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Al Basics: A Comprehensive Course

Start Here: Grasp What AI Really Is and Why It Matters

Think Like a Builder: Core ML Ideas Every Entrepreneur Should Know

Power Up with Deep Learning: From Neurons to Breakthroughs

Choose the Right Approach: Traditional AI, Generative AI, and Agentic Systems

Build Your Edge: Skills, Tools, and a Sustainable AI Learning Path

Which AI tool or application to use

Knowledge Checks: Solidify Your Understanding

Quiz: Foundations of AI and Its Scope

Quiz: ML Concepts, Tasks, and Data Mindset

Quiz: Neural Networks and Deep Learning Essentials

Quiz: Generative AI and LLM Fundamentals

Quiz: Choosing Between Traditional AI, GenAI, and Agentic Systems

Final Feedback

Course Reflection and Next Steps Survey

Unlock the essentials of modern AI and turn concepts into practical capability. AI Foundations and Practice: Core Concepts, LLMs, and Agentic Systems guides you from first principles to hands-on understanding of today’s most impactful technologies. You’ll start by demystifying AI—what it is, what it isn’t, and why it matters across industries. Then you’ll build a solid mental model of machine learning, including core tasks, workflows, and how data drives results. Next, you’ll dive into deep learning and neural networks to understand how they power computer vision, speech, and language applications. The course then moves to Generative AI and large language models (LLMs), showing how to evaluate, prompt, and apply them responsibly. Finally, you’ll compare traditional AI, GenAI, and emerging agentic systems so you can choose the right approach for real-world problems. Designed for builders, operators, and curious professionals, this course blends clear explanations, decision frameworks, and knowledge checks to solidify learning. By the end, you’ll know what to use, when to use it, and how to keep learning effectively—equipping you to design, evaluate, or collaborate on AI solutions with confidence.

Future-Proof: AI, Digital Tools, and Sustainability

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            <p>AI Foundations and Practice: Core Concepts, LLMs, and Agentic Systems is designed to turn curiosity into capability for entrepreneurs and beginners who want to build confidently in the AI era. You’ll start by clarifying what AI really is, why it matters now, and how to think about it like a builder—not just a user. From the first module, you’ll develop a practical mental model of AI’s foundations, so you can spot real opportunities, avoid hype, and align solutions with business value.</p>

<p>As you progress, you’ll learn the core mechanics of machine learning—how data, tasks, and algorithms come together to power outcomes—and then level up into deep learning, where neural networks unlock breakthroughs in perception, prediction, and generation. You’ll compare traditional AI with Generative AI and modern agentic systems, learning when to use each approach and how LLMs (large language models) transform product possibilities, workflows, and customer experiences. Every concept is paired with knowledge checks to help you cement understanding and think like a product-minded innovator.</p>

<p>The course closes with practical, future-proof skills: the tools, workflows, and learning habits that give you an edge. Whether you want to prototype smarter, automate faster, or design agent-driven experiences, you’ll leave with clarity on next steps and the confidence to build. This is a foundation you can apply immediately—grounded in essentials, oriented toward results, and tuned for momentum.</p>
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