Programme Content
What you Learn: Youll gain actionable knowledge through hands-on sessions and practical applications, including leveraging generative AI tools to automate processes and enhance decision-making, using clustering algorithms and data,visualisations,to uncover patterns, developing and interpreting regression models for predictive analytics, and tackling real-world industry challenges using data-driven approaches. Experience a structured mix of interactive lectures, practical workshops, and collaborative projects.,Lectures:,Introduction to data science and generative AI, Understand the fundamentals of data science and AI. Explore real-world applications of advanced Generative AI tools like GPT-4o.,Supervised learning and predictive analytics, Learn regression and classification techniques to analyse data and predict outcomes.,Unsupervised learning and clustering, Dive into clustering methods for market segmentation and operational efficiency.,Data science operating models, Develop scalable frameworks to integrate data science into your organisations strategy.,Machine learning and AI applications, Apply neural networks and machine learning frameworks to solve complex business problems.,Workshops:,Exploratory data analysis and regression, Use tools like Excel to analyse datasets and identify meaningful trends.,Market analysis and linear modeling, Build and refine regression models to uncover market insights and inform decision-making.,Clustering and generative AI applications, Implement clustering algorithms and explore creative Generative AI applications for automation and recommendations.
How you Learn: Pre-Course Preparation: Review foundational materials and define your data challenge to focus your learning journey.,Before you join us in London for an immersive week of learning, you have the option to refresh your data analytics skills with an online self-paced course, led by Professor Kristin Fridgeirsdottir.,During the programme week in,London,, you will collaborate in interactive sessions with a diverse group of peers and learn from,world-class faculty,and industry leaders in data science and AI. You will apply a systematic approach to analyse real-life case studies and explore the opportunities and challenges of data science for your organisation.,Put theory into practice and take part in hands-on workshops, collaborating with your peers to design and implement data-driven solutions to your Data Challenge throughout the week. Present your solutions in a Dragons' Den simulated experience, where youll pitch your solutions to a panel of industry leaders and gain real-time feedback.,By the end of the programme week, you will have a concrete action plan to address your data challenge and deliver organisational impact. You will also become part of a global network of data-savvy professionals who can support and inspire you as you navigate through current and future data issues.
