Data engineers can apply machine learning techniques directly within their databases if they want an even more powerful way of optimizing queries or adding new features. AI in Business Intelligence & Automated Analytics Machine learning is a subset of AI, which itself is an umbrella term for software that's been trained to make decisions based on a set of rules. There are touch-free sinks, soap dispensers, doors, and even bathrooms in more homes across the country than ever before. Even ringing a doorbell is no longer required with motion-sensitive video cameras available for every budget. Interestingly enough, you don t even have to touch your phone or computer to get things done with voice-activated home assistants. How Smart Tech is Changing The World Smart technology and innovation have changed the way people work, communicate and the basic fundamentals of how we live. Smart technology is defined as self-monitoring, analysis, and reporting technology. This can refer to tablets, moderate at-home AI s such as Alexa by Amazon, IoT devices and so many more. There are even doorbells with temperature-taking capabilities that have been created to alert homeowners about potential covid-19 infections before guests enter the home. Smart tech for the home is not only focused on covid, water filtration is also a hot topic. Smart water filtration helps to monitor water quality and smart toilets can give users feedback on their health based on their waste. With these changes, innovations in smart technology for the home experienced a surge. Upgrades like noise-canceling windows and artificial intelligence filters to mask background noise became the norm. Along with smaller tech, applications and voice-controlled connections also saw a surge in popularity. Smart grills and smart stoves come with automatic shut-off features to prevent accidents in the kitchen. This will also help reduce the danger of gas leaks, fires, and overheating stoves. Carbon monoxide is another serious in-home danger. Smart appliances that come with detectors can help save a life.