ML-For-Beginners/8-Real-World/1-Applications

[Lesson Topic]

Add a sketchnote if possible/appropriate

Pre-lecture quiz

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:

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

Review & Self Study

Assignment: Assignment Name