lessons

3-Libraries/1-Tensorflow/README.md

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+# [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)

3-Libraries/1-Tensorflow/assignment.md

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+# Assignment

3-Libraries/2-PyTorch/README.md

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+# [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)

3-Libraries/2-PyTorch/assignment.md

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+# Assignment

3-Libraries/3-Skikit-Learn/README.md

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+# [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)

3-Libraries/3-Skikit-Learn/assignment.md

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+# Assignment

3-Libraries/4-Keras/README.md

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+# [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)

3-Libraries/4-Keras/assignment.md

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+# Assignment

3-Libraries/README.md

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+# Getting Started with 
+
+In this section of the curriculum, you will be introduced to ...
+
+## Topics
+
+1. [Introduction to](1-intro-to/README.md)
+
+
+## Credits
+
+"Introduction to" was written with ♥️ by [Name](Twitter)

4-Types/1-Supervised-1/README.md

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+# [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)

4-Types/2-Supervised-2/README.md

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+# [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)

4-Types/2-Supervised-2/assignment.md

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+# Assignment

4-Types/3-Unsupervised-1/README.md

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+# [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)

4-Types/3-Unsupervised-1/assignment.md

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+# Assignment

4-Types/4-Unsupervised-2/README.md

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+# [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)

4-Types/4-Unsupervised-2/assignment.md

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+# Assignment

4-Types/5-Reinforcement-1/README.md

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+# [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)

4-Types/5-Reinforcement-1/assignment.md

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+# Assignment

4-Types/6-Reinforcement-2/README.md

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+# [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)

4-Types/6-Reinforcement-2/assignment.md

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+# Assignment

4-Types/README.md

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+# Getting Started with 
+
+In this section of the curriculum, you will be introduced to ...
+
+## Topics
+
+1. [Introduction to](1-intro-to/README.md)
+
+
+## Credits
+
+"Introduction to" was written with ♥️ by [Name](Twitter)

5-Applied/1-Applied-ML/README.md

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+# [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)

5-Applied/1-Applied-ML/assignment.md

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+# Assignment

5-Applied/2-AutoML/README.md

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+# [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)

5-Applied/2-AutoML/assignment.md

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+# Assignment

5-Applied/README.md

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+# Getting Started with 
+
+In this section of the curriculum, you will be introduced to ...
+
+## Topics
+
+1. [Introduction to](1-intro-to/README.md)
+
+
+## Credits
+
+"Introduction to" was written with ♥️ by [Name](Twitter)

6-RNN-CNN-GAN/1-RNN/README.md

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+# [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)

6-RNN-CNN-GAN/1-RNN/assignment.md

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+# Assignment

6-RNN-CNN-GAN/2-CNN/README.md

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+# [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)

6-RNN-CNN-GAN/2-CNN/assignment.md

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+# Assignment

6-RNN-CNN-GAN/3-GAN/README.md

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+# [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)

6-RNN-CNN-GAN/3-GAN/assignment.md

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+# Assignment

6-RNN-CNN-GAN/README.md

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+# Getting Started with 
+
+In this section of the curriculum, you will be introduced to ...
+
+## Topics
+
+1. [Introduction to](1-intro-to/README.md)
+
+
+## Credits
+
+"Introduction to" was written with ♥️ by [Name](Twitter)

7-Future/1-Deep-Learning/README.md

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+# [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)

7-Future/1-Deep-Learning/assignment.md

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+# Assignment

7-Future/2-Future-Trends/README.md

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+# [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)

7-Future/2-Future-Trends/assignment.md

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+# Assignment

7-Future/README.md

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+# Getting Started with 
+
+In this section of the curriculum, you will be introduced to ...
+
+## Topics
+
+1. [Introduction to](1-intro-to/README.md)
+
+
+## Credits
+
+"Introduction to" was written with ♥️ by [Name](Twitter)