Explore machine learning and computer vision technologies in this conference talk on predicting responses using Amazon Machine Learning. Dive into the concept of foreknowledge in AI and its potential to surpass human capabilities. Learn about tools like Amazon Machine Learning and Amazon Rekognition, and discover how to integrate machine learning algorithms with IoT devices. Gain insights into architecting and developing machine learning algorithms, including the process of obtaining and preparing data, creating models, and enabling real-time predictions. Examine case studies of predictive policing and explore the ethical implications of AI in law enforcement. Understand various machine learning approaches, including binary, multiclass, regression, and unsupervised learning. Discover the potential applications and limitations of machine learning, and get a glimpse into its future developments.