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GitHub Markdown Index microsoft/generative-ai-for-beginners

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Repository 21 Lessons, Get Started Building with Generative AI

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D01 · AI Concept Understanding
D02 · Machine Learning Fundamentals
D03 · Data Literacy for AI
D04 · AI Interaction & Prompting
D05 · AI Output Evaluation
D06 · Algorithmic Thinking
D07 · AI-Augmented Decision Making
D08 · Generative AI Literacy
D09 · AI Tools Selection
D10 · Human-AI Collaboration
D11 · Digital Content Co-creation
D12 · AI System Transparency
D13 · NLP Awareness
D14 · Computer Vision Awareness
D15 · AI & Information Verification
D16 · Data Privacy in AI Contexts
D17 · AI Safety & Security
D18 · AI & Accessibility
D19 · AI Regulatory Awareness
D21 · AI-Enhanced Communication
D22 · Responsible AI Use Mindset
D23 · AI Workflow Integration
D24 · AI Impact Assessment
D25 · AI & Creative Problem Solving
D26 · AI-Assisted Coding
D27 · Working with AI Agents
G01 · AI Environmental Footprint
G02 · Green Computing Principles
G03 · Sustainable AI Model Selection
G04 · AI Lifecycle Sustainability
G05 · Green Software for AI
G06 · Carbon Footprint Measurement
G07 · Renewable Energy for AI
G08 · Model Compression & Optimization
G09 · Eco-friendly Data Management
G10 · AI for Environmental Monitoring
G11 · E-waste & Hardware Lifecycle
G12 · Sustainable Digital Practices
G13 · GreenComp Lens for AI
G14 · Circular Economy & AI
G15 · AI-Driven Energy Optimization
G16 · Sustainability Impact Reporting
G17 · Green AI Advocacy
G18 · Responsible Cloud Computing
G19 · Environmental Ethics in AI
G20 · AI & Climate Action
G21 · Sustainable AI Procurement
G22 · Low-Carbon AI Deployment
G23 · Digital Sobriety
G24 · AI & Biodiversity
G25 · Green AI Innovation Practice
R01 · AI-Enhanced Opportunity Recognition
R02 · Adaptive AI Strategy
R03 · AI-Informed Risk Assessment
R04 · Entrepreneurial Mindset with AI
R05 · AI Change Management
R06 · Post-Crisis AI Recovery
R07 · AI-Powered Business Modeling
R08 · Digital Transformation Leadership
R09 · Growth Mindset for AI Era
R10 · AI & Innovation Management
R11 · Collaborative AI Problem Solving
R12 · EntreComp Lens for AI Opportunity
R13 · AI Market Analysis
R14 · Resilience Through Automation
R15 · AI Ethics in Entrepreneurship
R16 · AI Value Proposition Design
R17 · Adaptation to AI-Driven Change
R18 · AI-Supported Decision Agility
R19 · Stakeholder Engagement with AI
R20 · AI & Social Innovation
R21 · Financial Literacy for AI
R22 · AI-Enabled Customer Insights
R23 · Regulatory Navigation for AI
R24 · Community of Practice Building
R25 · Resilient AI Systems Design
R26 · AI-Powered Process Optimisation
R27 · Human Agency & Oversight Strategy
T01 · Neural Network Architecture
T02 · Deep Learning Frameworks
T03 · NLP Engineering
T04 · Computer Vision Development
T05 · Reinforcement Learning
T06 · AI Algorithm Design
T07 · Model-Driven Engineering for AI
T08 · AI & Software Integration
T09 · Data Engineering for AI
T10 · AI Model Evaluation
T11 · Transfer Learning & Fine-tuning
T12 · Generative AI Architecture
T13 · AI Systems Deployment
T14 · MLOps & Lifecycle Management
T15 · Digital Twin Engineering
T16 · AI Programming Proficiency
T17 · Statistical Foundations for AI
T18 · Explainable AI (XAI)
T19 · Edge AI & IoT Integration
T20 · AI Benchmarking
T21 · Bias Detection & Mitigation
T22 · Responsible AI Development
T23 · AI Research Methodology
T24 · Domain-Specific AI Applications
T25 · Advanced AI Problem Formulation
T26 · End-to-End AI Project Lifecycle

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