Getting Started with Capstone Project Lab
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What to expect in this Capstone Lab (62:26)
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42 Day Plan - Business Problem to an AI Model and your student journey
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Your Capstone Lab Team - Data Science, Data Engineer, Product/Business Manager (1:17)
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Setting up your Lab
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Industry Business Problem 1 - Customer Behavior AI
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Industry Business Problem 2 - Asset Tracking for Preventive Maintenance
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Subscribe to the Weekly Communication Channel about Capstone Lab
Session 1: Business Problem to Problem Statement Development
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Live Session 1 - Business Problem to Problem Statement, and NoCodeAI demo of a Machine Learning Model
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Live Session 1 Deck - Business Problem to Problem Statement, Questions to ask, Metrics, approach
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AI Learning Resources: Draw With Google (Talk to an AI)
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Steps to take a business problem and arrive at a problem statement
Session 2: Steps to arrive at a Problem Statement
Session 3 : Wrapping up Problem Statement and Understanding AI Models
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Live Session: Team Discussion of Challenges in Arriving at a Problem Statement
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Live Session: 4P Approach to Developing Problem Statement
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Companion deck to Session 3 about Problem Statement and Intro to AI Models
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Live Session 3: Problem Statement, Job Roles in AI Project and Intro to AI Models for Business Users
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Companion Chat to Session 3 - Problem Statement Team Questions and Understanding AI Models Quiz Machine Learning vs Deep Learning
Session 4: Problem Statement Review by Teams
Session 5 - Understanding Data Needs to prepare for building AI
Session 6: NOCODEAI Speaker and Followup Class discussion about ML Recall and Accuracy
Session 7: Algorithms and Model Fitting (Theory and Live Hands-on Lab)
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AI Models: Data science for the Business User (Part 1 Theory of AI Models)
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AI Models: Data science for the Business User (Part 2 Theory of AI Models)
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Special Weekend Session: No-Code AI Live Hands-on Lab Model Fitting: AutoAI and Akkio live session
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Dataset: Telco Customer Churn Dataset (Thanks to Akkio for this data)
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Session 7 Companion Deck for AI Models and Live Lab
Part 6: Telling the Story and Different Roles in the AI Team
