Tag: Artificial intelligence

Feed: R-bloggers. Author: Jan Fischer. A major problem arises when comparing forecasting methods and models across different time series. This is a challenge we regularly face at STATWORX. Unit dependent measures like the MAE (Mean Absolute Error) and the RMSE (Root Mean Squared Error) turn out to be unsuitable and hardly helpful if the time series is measured in different units. However, if this is not the case, both measures provide valuable information. The MAE is perfectly interpretable as it embodies the average absolute deviation from the actual values. The RMSE, on the other hand, is not that easy to ... Read More

Feed: Yellowbrick Data. Author: Joshua Miner; According to Gartner, global retail sector spending will reach almost $203.6 billion dollars in 2019. Gartner states that software is the fastest-growing category of technology spending, “as retail CIOs prioritize analytics, digital marketing, mobile applications, e-commerce platforms and artificial intelligence (AI) as the technologies most crucial to their organization’s mission.” Table 1. Retail IT Spending Forecast (Billions of U.S. Dollars) The Yellowbrick solution’s high-performance design gives retailers faster, higher quality insight, even as data volumes increase. This enables retailers to win the fight for the customer through a personalized experience and targeted advertising, and ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Rekha N Swamy. Artificial Intelligence and Big Data are shaping the world and every business must adopt a strategy and change the culture of their organisation to be able to survive and prosper. The Fourth Industrial Revolution is altering every facet of society and this book provides managers and professionals with the strategic skills to implement the changes required. Machines are increasingly being able to process information and perform actions that previously only humans could do. This revolution is taking place now and this book provides the information to guide future ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: Amit Dua. Are you considering creating a chatbot for your company’s website?  But aren't sure where to start.  Well, you are not alone. Presently, almost every business wants to integrate a chatbot in their system to deliver better customer service and support. And thus, everybody wants to know how to create a chatbot for their business, which fulfills its needs and delivers its brands persona in the market.  So, more people are having questions about the best ways to approach creating a chatbot from scratch in order to cut out the ... Read More

Feed: All - O'Reilly Media. Author: Ben Lorica. Objects detected with OpenCV's Deep Neural Network module (DNN). (source: MTheiler on Wikimedia Commons) Alex Ratner’s talk, "Building and managing training data sets for ML with Snorkel," is part of strong slate of sessions on "Data, Data Networks, Data Quality" at the O'Reilly Artificial Intelligence Conference in San Jose, September 9-12, 2019. Subscribe to the O'Reilly Data Show Podcast to explore the opportunities and techniques driving big data, data science, and AI. Find us on Stitcher, TuneIn, iTunes, SoundCloud, RSS. In this episode of the Data Show, I speak with Alex Ratner, ... Read More

Feed: Featured Blog Posts - Data Science Central. Author: ajit jaokar. Background Containerize your Apps with Docker and Kubernetes is an excellent free book from Gabriel N. Schenker You can download the whole book by registering HERE In this post, I explain the significance of deploying apps with Docker and Kubernetes and also some of my thinking at the University of Oxford artificial intelligence cloud and edge impleme... course. Oxford for AAA AI edge engineering “Ability to deploy AI and ML models in containers at the Edge” The book table of contents is Chapter 1: What Are Containers and Why ... Read More

Feed: R-bloggers. Author: AbdulMajedRaja RS. Last week, We talked all about Artificial Intelligence (also Artifical Stupidity) which led me to think about the foundation of Data Science that's the Data itself. I think, Data is the least appreciated entity in the Data Science Value chain. You might agree with me, If you do Data Science outside Competitive Platforms like Kaggle where Data given to you is what most of the Data Scientists dream about in their jobs. Data Foundation "AI God fathers" have a good fan following but many of us know Fei-Fei Li whose (with her team)contribution of building ... Read More

Feed: Oracle Blogs | Oracle Blogs. By Ivgen Guner A few weeks ago, I was privileged to sponsor a master class in digital finance technologies, hosted by the Financial Women of San Francisco (FWSF), an organization dedicated to advancing the success of women in finance in the Bay Area. The goal of the master class was to help female finance professionals reimagine finance processes using emerging technologies such as artificial intelligence, machine learning, robotic process automation (RPA), and digital assistants, with the ultimate goal of accelerating their careers in the industry.  Joining me to share their expertise in these areas were Delphine ... Read More

Feed: Oracle Blogs | Oracle Blogs. When you really think about it, what we call “work” hasn’t evolved much since the Industrial Revolution: While the technology has made most tasks easier, the name of the game is still mass production—codifying business processes using technology and scaling it across the entire enterprise. But artificial intelligence (AI) changes the game. Rather than fitting people into a repetitive process, AI offers the opportunity to liberate them from it altogether, freeing their time and creative energy for more strategic and meaningful work. For the first time since the Industrial Revolution, technology is being used ... Read More

Feed: Planet big data. Author: J.P. Gownder. So you’ve got a great new idea for how technology-driven innovations can transform your business, reinvent the way employees work, and/or drive customer obsession. That’s a great start! But too many of you tell us, “I’m really excited about this new idea, but I can’t get the internal buy-in that’s needed to fund the initiative.” Building a business case and influencing your peers is key to every technology initiative, so overcoming this obstacle is critical. One of our new reports can help. Duncan Jones and I coauthored a new version of the report, ... Read More