Artificial Intelligence Essentials

Artificial Intelligence EssentialsAIEECEC-CouncilEC-AIE1.0<ul> <li>Understand how AI systems behave, generate outputs, and where they can fail</li><li>Critically evaluate AI outputs for quality, accuracy, and ethical alignment</li><li>Use AI tools effectively in real-world workflows</li><li>Apply responsible AI practices aligned with ethical, privacy, and regulatory standards</li><li>Build confidence to make informed AI-driven decisions across business, academic, and personal contexts</li><li>Built hands-on skills across 23 labs in AI tools, prompt engineering, automation, ethics, privacy, and deepfake detection.</li></ul><ul> <li>Students and Early Learners</li><li>IT Professionals and Engineers</li><li>Entrepreneurs and Decision-Makers</li><li>Analysts and Project and Operations Managers</li><li>Non-IT Working Professionals</li><li>Educators and Trainers</li><li>AI Enthusiasts</li><li>HR, L&D, and People Professionals</li></ul>Module 01 - Introduction to Artificial Intelligence <ul> <li>Understand AI evolution, milestones, and future directions</li><li>Explore the collaboration between humans and AI</li><li>Recognize data, algorithms, and models as the foundation of AI systems</li></ul> Module 02 - Everyday AI Tools and Use Cases <ul> <li>Identify AI tools in daily life and the workplace</li><li>Explore AI applications in manufacturing, transportation, education, and security</li><li>Understand how AI improves productivity and decision-making</li></ul> Module 03 - Building Blocks of AI <ul> <li>Understand AI models, ML, neural networks, NLP, and Generative AI (LLMs)</li><li>Select appropriate AI tools for project needs</li></ul> Module 04 - Prompt Crafting for AI-Driven Interactions <ul> <li>Learn prompt engineering principles</li><li>Structure effective prompts to generate accurate and useful AI outputs</li></ul> Module 05 - AI Ethics and Responsible AI <ul> <li>Identify societal, ethical, and security concerns</li><li>Apply governance, responsible practices, and global standards</li></ul>- Understand how AI systems behave, generate outputs, and where they can fail - Critically evaluate AI outputs for quality, accuracy, and ethical alignment - Use AI tools effectively in real-world workflows - Apply responsible AI practices aligned with ethical, privacy, and regulatory standards - Build confidence to make informed AI-driven decisions across business, academic, and personal contexts - Built hands-on skills across 23 labs in AI tools, prompt engineering, automation, ethics, privacy, and deepfake detection.- Students and Early Learners - IT Professionals and Engineers - Entrepreneurs and Decision-Makers - Analysts and Project and Operations Managers - Non-IT Working Professionals - Educators and Trainers - AI Enthusiasts - HR, L&D, and People ProfessionalsModule 01 - Introduction to Artificial Intelligence - Understand AI evolution, milestones, and future directions - Explore the collaboration between humans and AI - Recognize data, algorithms, and models as the foundation of AI systems Module 02 - Everyday AI Tools and Use Cases - Identify AI tools in daily life and the workplace - Explore AI applications in manufacturing, transportation, education, and security - Understand how AI improves productivity and decision-making Module 03 - Building Blocks of AI - Understand AI models, ML, neural networks, NLP, and Generative AI (LLMs) - Select appropriate AI tools for project needs Module 04 - Prompt Crafting for AI-Driven Interactions - Learn prompt engineering principles - Structure effective prompts to generate accurate and useful AI outputs Module 05 - AI Ethics and Responsible AI - Identify societal, ethical, and security concerns - Apply governance, responsible practices, and global standards2 days