Types of training in organizations can be categorized as cognitive or behavioral methods, and off-the-job or on-the-job training. Cognitive methods provide knowledge through lectures and simulations, while behavioral methods build skills through on-the-job techniques like coaching and apprenticeships. Effective training benefits both employees and organizations by increasing productivity, satisfaction, and innovation.