Advanced AI: Techniques, Applications, and Ethics

AI and ML are often discussed as one technology, but in reality, they encompass various algorithms with distinct purposes. This course dives into the field of AI, focusing on machine learning and its advanced applications that are not commonly explored elsewhere. Starting with a clear understanding of AI and ML, you will embark on an organized survey of machine learning techniques. You will learn to articulate and think critically about these technologies, discover reliable sources for trained models, and gain the skills to build your own models. Additionally, the course emphasizes the design of ethical and human-centric AI systems, empowering you to create AI solutions that prioritize social responsibility. Explore the fascinating world of advanced AI methods, concepts, and applications, including reinforcement learning, and enhance your ability to leverage these technologies effectively.