This course introduces modern scientific frameworks and cognitive tools to help students learn uncertain thinking patterns and theoretical methods from classical logic to Bayesian statistics and teach knowledge about quantum computing, metaverse, artificial intelligence, and intelligent manufacturing. Explaining the analysis methods and tools for the market will help graduates to judge and understand the new industry in investment industry research.