Machine Learning algorithms can predict patterns based on previous experiences. The overarching practice of Machine Learning includes both robotics (dealing with the real world) and the processing of data (the computer's equivalent of thinking). These algorithms find predictable, repeatable patterns that can be applied to eCommerce, Data Management, and new technologies such as driverless cars. The full impact of Machine Learning is just starting to be felt, and may significantly alter the way products are created, and the way people earn a living. Machine Learning algorithms are trained with large amounts of data, allowing the "robot" to learn and anticipate problems and patterns.

Traditional and new-school retailers alike are using AI and robotics to automate various parts of the retail chain, from manufacturing to last-mile delivery. Retail is under pressure to crack the AI code. After all, corporations in every industry are scrambling to adapt and integrate artificial intelligence into their products -- and retail is no exception. Learn how Walmart, Amazon, Sephora, Zara, and other retailers are using AI to reinvent the brick-and-mortar store. For traditional retail giants, this means entering the playing field with the likes of e-commerce behemoths Amazon and Alibaba, both of which are leveraging big data and powerful AI algorithms to transform the retail space. In addition to fierce competition, the need for a change in strategy is being underscored by the record rates at which many US retailers are shutting down. In 2017 alone, 21 retail chains applied for bankruptcy, including high-profile names like RadioShack, Toys R' Us, and Aerosoles.

Artificial Intelligence and consumer behaviour are a partnership that we are going to see much more of in the coming months and years ahead. That's because our shopping behaviour is highly individual and complex. Getting to grips with it takes businesses a good deal of time, effort and money. Even though psychologists understand a reasonable amount of shopping behaviour, most of those studies have been conducted in "real world" brick and mortar stores. That kind of research has enabled retailers to design shops that encourage more buying.

For retail IT leaders, it's become difficult to ignore two emerging technology trends: artificial intelligence and augmented reality. Hardly a week goes by without a headline on how retailers can use AI and AR to engage with customers and make their shopping experiences more immersive and personalized. Just last week, clothing chain Zara said it would introduce AR displays in its stores starting in April. Reuters reports that it will show "models wearing selected looks from its ranges when a mobile phone is held up to a sensor within the store or designated shop windows, with customers able to click through to buy the clothes." Before retailers make significant investments in these emerging technologies, they need to ensure that have defined a problem they want to solve with the new tech, retailers and IT experts say.

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Apple Inc has hired a prominent artificial intelligence executive who recently left Google in a bid to boost its Siri voice assistant and other offerings powered by the technology. Apple confirmed that John Giannandrea, who previously served as Google's top artificial intelligence executive, will join the company later this month as its chief of machine learning and AI strategy, reporting to Chief Executive Tim Cook. The New York Times reported the move earlier. The hiring of Giannandrea is important because the Cupertino-based company is widely viewed as lagging its rivals in key areas of artificial intelligence. Though Siri made its debut in 2011 well before other voice assistants, Amazon.com

Watching the evolution of physical retail has been inspiring. Retail centers are defying the skeptics and continuing to reconfigure themselves as consumer hubs for entertainment, education and fitness, alongside traditional shopping. Brands are remodeling stores to excite consumers. Online brands are recognizing the advantages of brick-and-mortar locations and continue to multiply their physical square footage (a nine-fold increase since 2012, according to one estimate). As we enter the second quarter of 2018, I expect even bolder changes this year and beyond.

Slowly but surely, artificial intelligence is making an impact on the average consumer's daily life. Siri, Amazon Echo, Google Home, etc. have made AI mainstream, but what if we could make retail shopping with AI mainstream as well? For example, imagine walking into your favorite retailer and having the store not only recognize that you're there, but then direct you to particular styles, brands, and products based on your unique user profile. Sound too good to be true? It's coming -- the time is now for AI in ecommerce.

Video: VR, AR or mixed: Which reality is best to sell your story? Drowning in data is not the same as big data. Here's the true definition of big data and a powerful example of how it's being used to power digital transformation. Deloitte research on the consumer experience found that we are not in the midst of a retail apocalypse, but a retail renaissance. The report, which was based on a survey of more than 500 traditional retail, pure play, consumer goods, and branded manufacturing leaders around the globe, showed that brand leaders are rethinking the consumer experience by investing in new emerging technologies like AI, mixed reality AR/VR, and engagement platforms to grow revenues and new customers.

To see what it's like inside stores where sensors and artificial intelligence have replaced cashiers, shoppers have to trek to Amazon Go, the internet retailer's experimental convenience shop in downtown Seattle. Soon, though, more technology-driven businesses like Amazon Go may be coming to them. A global race to automate stores is underway among several of the world's top retailers and small tech start-ups, which are motivated to shave labor costs and minimize shoppers' frustrations, like waiting for cashiers. They are also trying to prevent Amazon from dominating the physical retail world as it does online shopping. Companies are testing robots that help keep shelves stocked, as well as apps that let shoppers ring up items with a smartphone.