I really enjoyed the style of the author, truly demystifies complex topics. I have many books on Machine Learning and Neural Networks but I always get lost and hit a wall. I purchased "Python Machine Learning" which starts describing similar topics at the beginning but then the book just moved too fast for me. I didn't know the why and how. But Tariq's book was amazing, the author really takes his time to explain things mixing text with illustrations to make a point.

Echo Dot is a hands-free, voice-controlled device that uses Alexa to play & control music (either on its own, or through a connected speaker/receiver), control smart home devices, provide information, read the news, set alarms, and more. If you're looking to buy them as gifts, or for different homes or rooms, Amazon will throw in a free one ( 50 value) when you buy 5, or two free ones when you buy 10 (a 100 value). To take advantage of this limited time offer, select 6 or 12 in the quantity dropdown and add to your Shopping Cart. Enter promo code DOT6PACK or DOT12PACK at checkout where you will see the discount applied. The new Amazon Echo Dot comes in black, and now also white.

The technologies on Gartner Inc.'s Hype Cycle for Emerging Technologies, 2016 reveal three distinct technology trends that are poised to be of the highest priority for organizations facing rapidly accelerating digital business innovation. Transparently immersive experiences, the perceptual smart machine age, and the platform revolution are the three overarching technology trends that profoundly create new experiences with unrivaled intelligence and offer platforms that allow organizations to connect with new business ecosystems. The Hype Cycle for Emerging Technologies report is the longest-running annual Gartner Hype Cycle, providing a cross-industry perspective on the technologies and trends that business strategists, chief innovation officers, R&D leaders, entrepreneurs, global market developers and emerging-technology teams should consider in developing emerging-technology portfolios. "The Hype Cycle for Emerging Technologies is unique among most Hype Cycles because it distills insights from more than 2,000 technologies into a succinct set of must-know emerging technologies and trends that will have the single greatest impact on an organization's strategic planning," said Mike J. Walker, research director at Gartner. "This Hype Cycle specifically focuses on the set of technologies that is showing promise in delivering a high degree of competitive advantage over the next five to 10 years."

Online shopping has the potential to be so much smarter. If you stumble across a rug or lamp you like in a photo, shouldn't it be easier to track down where to buy it? One home design website is aiming to do just that, with the help of artificial intelligence. Palo Alto-based Houzz is a platform for people who want to remodel or redesign their homes and are looking for inspiration. Consumers and design professionals alike can upload photos of their completed projects, where they can then tag specific furniture and accessories offered by merchants Houzz partners with--letting other users easily buy any product they see and love.

Kerry leads three important functions at Rubikloud: people, sales, and technology disruption. Rubikloud helps retailers monetize their data to power personalized campaigns through the use of advanced machine learning techniques, effectively bridging the gap between marketing automation and retail management consultants. In his role, Kerry works to manage and maintain a thriving company culture that recruits the best and brightest in the industry, while also maintaining relationships with global retailers and investors. He is passionate about machine learning and big data, and enjoys providing enterprise retailers with the tools and knowledge needed to enhance their overall business goals. If you're only using big data to target consumers based on demographics or purchase history, you're making a mistake that will cost your company a significant amount of revenue.

Based on Simbe's field test work to date, Tally is approximately 96% accurate when it uses computer vision to take pictures of the items on store shelves and compare it to the store diagram of what and where the items should be situated. Discrepancies between what should be on the shelves and what's actually there are reported to Simbe's backend software program, loaded into the cloud and shared with the retailer. Bogolea says that a human worker has about a 65% accuracy rate and it would take that worker 25 hours to do inventory, verses 30 minutes for Tally.

Lounge apparel retailer FlyPolar uses a new service from vendor Sentient Technologies to test many elements quickly across multiple pages and is on track to double sales this month. Artificial intelligence can lead to real sales increases--and fast ones, too. Just ask loungewear retailer ShopFlyPolar.com. The web only merchant had hit a sales downturn, generating about 277,000 in web sales in February 2015 to about 50,000 in July 2016 says, says Shawn Broadus founder and CEO of FlyPolar. "We hit a slump," Broadus say.

Allan Martison is the COO of Starship Technologies. Walmart is experimenting with autonomous shopping carts. Domino's, Uber and Auro are heavily invested in autonomous driving research. Robots are serving as security guards, performing surgery, checking inventory at grocery stores, assisting in warehouse work, delivering our room service and even hunting for underwater treasure. As robotics begins to leave controlled environments and navigate the real world alongside humans, the question remains: How will this affect the way we interact, work and talk to not only robots, but one another?

Lines for the iPhone 7 wrapped around the block outside of Apple stores worldwide leading up to today's highly-anticipated launch, and as always, many hopefuls camped out for days to secure a spot. But, with the help of 100 tiny robots, some customers managed to be among the first to get their hands on the device without ever having to leave their homes. New Zealand firm Spark enlisted a fleet of Alpha 1 robots to stand in line in place of their human counterparts – and they can dance, do kung Fu, and live-stream their way through the queue. The'robot army' is made up of devices from Chinese company UBTECH, and each bot is paired with a Spark customer who can control their actions using a smartphone app. This means the robots can be made to do push-ups, Kung Fu, yoga, mimic Olympic sports, and dance.

Following the release of its second quarter of fiscal year 2016 (2QFY16) earnings release, Wall Street has been incrementally optimistic over Amazon.com, Today, the stock of the US biggest e-commerce force receives two major price target boosts from RBC Capital Markets and Evercore ISI. Amazon stock increased as much as 1.21% and hit an intra-day high of 779.00. Just half an hour after the opening bell, the stock was 1.10% and 1.17 million shares were traded compared to average daily trading of 2.25 million. Ken Sena, analyst at Evercore, maintained Buy rating on Amazon stock and increased price target by 85 to 1015.