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Day 4: How AI Learns: The Basics of Machine Learning
## Unveiling the Learning Process of Artificial Intelligence Welcome to Day 4 of your 28-Day AI Mastery Plan! Over the past three days, we’ve demystified AI, explored its history, and understood the critical distinction between Narrow and General AI. Today, we dive into the heart of modern AI: **Machine…
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Day 3: The Three Levels of AI: Narrow, General, and Superintelligence
Welcome to Day 3! Today, we’re exploring the different levels of Artificial Intelligence. Not all AI is created equal, and understanding these distinctions is crucial for navigating the AI landscape. We can categorize AI into three primary levels based on its capabilities and scope. ### 1. Narrow AI (ANI…
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Day 1: What is AI, Really? Demystifying the Buzzwords
Your First Step into the World of Artificial Intelligence Welcome to Day 1 of your 28-Day AI Mastery Plan! Today, we embark on a journey to demystify Artificial Intelligence (AI). You’ve likely heard the terms “AI,” “Machine Learning,” and “Deep Learning” thrown around in news, movies, and even everyday…
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The AI-Powered Spreadsheet: A Masterclass on Leveraging AI in Excel for Enhanced Productivity and Insight
Introduction: Unlocking Excel’s Next Frontier with AI For decades, Microsoft Excel has been the backbone of data management and analysis for professionals across every industry. From intricate financial models to robust project trackers and critical MEAL (Monitoring, Evaluation, Accountability, and Learning) frameworks, Excel’s ubiquity is undeniable. Yet, even with…
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The AI-Augmented Leader: A Masterclass on Transforming Strategic Decision-Making
Introduction In today’s fast-paced and data-saturated world, leadership is no longer just about vision and experience. It’s about the ability to make informed, strategic decisions with speed and precision. The rise of Artificial Intelligence (AI) presents a paradigm shift for leaders, offering a powerful toolkit to augment their decision-making…
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The AI Strategist: A Masterclass on Organizational Improvement Planning
Introduction Every humanitarian organization faces the same challenge: How do we improve? How do we move from where we are today to where we want to be tomorrow? Most organizations approach this question reactively. They wait for a crisis, then scramble to respond. Or they conduct an evaluation, discover…
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The AI Accountability Officer: A Masterclass on Community Engagement & Accountability
Introduction: The Accountability Gap It is Friday afternoon. A program manager receives an SMS from a beneficiary: “Why did your program only help women? What about us men?” She reads it and feels a knot in her stomach. She doesn’t know how to respond. She forwards it to her…
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The AI Learning Facilitator: A Masterclass on Organizational Learning & Knowledge Management
Published by Maya AI Labs Introduction: The Learning Gap It is Monday morning. An organization has just received its evaluation report. The findings are compelling: •The program improved food security for 65% of beneficiaries •Benefits were unequally distributed by gender •The program strengthened community relationships •Sustainability is a concern…
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The AI Report Writer: A Masterclass on Evaluation Report Writing & Data Visualization
Introduction: The Report Writing Crisis It is 5 PM on a Friday. An evaluation manager sits at her desk, staring at a blank document. She has 15 days to write a 25-page evaluation report for a major donor. The evaluation is complete. The data is analyzed. The findings are…
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