AI Under The Hood

Artificial Intelligence (AI) is rapidly reshaping the world we live in, and understanding its fundamentals is becoming increasingly crucial for both personal growth and career advancement. This comprehensive beginner-friendly course demystifies key AI concepts and provides practical knowledge to immediately apply in professional and personal settings. You’ll start by learning about tokens, embeddings, and how language models interpret context to deliver coherent results. Next, you’ll dive into the RICE framework, a structured approach to designing effective AI prompts, empowering you to communicate clearly and efficiently with AI models. The course also explores Retrieval-Augmented Generation (RAG), a powerful technique that helps language models access and provide accurate, relevant information from extensive knowledge databases. You’ll gain insight into efficient AI model training with Low-Rank Adaptation (LoRA), enabling quicker and cost-effective fine-tuning of AI models. Furthermore, you’ll understand foundational concepts of machine learning, differentiating supervised, unsupervised, and reinforcement learning, alongside understanding their real-world applications. Advanced topics like Zero-shot and Few-shot learning and Chain-of-Thought (CoT) prompting will also be covered, enhancing your ability to use AI creatively. Ideal for beginners and tech enthusiasts alike, this course offers practical exercises, quizzes, and assignments designed to boost your AI skills and confidence, preparing you for future tech opportunities.”