Explore a thought-provoking lecture examining the parallels between scientific research and amateur software development. Delve into the contrast between science's remarkable success and academia's often chaotic practices. Discover how the professionalism of software engineering, particularly in open-source development, can enhance scientific work. Learn about the challenges faced in scientific conduct, including P-hacking, clinical trial issues, and numerical errors. Examine the importance of proper training for scientists in responsible work practices. Investigate how software engineering principles like continuous integration, unit testing, and data integration can be applied to improve scientific research. Gain insights into the potential for creating more robust, transparent, and reproducible scientific processes by adopting best practices from the software development world.