Hands-on Labs: Simple AI Projects
Engage in basic hands-on projects to apply AI concepts.
Learning Objectives
Apply learned AI concepts in simple projects.
Topics
Showcasing Your Project
Presenting your project to peers for critique.
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Project Setup
Setting up the environment for AI projects.
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Introduction to Python for AI
Basics of using Python programming in AI projects.
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Loading Datasets
How to load and explore datasets for AI projects.
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Building a Simple Model
Creating a basic AI model using Python.
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Testing the Model
Testing and validating the model's performance.
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Tuning Model Parameters
Introduction to basic model tuning techniques.
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Deploying the Model
Basics of deploying an AI model for use.
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Documenting the Project
How to document your project for future reference.
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Project Review and Feedback
Reviewing project outcomes and gathering feedback.
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Realtime audio conversation for interactive session.
Interactive realtime chat session.
Live whiteboard explanation and collaboration.
Real-time wide variety of examples.
Continuous assessment and feedback.
Progress monitoring and record progress journey.
Broadcast session with larger audience for free.
Attend audience queries and provide responses.