Noah Kagan's book "Million Dollar Weekend" offers a roadmap for aspiring entrepreneurs to start a business quickly. Emphasizing action over perfect ideas, Kagan encourages readers to identify problems and validate business concepts by engaging potential customers before building products. The focus is on taking small steps and prioritizing customer needs.