• << MONTH 4 >> Week 1 & 2

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🔧 Module 7: Building and Deploying ML Models

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Week 1

• Model lifecycle management (MDLC)

• Deployment with Flask/FastAPI or cloud platforms

Week 2

• Monitoring and improving model performance

• Intro to MLOps

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•   Week 1 >>>

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Day 1   

   

     Lecture       - PDF - 

TITLE: "From Model to Magic"

   Discussion   - VIDEO - 

TITLE: "The AI Lifecycle"

  Assignment   - PDF - 

TITLE: None

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Day 2  

   

     Lecture       - PDF - 

TITLE: "Welcome to the World of MLOps"

   Discussion   - VIDEO - 

TITLE: "What is MLOps?"

  Assignment   - PDF - 

TITLE: None

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•   Week 2 >>>

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Day 1   

   

     Lecture       - PDF - 

TITLE: "Deployment with Flask/FastAPI or cloud platforms"

   Discussion   - VIDEO- 

TITLE: "FastAPI vs Flask"

  Assignment   - PDF - 

TITLE: "AI and ML Final Assignment"

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Day 2  

   

     Lecture       - PDF - 

TITLE: "Monitoring and Improving Model performance"

   Discussion   - VIDEO - 

TITLE: "monitor and improve your AI model"

  Assignment   - PDF - 

TITLE: "Final Assignment - Continue"

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• << MONTH 4 >> Week 2 & 3

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🚀 Module 8: Capstone Project & Future Trends

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Week 3

• Hands-on project: build an end-to-end ML solution

• Presentation and peer feedback

Week 4

• AI trends: Generative AI, autonomous systems, AI governance

• Career pathways and continued learning

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•   Week 3 >>>

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Day 1   

   

     Lecture       - PDF - 

TITLE: "Studio session: Working on ongoing Final"

   Discussion   - VIDEO - 

TITLE: ""

  Assignment   - PDF - 

TITLE: ""

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Day 2  

   

     Lecture       - PDF - 

TITLE: "Studio session: Working on ongoing Final"

   Discussion   - VIDEO - 

TITLE: ""

  Assignment   - PDF - 

TITLE: None

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•   Week 4 >>>

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Day 1   

   

     Lecture       - PDF - 

TITLE: "Generative vs Agentic AI Trends"

   Discussion   - VIDEO - 

TITLE: "Generative vs Agentic AI: Shaping the Future of AI Collaboration"

  Assignment   - PDF - 

TITLE: None

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Day 2  

   

     Lecture       - PDF - 

TITLE: "AAS in IT Career Options"

   Discussion   - VIDEO - 

TITLE: "Why Python is the language of AI"

  Assignment   - PDF - 

TITLE: “Ongoing Final Assignment”​​​

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•   Additional Week >>>

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Day 1   

   

     Lecture       - VIDEO- 

TITLE: "We’re Teaching the Next Generation To Not Be Human"

   Discussion   - VIDEO - 

TITLE: "See Lecture Video"

  Assignment   - PDF - 

TITLE: None

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Day 2  

   

     Lecture       - PDF - 

TITLE: "Final Course Assessment"

   Discussion   - VIDEO - 

TITLE: "None"

  Assignment   - PDF - 

TITLE: “AI and ML Final Assignment DUE”