By exploring the intersection of the rapidly changing worlds of business, technology and social good, this course is designed to help you to prototype innovative solutions that address the most pressing challenges in the lives of vulnerable children.

An online course focused on building technology which: - Respects Human Nature - Minimizes Harmful Consequences - Centers Values - Creates Shared Understanding - Supports Fairness and Justice - Helps People Thrive A graduate of this course is prepared to bring a sophisticated perspective on humane technology to the product development process.

This course gives aspiring young entrepreneurs a clear understanding of the path of entrepreneurship, the risks and rewards of being an entrepreneur, as well as the business start-up process. Young men and women will benefit from enhancing their entrepreneurial mindset and developing skills to identify and act on opportunities. It takes you through the main concepts behind innovation, allowing you to understand how innovation adds value to your business, why it is important to consider it in your strategy, and how to operationalize it. As an entrepreneur, you probably have heard a lot about innovation, especially if you are working with digital technologies. However, Innovation is not only a concept that fits the digital world, it is a process that places the needs of the customer at the centre of any offering.

By taking this course, you'll learn to: - Deeply understand generative AI, describing the key steps in a typical LLM-based generative AI lifecycle, from data gathering and model selection, to performance evaluation and deployment - Describe in detail the transformer architecture that powers LLMs, how they’re trained, and how fine-tuning enables LLMs to be adapted to a variety of specific use cases - Use empirical scaling laws to optimize the model's objective function across dataset size, compute budget, and inference requirements - Apply state-of-the art training, tuning, inference, tools, and deployment methods to maximize the performance of models within the specific constraints of your project - Discuss the challenges and opportunities that generative AI creates for businesses after hearing stories from industry researchers and practitioners