# [Lesson Topic]

Add a sketchnote if possible/appropriate

![Embed a video here if available](video-url)

## [Pre-lecture quiz](link-to-quiz-app)

In this lesson, you will learn about some real-world applications in the field of Machine Learning that are of interest for their innovation. These topics include:

- Democratization of ML and AI
- Work in ensuring ethical management of model creation, maintenance and curation
- No-Code or Low-Code tooling improvements
- Advances in MLOps
- Concerns around Security
- Interesting Applications:
  - Voice applications with NLP
  - Chatbots
  - IoT+ML and Edge Computing with ML
  - Quantum AI
  - Facial recognition applications
  - Next-generation AI/ML: GPT-3

### Preparation

Preparatory steps to start this lesson

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[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)