcement-2/README.md b/3-Classification/2-Discriminative/README.md
similarity index 100%
rename from 4-Clustering/6-Reinforcement-2/README.md
rename to 3-Classification/2-Discriminative/README.md
diff --git a/3-Classification/2-Discriminative/assignment.md b/3-Classification/2-Discriminative/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/3-Classification/2-Discriminative/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/4-Clustering/6-Reinforcement-2/translations/README.es.md b/3-Classification/2-Discriminative/translations/README.es.md
similarity index 100%
rename from 4-Clustering/6-Reinforcement-2/translations/README.es.md
rename to 3-Classification/2-Discriminative/translations/README.es.md
diff --git a/3-Classification/3-Generative/README.md b/3-Classification/3-Generative/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/3-Classification/3-Generative/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/3-Classification/3-Generative/assignment.md b/3-Classification/3-Generative/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/3-Classification/3-Generative/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/4-Clustering/1-Supervised-1/assignment.md b/3-Classification/3-Generative/translations/README.es.md
similarity index 100%
rename from 4-Clustering/1-Supervised-1/assignment.md
rename to 3-Classification/3-Generative/translations/README.es.md
diff --git a/3-Classification/4-Applied/README.md b/3-Classification/4-Applied/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/3-Classification/4-Applied/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/3-Classification/4-Applied/assignment.md b/3-Classification/4-Applied/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/3-Classification/4-Applied/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/3-Classification/4-Applied/translations/README.es.md b/3-Classification/4-Applied/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/4-Clustering/1-Visualize/README.md b/4-Clustering/1-Visualize/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/4-Clustering/1-Visualize/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/4-Clustering/1-Visualize/assignment.md b/4-Clustering/1-Visualize/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/4-Clustering/1-Visualize/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/4-Clustering/1-Visualize/translations/README.es.md b/4-Clustering/1-Visualize/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/4-Clustering/2-Algorithms/README.md b/4-Clustering/2-Algorithms/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/4-Clustering/2-Algorithms/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/4-Clustering/2-Algorithms/assignment.md b/4-Clustering/2-Algorithms/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/4-Clustering/2-Algorithms/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/4-Clustering/2-Algorithms/translations/README.es.md b/4-Clustering/2-Algorithms/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/4-Clustering/2-Supervised-2/assignment.md b/4-Clustering/2-Supervised-2/assignment.md
deleted file mode 100644
index 346ffdae..00000000
--- a/4-Clustering/2-Supervised-2/assignment.md
+++ /dev/null
@@ -1 +0,0 @@
-# Assignment
\ No newline at end of file
diff --git a/4-Clustering/3-Recommendations/README.md b/4-Clustering/3-Recommendations/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/4-Clustering/3-Recommendations/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/4-Clustering/3-Recommendations/assignment.md b/4-Clustering/3-Recommendations/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/4-Clustering/3-Recommendations/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/4-Clustering/3-Recommendations/translations/README.es.md b/4-Clustering/3-Recommendations/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/4-Clustering/3-Unsupervised-1/assignment.md b/4-Clustering/3-Unsupervised-1/assignment.md
deleted file mode 100644
index 346ffdae..00000000
--- a/4-Clustering/3-Unsupervised-1/assignment.md
+++ /dev/null
@@ -1 +0,0 @@
-# Assignment
\ No newline at end of file
diff --git a/4-Clustering/4-Centroid/README.md b/4-Clustering/4-Centroid/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/4-Clustering/4-Centroid/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/4-Clustering/4-Centroid/assignment.md b/4-Clustering/4-Centroid/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/4-Clustering/4-Centroid/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/4-Clustering/4-Centroid/translations/README.es.md b/4-Clustering/4-Centroid/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/4-Clustering/4-Unsupervised-2/assignment.md b/4-Clustering/4-Unsupervised-2/assignment.md
deleted file mode 100644
index 346ffdae..00000000
--- a/4-Clustering/4-Unsupervised-2/assignment.md
+++ /dev/null
@@ -1 +0,0 @@
-# Assignment
\ No newline at end of file
diff --git a/4-Clustering/5-Reinforcement-1/assignment.md b/4-Clustering/5-Reinforcement-1/assignment.md
deleted file mode 100644
index 346ffdae..00000000
--- a/4-Clustering/5-Reinforcement-1/assignment.md
+++ /dev/null
@@ -1 +0,0 @@
-# Assignment
\ No newline at end of file
diff --git a/4-Clustering/6-Reinforcement-2/assignment.md b/4-Clustering/6-Reinforcement-2/assignment.md
deleted file mode 100644
index 346ffdae..00000000
--- a/4-Clustering/6-Reinforcement-2/assignment.md
+++ /dev/null
@@ -1 +0,0 @@
-# Assignment
\ No newline at end of file
diff --git a/5-NLP/1-Introduction/README.md b/5-NLP/1-Introduction/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/5-NLP/1-Introduction/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/5-NLP/1-Introduction/assignment.md b/5-NLP/1-Introduction/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/5-NLP/1-Introduction/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/5-NLP/1-Introduction/translations/README.es.md b/5-NLP/1-Introduction/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/5-NLP/2-Algorithms/README.md b/5-NLP/2-Algorithms/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/5-NLP/2-Algorithms/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/5-NLP/2-Algorithms/assignment.md b/5-NLP/2-Algorithms/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/5-NLP/2-Algorithms/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/5-NLP/2-Algorithms/translations/README.es.md b/5-NLP/2-Algorithms/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/5-NLP/3-Sentiment/README.md b/5-NLP/3-Sentiment/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/5-NLP/3-Sentiment/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/5-NLP/3-Sentiment/assignment.md b/5-NLP/3-Sentiment/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/5-NLP/3-Sentiment/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/5-NLP/3-Sentiment/translations/README.es.md b/5-NLP/3-Sentiment/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/5-NLP/4-Bot/README.md b/5-NLP/4-Bot/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/5-NLP/4-Bot/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/5-NLP/4-Bot/assignment.md b/5-NLP/4-Bot/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/5-NLP/4-Bot/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/5-NLP/4-Bot/translations/README.es.md b/5-NLP/4-Bot/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/6-TimeSeries/1-Data-Algorithms/README.md b/6-TimeSeries/1-Data-Algorithms/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/6-TimeSeries/1-Data-Algorithms/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/6-TimeSeries/1-Data-Algorithms/assignment.md b/6-TimeSeries/1-Data-Algorithms/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/6-TimeSeries/1-Data-Algorithms/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/6-TimeSeries/1-Data-Algorithms/translations/README.es.md b/6-TimeSeries/1-Data-Algorithms/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/6-TimeSeries/2-Tasks-Models/README.md b/6-TimeSeries/2-Tasks-Models/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/6-TimeSeries/2-Tasks-Models/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/6-TimeSeries/2-Tasks-Models/assignment.md b/6-TimeSeries/2-Tasks-Models/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/6-TimeSeries/2-Tasks-Models/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/6-TimeSeries/2-Tasks-Models/translations/README.es.md b/6-TimeSeries/2-Tasks-Models/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/7-Reinforcement/1-Concepts/README.md b/7-Reinforcement/1-Concepts/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/7-Reinforcement/1-Concepts/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/7-Reinforcement/1-Concepts/assignment.md b/7-Reinforcement/1-Concepts/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/7-Reinforcement/1-Concepts/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/7-Reinforcement/1-Concepts/translations/README.es.md b/7-Reinforcement/1-Concepts/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
diff --git a/7-Reinforcement/2-Build/README.md b/7-Reinforcement/2-Build/README.md
new file mode 100644
index 00000000..d63c3f8b
--- /dev/null
+++ b/7-Reinforcement/2-Build/README.md
@@ -0,0 +1,53 @@
+# [Lesson Topic]
+
+Add a sketchnote if possible/appropriate
+
+![Embed a video here if available](video-url)
+
+## [Pre-lecture quiz](link-to-quiz-app)
+
+Describe what we will learn
+
+### Introduction
+
+Describe what will be covered
+
+> Notes
+
+### Prerequisite
+
+What steps should have been covered before this lesson?
+
+### Preparation
+
+Preparatory steps to start this lesson
+
+---
+
+[Step through content in blocks]
+
+## [Topic 1]
+
+### Task:
+
+Work together to progressively enhance your codebase to build the project with shared code:
+
+```html
+code blocks
+```
+
+✅ Knowledge Check - use this moment to stretch students' knowledge with open questions
+
+## [Topic 2]
+
+## [Topic 3]
+
+🚀 Challenge: Add a challenge for students to work on collaboratively in class to enhance the project
+
+Optional: add a screenshot of the completed lesson's UI if appropriate
+
+## [Post-lecture quiz](link-to-quiz-app)
+
+## Review & Self Study
+
+**Assignment**: [Assignment Name](assignment.md)
diff --git a/7-Reinforcement/2-Build/assignment.md b/7-Reinforcement/2-Build/assignment.md
new file mode 100644
index 00000000..d4badb79
--- /dev/null
+++ b/7-Reinforcement/2-Build/assignment.md
@@ -0,0 +1,9 @@
+# [Assignment Name]
+
+## Instructions
+
+## Rubric
+
+| Criteria | Exemplary | Adequate | Needs Improvement |
+| -------- | --------- | -------- | ----------------- |
+|          |           |          |                   |
diff --git a/7-Reinforcement/2-Build/translations/README.es.md b/7-Reinforcement/2-Build/translations/README.es.md
new file mode 100644
index 00000000..e69de29b
-- 
GitLab