Tag: AI (592)

• Reflections on the State of AI: 2018 - Feb 26, 2019.
  
  We provide a detailed overview of the key developments in the AI space, focusing on key players, applications, opportunities, and challenges.

  Tags: AI, AlphaStar, Azure ML, Bias, Deep Fakes, Ethics, Google, Microsoft, MIT, Self-Driving Car, startups, Trends, Uber, VC

• Two Major Difficulties in AI and One Applied Solution - Feb 22, 2019.
  
  Some of AI’s biggest problems can be solved by focusing on modelling our own human abilities instead of admiring NN and ML “intelligence”. We present an example that takes us in that direction in the form of chess.

  Tags: AI, Chess, Explainability

• What are Some “Advanced” AI and Machine Learning Online Courses? - Feb 22, 2019.
  
  Where can you find not-so-common, but high-quality online courses (Free) for ‘advanced’ machine learning and artificial intelligence?

  Tags: AI, Machine Learning, MOOC, Online Education

• The AI Conference in New York–Exclusive offer for KDnuggets readers - Feb 21, 2019.
  
  Find out how many organizations are now planning AI implementations, although only a very small percentage are successfully deploying AI in production, at the AI Conference in New York Apr 15–18.

  Tags: AI, New York, New York City, NY, O'Reilly

• State of the art in AI and Machine Learning – highlights of papers with code - Feb 20, 2019.
  
  We introduce papers with code, the free and open resource of state-of-the-art Machine Learning papers, code and evaluation tables.

  Tags: AI, Machine Learning, Multitask Learning, NLP, Papers with code, Recommender Systems, Semantic Segmentation, TensorFlow, Transfer Learning

• Artificial Intelligence and Data Science Advances in 2018 and Trends for 2019 - Feb 18, 2019.
  
  We recap some of the major highlights in data science and AI throughout 2018, before looking at the some of the potential newest trends and technological advances for the year ahead.

  Pages: 1 2

  Tags: 2019 Predictions, AI, AutoML, BERT, Data Science, Interpretability, Predictions, Trends

• Reinforce AI Conference, March 20-22, Budapest - Feb 12, 2019.
  
  Reinforce is the perfect place to meet other professionals, network with the leaders of the AI industry and have a beer in Budapest, in the heart of Europe. Use code KDNuggets for 20% off.

  Tags: AI, Bayesian, Budapest, Explainable AI, Reinforce

• Free Access: Intelligent Automation Report - Feb 12, 2019.
  
  Learn the top challenges in the world of Intelligent Automation, the main trends in RPA, AI, Machine Learning, and key areas of spend for technologies in 2019. Get the report!

  Tags: AI, Automation, IQPC, Report

• How AI can help solve some of humanity’s greatest challenges – and why we might fail - Feb 12, 2019.
  
  AI represents a step change in humanity’s ability to rise to its greatest challenges. We explore three areas in which AI can contribute to the UN’s Global Goals - and why we could fall short.

  Tags: AI, Finance, Healthcare, Innovation, Social Good, United Nations

• Monash University: Lecturer/Senior Lecturer (Creative AI) [Melbourne, Australia] - Feb 11, 2019.
  
  The Faculty of Information Technology at Monash University is seeking a Lecturer or Senior Lecturer, specialising in Creative AI, to join our high achieving and highly motivated team of teaching and research staff.

  Tags: AI, Australia, Lecturer, Melbourne, Monash University

• QCon.ai San Francisco: Applied AI Software Conference for Developers – KDnuggets Offer - Feb 8, 2019.
  
  QCon.ai is a three-day conference focused on the major machine learning and AI software trends affecting software engineers today. Register by Feb 23 with code "KDN" and save.

  Tags: AI, CA, Developers, Machine Learning, San Francisco, Software

• Five Ways Your Safety Depends on Machine Learning - Feb 2, 2019.
  
  Eric Siegel tells you about five ways your safety depends on machine learning, which actively protects you from all sorts of dangers, including fires, explosions, collapses, crashes, workplace accidents, restaurant E. coli, and crime.

  Tags: AI, Eric Siegel, Machine Learning, Safety

• From Analytics to AI: Is Your Team Ready? - Feb 1, 2019.
  
  If you have data-savvy analytics talent, then you have a solid foundation to begin your AI journey. The next step: automated machine learning. Will this be the year your team starts implementing AI? Join DataRobot @ 1 PM ET, Feb 7, for more info.

  Tags: AI, Analytics, DataRobot, Jen Underwood

• KDnuggets™ News 19:n05, Jan 30: Your AI skills are worth less than you think; 7 Steps to Mastering Basic Machine Learning - Jan 30, 2019.
  
  Also: Logistic Regression: A Concise Technical Overview; AI is a Big Fat Lie; How To Fine Tune Your Machine Learning Models To Improve Forecasting Accuracy; Airbnb Rental Listings Dataset Mining; Data Science Project Flow for Startups

  Tags: AI, Hype, Logistic Regression, Machine Learning, Modeling, Python, Skills, Workflow

• AI is a Big Fat Lie - Jan 26, 2019.
  
  Is AI legit? This treatise by Eric Siegel, which ridicules the widespread myth of artificial intelligence, is enlightening and actually pretty funny. It's time for the term AI to be “terminated.”

  Pages: 1 2

  Tags: AI, Eric Siegel, Myths

• Your AI skills are worth less than you think - Jan 25, 2019.
  
  We are in the middle of an AI boom. That doesn’t mean that making your AI startup succeed is easy. I think there are some important pitfalls ahead of anyone trying to build their business around AI.

  Tags: AI, Skills, startups

• Building AI to Build AI: The Project That Won the NeurIPS AutoML Challenge - Jan 23, 2019.
  
  This is an overview of designing a computer program capable of developing predictive models without any manual intervention that are trained & evaluated in a lifelong machine learning setting in NeurIPS 2018 AutoML3 Challenge.

  Tags: AI, Automated Machine Learning, AutoML, Gradient Boosting, Hyperparameter, NeurIPS

• Five Major AI Predictions to Watch in 2019 - Jan 22, 2019.
  
  Will 2019 be the year your organization embraces AI? If not, it might be too late. In this live webinar, we will unveil five major predictions companies should pay close attention to in 2019. Register now!

  Tags: AI, DataRobot, Predictions

• What were the most significant machine learning/AI advances in 2018? - Jan 22, 2019.
  
  2018 was an exciting year for Machine Learning and AI. We saw “smarter” AI, real-world applications, improvements in underlying algorithms and a greater discussion on the impact of AI on human civilization. In this post, we discuss some of the highlights.

  Tags: 2019 Predictions, AI, AlphaZero, BERT, Deep Learning, Machine Learning, NLP, Trends

• How AI and Data Science is Changing the Utilities Industry - Jan 22, 2019.
  
  Together, artificial intelligence (AI) and data science are causing positive developments for the utilities providers that choose to investigate these things. Here are some examples of technology at work.

  Tags: AI, Data Science, Industry, Utilities

• 2018’s Top 7 R Packages for Data Science and AI - Jan 22, 2019.
  
  This is a list of the best packages that changed our lives this year, compiled from my weekly digests.

  Pages: 1 2

  Tags: AI, Data Science, R

• 2018’s Top 7 Python Libraries for Data Science and AI - Jan 21, 2019.
  
  This is a list of the best libraries that changed our lives this year, compiled from my weekly digests.

  Pages: 1 2

  Tags: AI, AutoML, Data Science, Python, SHAP, spaCy

• Webinar: 2019 AI Trends: Filtering the Noise - Jan 18, 2019.
  
  Check out Dataiku's exclusive webinar on Feb 7, 11am EST, "2019 AI Trends: Filtering the Noise," featuring insights from Léo Drefus-Schmidt, Lead Data Scientist at Dataiku.

  Tags: AI, Dataiku, Trends

• Webinar – QBE, Allstate and Arch MI discuss how AI is successfully winning customers hearts - Jan 16, 2019.
  
  Whilst there are many barriers to implementing AI effectively to drive results across underwriting, customer service and claims, it is essential for winning and retaining customers in the future. Join this webinar and learn how.

  Tags: AI, Insurance, Insurance Nexus

• FM Global: Senior Data Scientist — Artificial Intelligence [Johnston, RI] - Jan 15, 2019.
  
  FM Global is seeking a Senior Data Scientist — Artificial Intelligence in Johnston, RI, focus on translating business needs into analytics, interpretation of analytics into business applications, advanced technologies and artificial intelligence solutions.

  Tags: AI, Data Scientist, FM Global, Johnston, RI

• The AI Conference returns to New York, Apr 15-18 – Special offer from KDnuggets - Jan 14, 2019.
  
  Join the brightest minds in AI in NYC to learn best practices, hear intriguing case studies, and dive deep into the latest technologies. Best rate till Jan 25 and save extra 20% with code KDNUGGETS.

  Tags: AI, New York City, O'Reilly

• Top Active Blogs on AI, Analytics, Big Data, Data Science, Machine Learning – updated - Jan 14, 2019.
  
  Stay up-to-date with the latest technological advancements using our extensive list of active blogs; this is a list of 100 recently active blogs on Big Data, Data Science, Data Mining, Machine Learning, and Artificial intelligence.

  Tags: AI, Analytics, Big Data, Blogs, Data Mining, Data Science, Data Visualization, Machine Learning

• How to Remove Unfair Bias From Your AI - Jan 11, 2019.
  
  In this live webinar, Jan 17 @ 11:00 am ET, Colin Priest, Senior Director of Product Marketing at DataRobot will discuss how to identify and correct bias in AI.

  Tags: AI, Bias, DataRobot

• The year in AI/Machine Learning advances: Xavier Amatriain 2018 Roundup - Jan 11, 2019.
  
  A summary of the main machine learning advances from 2018, including AI hype cooling down, interpretability, deep learning, NLP, and more.

  Tags: 2019 Predictions, AI, Hype, Interpretability, Machine Learning, Xavier Amatriain

• Biggest Deep Learning Summit – Special KDnuggets Offer - Jan 10, 2019.
  
  At RE•WORK, the team are dedicating 2019 to keep up the high-quality events and to bring you the latest innovations & breakthroughs in AI. RE•WORK are offering a huge saving on all summit passes when you register with the discount code NEWYEAR.

  Tags: AI, Boston, CA, Deep Learning, London, MA, RE.WORK, San Francisco, Summit, UK

• Explainable Artificial Intelligence - Jan 10, 2019.
  
  We outline the necessity of explainable AI, discuss some of the methods in academia, take a look at explainability vs accuracy, investigate use cases, and more.

  Tags: AI, Explainable AI, LIME, XAI

• Core Principles of Sustainable Data Science, Machine Learning and AI Product Development: Research as a core driver - Jan 9, 2019.
  
  Regardless of the size of your organisation, if you are developing machine learning or AI products, the core asset you have is a research professional, data scientist or AI scientist, regardless of their academic background.

  Tags: AI, Data Science, Machine Learning, Product

• 5 things that happened in Data Science in 2018 - Jan 8, 2019.
  
  We review 5 things that happened in Data Science in 2018 and offer 20% discount on Reinforce AI Conference, Mar 20-22 in Budapest.

  Tags: AI, Budapest, Online Games, OpenAI, PyTorch, Reinforce, Self-Driving Car, Waymo

• Improve your AI and Machine Learning skills at AI NEXTCon in Seattle, Jan 23-27 - Jan 3, 2019.
  
  If you are a developer looking to hone your skills, a tech lead and manager to learn latest AI tech that apply to your engineering teams to innovate products and services, or someone who just wants to learn more about the AI industry that's re-shaping the tech world, the AI NEXTCon is right for you.

  Tags: AI, Machine Learning, Seattle, WA

• World’s Biggest Deep Learning Summit 3 weeks away - Dec 27, 2018.
  
  RE•WORK will be running a New Year's discount next week, but are offering exclusive early access to KDnuggets subscribers - save 25% when you register with the code NEWYEAR before January 11th.

  Tags: AI, CA, Deep Learning, RE.WORK, San Francisco

• Machine Learning Explainability vs Interpretability: Two concepts that could help restore trust in AI - Dec 20, 2018.
  
  We explain the key differences between explainability and interpretability and why they're so important for machine learning and AI, before taking a look at several techniques and methods for improving machine learning interpretability.

  Tags: AI, Explainable AI, Explanation, Interpretability, Machine Learning

• 10 More Must-See Free Courses for Machine Learning and Data Science - Dec 20, 2018.
  
  Have a look at this follow-up collection of free machine learning and data science courses to give you some winter study ideas.

  Tags: AI, Algorithms, Big Data, Data Science, Deep Learning, Machine Learning, MIT, NLP, Reinforcement Learning, U. of Washington, UC Berkeley, Yandex

• KDnuggets™ News 18:n48, Dec 19: Why You Shouldn’t be a Data Science Generalist; Industry Data Science & Machine Learning 2019 Predictions - Dec 19, 2018.
  
  Also: Top Stories of 2018; NLP Breakthrough Imagenet Moment has arrived; Four Approaches to Explaining AI and Machine Learning; Solve any Image Classification Problem Quickly and Easily

  Tags: 2019 Predictions, AI, Analytics, Career Advice, Data Science, Machine Learning, NLP

• Industry Predictions: AI, Machine Learning, Analytics & Data Science Main Developments in 2018 and Key Trends for 2019 - Dec 18, 2018.
  
  This is a collection of data science, machine learning, analytics, and AI predictions for next year from a number of top industry organizations. See what the insiders feel is on the horizon for 2019!

  Tags: 2019 Predictions, AI, Analytics, Data Science, Domino, dotData, Figure Eight, Industry, Knime, Machine Learning, MapR, MathWorks, OpenText, ParallelM, Salesforce, Splice Machine, Splunk

• Vanguard: Senior AI Architect [Malvern, PA] - Dec 17, 2018.
  
  Vanguard is seeking a Senior AI Architect in Malvern, PA, to work with Business and IT to identify which ideas or problems could potentially be addressed using Artificial Intelligence/Machine Learning, and to conduct experiments and Proofs of Concept for such opportunities.

  Tags: AI, Architecture, Malvern, PA, Vanguard

• Vanguard: Senior AI Engineer [Malvern, PA] - Dec 17, 2018.
  
  Vanguard is seeking a Senior AI Engineer in Malvern, PA, to work with Business and IT on finding out whether specific ideas or problems could be addressed using Artificial Intelligence/Machine Learning, and to conduct experiments and Proofs of Concept for such opportunities.

  Tags: AI, Engineer, Malvern, PA, Vanguard

• Spark + AI Summit: learn best practices in ML and DL, latest frameworks, and more – special KDnuggets offer - Dec 14, 2018.
  
  Check agenda for the Spark + AI Summit in San Francisco on April 23-25, 2019, comprising of 12 technical tracks on data and AI across verticals, and get the biggest discount: $700 off until Dec 31.

  Tags: AI, Apache Spark, CA, Databricks, San Francisco

• Healthcare and Automated Machine Learning 101: How Healthcare Providers Can Adopt AI - Dec 12, 2018.
  
  AI, machine learning, and automated machine learning are transforming the healthcare industry and helping to solve some of today’s biggest healthcare challenges. In this DataRobot webinar, Dec 17, 1 PM EST, learn how AI technologies can help healthcare providers improve operational efficiency and patient experience.

  Tags: AI, Automated Machine Learning, DataRobot, Healthcare

• Four Approaches to Explaining AI and Machine Learning - Dec 12, 2018.
  
  We discuss several explainability techniques being championed today, including LOCO (leave one column out), permutation impact, and LIME (local interpretable model-agnostic explanations).

  Tags: AI, Explainable AI, Interpretability, LIME, Machine Learning

• Machine Learning & AI Main Developments in 2018 and Key Trends for 2019 - Dec 11, 2018.
  
  As we bid farewell to one year and look to ring in another, KDnuggets has solicited opinions from numerous Machine Learning and AI experts as to the most important developments of 2018 and their 2019 key trend predictions.

  Tags: 2019 Predictions, AI, Ajit Jaokar, Andriy Burkov, Anima Anandkumar, Brandon Rohrer, Daniel Tunkelang, Machine Learning, Pedro Domingos, Rachel Thomas, Zachary Lipton

• DATAx Presents: AI AND MACHINE LEARNING TRENDS IN 2019 - Dec 6, 2018.
  
  This free Ebook from DATAx offers advice on using AI and machine learning to enhance customer satisfaction, how chief data officers are taking the reins on AI strategy, successful case studies from across the business, and more.

  Tags: AI, ebook, Machine Learning, Trends

• KDnuggets™ News 18:n46, Dec 5: AI, Data Science, Analytics 2018 Main Developments, 2019 Key Trends; Deep Learning Cheat Sheets - Dec 5, 2018.
  
  Also: Best Machine Learning languages, Data Visualization Tools, DL Frameworks, and Big Data Tools; How to Build a Machine Learning Team When You Are Not Google or Facebook; A Complete Guide to Choosing the Best Machine Learning Course; Handling Imbalanced Datasets in Deep Learning

  Tags: 2019 Predictions, AI, Analytics, Cheat Sheet, Data Science, Deep Learning, Facebook, Google, Machine Learning

• Upcoming Meetings in AI, Analytics, Big Data, Data Science, Deep Learning, Machine Learning: December and Beyond - Dec 3, 2018.
  
  Coming soon: DataX New York, AI-2018 Cambridge UK, AI NEXTCon Seattle, Deep Learning Summit San Francisco, EGC France, H2O San Francisco, Business Of Bots Business of Bots San Francisco, TDWI Las Vegas, WSDM Melbourne, and more.

  Tags: AI, Analytics, Big Data, Boston, Data Science, Deep Learning, Las Vegas, London, Meetings, New York City, San Francisco

• AI, Data Science, Analytics Main Developments in 2018 and Key Trends for 2019 - Dec 3, 2018.
  
  Review of 2018 and Predictions for 2019 from our panel of experts, including Meta Brown, Tom Davenport, Carla Gentry, Bob E Hayes, Cassie Kozyrkov, Doug Laney, Bill Schmarzo, Kate Strachnyi, Ronald van Loon, Favio Vazquez, and Jen Underwood.

  Tags: 2019 Predictions, AI, Automated Machine Learning, Automation, Bill Schmarzo, Carla Gentry, Cassie Kozyrkov, Doug Laney, GDPR, Hype, Jen Underwood, Meta Brown, Predictions, Risks, Ronald van Loon, Tom Davenport, Trends

• Ronin: Sr Machine Learning and AI Data Scientist [San Mateo, CA] - Dec 3, 2018.
  
  Ronin is seeking a Sr Machine Learning and AI Data Scientist in San Mateo, CA, where you will have a unique opportunity to help build our Machine Learning and AI function from the ground up.

  Tags: AI, CA, Data Scientist, Machine Learning Scientist, Ronin, San Mateo

• Interpretability is crucial for trusting AI and machine learning - Nov 30, 2018.
  
  We explain what exactly interpretability is and why it is so important, focusing on its use for data scientists, end users and regulators.

  Tags: AI, Explainable AI, Explanation, Interpretability, Machine Learning, Trust

• Deep Learning for the Masses (… and The Semantic Layer) - Nov 30, 2018.
  
  Deep learning is everywhere right now, in your watch, in your television, your phone, and in someway the platform you are using to read this article. Here I’ll talk about how can you start changing your business using Deep Learning in a very simple way. But first, you need to know about the Semantic Layer.

  Pages: 1 2

  Tags: AI, Deep Learning, Machine Learning, Semantic Analysis

• Combating Customer Churn with AI - Nov 29, 2018.
  
  Businesses today can use the power of AI to help determine which customers are more likely to churn, and what actions to take to keep them. In this DataRobot webinar on Dec 10 @ 1 PM EST, learn how to combat customer churn with AI.

  Tags: AI, Churn, Customer Analytics, DataRobot

• DATAx Cyber Monday Extended – 40% off all summit tickets with CYBER40 - Nov 28, 2018.
  
  Take advantage of our EXTENDED cyber Monday offer of 40% off all two-day passes and free access to all 5 tracks of the DATAx New York Festival. Use the code CYBER40.

  Tags: AI, Big Data, Finance, Marketing, New York, NY, Pharma

• Join the World’s Biggest Deep Learning Summit – KDnuggets Early Cyber Monday - Nov 21, 2018.
  
  RE•WORK are offering an exclusive early discount to KDnuggets subscribers for any of their upcoming AI and Deep Learning Summits when you register before November 30th with the code CYBER25.

  Tags: AI, Boston, CA, Deep Learning, Houston, London, MA, RE.WORK, San Francisco, Summit, TX, UK

• An Introduction to AI - Nov 21, 2018.
  
  We provide an introduction to AI key terminologies and methodologies, covering both Machine Learning and Deep Learning, with an extensive list including Narrow AI, Super Intelligence, Classic Artificial Intelligence, and more.

  Tags: AI, Beginners

• Autonomy – Do we have the choice? - Nov 21, 2018.
  
  Choice of taking decision or not taking a decision requires a free will. Machines do not have free will. They do what they do, some machines do intelligent things but not with choice. Interesting question to think is - what is choice? or what is autonomy?

  Tags: AI, Decision Making, Human Intelligence, Humans

• Anticipating the next move in data science – my interview with Thomson Reuters - Nov 17, 2018.
  
  Like chess, Big Data is a combination of science, art and play; Gregory Piatetsky-Shapiro of KDnuggets helps data devotees discover winning moves - my Thomson Reuters interview.

  Tags: About Gregory Piatetsky, AI, Automation, Chess, Humans vs Machines, Self-Driving Car, Thomson Reuters

• How to Choose an AI Vendor - Nov 16, 2018.
  
  This report explores why it is so challenging to choose an AI vendor and what you should consider as you seek a partner in AI. Download now.

  Tags: AI, DataRobot, Machine Learning, White Paper

• Sorry I didn’t get that! How to understand what your users want - Nov 16, 2018.
  
  Creating a chatbot is difficult, it involves knowledge in many AI-Hard tasks, such as Natural Language Understanding, Machine Comprehension, Inference, or Automatic Language Generation (in fact, solving these tasks is close to solving AI) and large human effort is required.

  Tags: AI, Chatbot, NLP

• (Webinar) Farmers and Chubb on Humanizing Claims with AI - Nov 15, 2018.
  
  This Webinar from Insurance Nexus discusses how AI is transforming claims from a necessary back-office function into a source of competitive advantage.

  Tags: AI, Chubb, Insurance, Insurance Nexus

• The ultimate guide to starting AI - Nov 13, 2018.
  
  A step-by-step overview of how to begin your project, including advice on how to craft a wise performance metric, setting up testing criteria to overcome human bias, and more.

  Tags: AI, Deployment, Ethics, Machine Learning, Production

• Turbocharge Tech Transformation: Integrate AI Across Insurance - Nov 6, 2018.
  
  This Webinar from Insurance Nexus will give you insights into integrating analytics in real-time, turning your vision into reality, satisfying budgetary constraints with incremental technological improvement, and more.

  Tags: AI, Insurance, Insurance Nexus

• Learn how machine learning is transforming business, Nov 12 Webinar - Nov 2, 2018.
  
  In this webinar on Nov 12, titled How to Transform Your Business with Automated Machine Learning, learn the difference between AI, machine learning, and deep learning, the challenges of implementing traditional data science solutions, and how automated machine learning enables more employees to take part in AI initiatives.

  Tags: AI, Automated Machine Learning, DataRobot, Machine Learning

• Upcoming Meetings in AI, Analytics, Big Data, Data Science, Deep Learning, Machine Learning: November and Beyond - Nov 1, 2018.
  
  Coming soon: PASS Summit Seattle, TDWI Orlando, IEEE Conf on Data Mining Singapore, AI & Big Data Innovation Summit 2018 Beijing, Deep Learning World Berlin, PAW Business Berlin, Big Data LDN London, NIPS, and many more.

  Tags: AI, Analytics, Big Data, Boston, Deep Learning, London, Meetings, New York City, San Francisco

• Join AI experts from Google Brain, Open AI & Uber AI Labs in San Francisco - Nov 1, 2018.
  
  Join us at the Deep Learning Summit, San Francisco, 24 - 25 Jan 2019. Learn from industry experts in speech & pattern recognition, neural networks, image analysis and NLP, and explore how deep learning will impact all industries.

  Tags: AI, CA, Deep Learning, Google, OpenAI, RE.WORK, San Francisco, Uber

• Why AI will not replace radiologists - Nov 1, 2018.
  
  We investigate some of the reasons why radiologists will be safe from AI, including the fact that humans will always maintain ultimate responsibility, how productivity gains will drive demand, and more.

  Tags: AI, Healthcare, Humans vs Machines

• Webinar – Integrate AI Across Insurance Operations to Turbocharge Tech Transformation, Nov 14 - Oct 31, 2018.
  
  This Webinar from Insurance Nexus will give you insights into integrating analytics in real-time, turning your vision into reality, satisfying budgetary constraints with incremental technological improvement, and more.

  Tags: AI, Insurance, Insurance Nexus

• Key Takeaways from AI Conference SF, Day 2: AI and Security, Adversarial Examples, Innovation - Oct 30, 2018.
  
  Highlights and key takeaways from selected keynote sessions on day 2 of AI Conference San Francisco 2018.

  Tags: Adversarial, AI, Architecture, GPU, O'Reilly, Privacy, San Francisco, TPU, Training Data

• Key Takeaways from AI Conference SF, Day 1: Domain Specific Architectures, Emerging China, AI Risks - Oct 29, 2018.
  
  Highlights and key takeaways include Domain Specific Architectures – the next big thing, Emerging China – evolving from copying ideas to true innovation, and Addressing Risks in AI – Security, Privacy, and Ethics.

  Tags: AGI, AI, Architecture, Big Data, China, GPU, O'Reilly, OpenAI, Risks, San Francisco

• AI Masterpieces: But is it Art? - Oct 27, 2018.
  
  While there’s no doubt that the quality of the results in style transfer is outstanding, many were left with feelings that the technique left little room for the concept of art itself, even calling it “… more of a parlor trick than the next revolution in fine art.”

  Pages: 1 2

  Tags: AI, Art

• U. of Zurich: Assistant Professorship in AI and Machine Learning (Non-tenure Track) [Zurich, Switzerland] - Oct 24, 2018.
  
  Candidates should hold a Ph.D. degree in Computer Science with specialization in Machine Learning and/or Data Mining including Deep Learning, lnteractive/ Cooperative Learning, statistical learning or privacy preserving modeling, and have an excellent record of academic achievements in the relevant fields.

  Tags: AI, Faculty, Machine Learning, Switzerland, Zurich

• Dr. Data Show Video: How Can You Trust AI? - Oct 20, 2018.
  
  This new web series breaks the mold for data science infotainment, captivating the planet with short webisodes that cover the very best of machine learning and predictive analytics.

  Tags: AI, Eric Siegel, Machine Learning, Predictive Analytics, Predictive Analytics World, Trust

• Holy Grail of AI for Enterprise — Explainable AI - Oct 19, 2018.
  
  Explainable AI (XAI) is an emerging branch of AI where AI systems are made to explain the reasoning behind every decision made by them. We investigate some of its key benefits and design principles.

  Tags: AI, Enterprise, Explainable AI, LIME

• BI to AI: Getting Intelligent Insights to Everyone, Oct 30 - Oct 18, 2018.
  
  Tellius is a Search and AI-Powered Analytics Platform that makes it easy for users to ask questions of their business data and discover insights using machine learning, with just a single click.

  Tags: AI, BI, Claudia Imhoff, Tellius

• New Jobs Sure to Emerge Alongside Artificial Intelligence - Oct 18, 2018.
  
  There’s a lot of doomsaying about AI pushing humans out of jobs and destroying entire industries. Is it as bad as all that? Maybe not!

  Tags: AI, Data Science, Machine Learning

• The Definitive Guide to AI’s “Black Box” Problem - Oct 17, 2018.
  
  The Amazing, Anti-Jargon, Insight Filled, and Totally Free Handbook to Integrating AI in Highly Regulated Industries - get it now.

  Tags: AI, Basis Technology, ebook, Explainable AI

• Learn the top things to look for in an AI Vendor - Oct 12, 2018.
  
  In this webinar, Oct 25, find out why it's so hard to choose an AI vendor and show you what to consider as you seek a partner in AI. Additionally, get the details of how successfully implemented AI technologies at Wellen have transformed the way the company does business.

  Tags: AI, DataRobot, Vendors

• We Sized Washington’s Edible Marijuana Market Using AI - Oct 12, 2018.
  
  As Canada legalizes marijuana, it might look to Washington to understand how pot sells. With the RAND Corp., we used machine learning to estimate how much THC- in pot is sold in Washington.

  Tags: AI, Canada, Data Science, Law, Machine Learning, Washington

• Semantic Interoperability: Are you training your AI by mixing data sources that look the same but aren’t? - Oct 9, 2018.
  
  Semantic interoperability is a challenge in AI systems, especially since data has become increasingly more complex. The other issue is that semantic interoperability may be compromised when people use the same system differently.

  Tags: AI, Datasets, Healthcare, Semantic Analysis

• Society of Machines: The Complex Interaction of Agents - Oct 4, 2018.
  
  In this new series we’ll focus on collective interaction of two or more machines. This interaction of machines can be among each other or with the environment.

  Tags: Agents, AI, Modeling

• Upcoming Meetings in AI, Analytics, Big Data, Data Science, Deep Learning, Machine Learning: October and Beyond - Oct 3, 2018.
  
  Coming soon: INFORMS Chicago, Deep Learning Summit Toronto, ODSC West SF, Accelerate AI SF, Big Data Week London, AI Conference London, PAW Business London, Crunch Budapest, and more.

  Tags: AI, Analytics, Boston, Data Science, London, Meetings, New York City, San Francisco

• Join us in Toronto for the Deep Learning Summit, Save with KDnuggets - Sep 28, 2018.
  
  RE•WORK's world-famous Deep Learning Summit is taking place in Toronto this October with the addition of a new AI for Government track. Don't forget to use code KDNUGGETS at the checkout for 20% off your pass. See you there!

  Tags: AI, Canada, Deep Learning, Government, RE.WORK, Toronto

• Learning mathematics of Machine Learning: bridging the gap - Sep 28, 2018.
  
  We outline the four key areas of Maths in Machine Learning and begin to answer the question: how can we start with high school maths and use that knowledge to bridge the gap with maths for AI and Machine Learning?

  Tags: AI, Machine Learning, Mathematics

• Win KDnuggets Free Pass to Artificial Intelligence Conference London, Oct 8-11, 2018 - Sep 28, 2018.
  
  Enter now to win a free KDnuggets Pass to AI Conference AI, Oct 8-11. Submit your entry by Oct 5, 2018, for your chance!

  Tags: AI, London, O'Reilly, UK

• Struggling with AI? You’re not alone – Read the report - Sep 27, 2018.
  
  Download this report from Databricks to understand how enterprises are adopting AI technology, the primary challenges holding enterprises back from seeing success with AI, and the benefits of a taking a unified approach to data and AI.

  Tags: AI, Databricks, Report

• AI World Boston: Accelerating Innovation in the Enterprise - Sep 27, 2018.
  
  Enterprise organizations face conflicting priorities. Where do they turn to cut through the hype and determine how to prioritize AI strategies and technologies for their business? Find out Dec 3-5 in Boston.

  Tags: AI, AI World, Boston, MA

• ODSC India Highlights: Deep Learning Revolution in Speech, AI Engineer vs Data Scientist, and Reinforcement Learning for Enterprise - Sep 26, 2018.
  
  Key takeaways and highlights from ODSC India 2018 conference about the latest trends, breakthroughs and revolutions in the field of Data Science and Artificial Intelligence

  Tags: AI, Chatbot, Deep Learning, Machine Learning, NLP, ODSC, Recurrent Neural Networks, Reinforcement Learning, Speech Recognition

• Cartoon: Where AI achieves excellence - Sep 22, 2018.
  
  We examine what can happen when lawyers are replaced with Machine Learning.

  Tags: AI, Cartoon, Humans vs Machines, Law

• Attend the Leading Applied AI Conference, San Francisco, Offer Ends Friday - Sep 19, 2018.
  
  ODSC West 2018, and Accelerate AI return to San Francisco on Oct 31-Nov 3rd. The prior ODSC events sold out, so why wait? Save 30% with code KDD30 - offer ends Friday.

  Tags: Accelerate AI, AI, Andrej Karpathy, CA, Data Science, ODSC, San Francisco

• 10 Big Data Trends You Should Know - Sep 17, 2018.
  
  A collection of Big Data trends to familiarize yourself with, covering IoT Networks, Artificial Intelligence, Predictive Analytics, Dark Data and more.

  Tags: AI, Big Data, Big Data Analytics, Chatbot, Dark Data, Data Analytics, IoT, Open Source, Trends

• Whitepaper: Why Your Business Needs an AI Platform - Sep 14, 2018.
  
  A new whitepaper from Anaconda examines the economic impact of AI, how some companies and industries are leveraging AI to generate business value today, and how Anaconda Enterprise serves as an AI enablement platform for organizations seeking to harness the power of AI at scale.

  Tags: AI, Anaconda, Platform, White Paper

• See NVIDIA Deep Learning In Action [Webinar Series] - Sep 13, 2018.
  
  Hear how three companies benefitted from the performance, simplicity and convenience of NVIDIA DGX Station to supercharge their deep learning development, infusing their products and services with the power of AI.

  Tags: AI, Deep Learning, Deployment, NVIDIA

• The Economics and Benefits of Artificial Intelligence - Sep 13, 2018.
  
  In this article, focus on current AI, which is mostly based on the algorithms that can do predictions, and discuss how the economics of AI works and how it may affect business.

  Tags: AI, Economics, Humans

• The AI Conference in London – Exclusive KDnuggets Offer - Sep 6, 2018.
  
  The O'Reilly AI Conference comes to London, Oct 8-11. Register now and save an additional 20% on Gold, Silver, and Bronze passes with the code KDN20.

  Tags: AI, London, O'Reilly, UK

• KDnuggets™ News 18:n33, Sep 5: Practical Topic Modeling with Python; Classifying AI Technologies; Data Science Project Inspiration - Sep 5, 2018.
  
  Also: An End-to-End Project on Time Series Analysis and Forecasting with Python; Financial Data Analysis - Data Processing 1: Loan Eligibility Prediction; OLAP queries in SQL: A Refresher; Word Vectors in Natural Language Processing: Global Vectors (GloVe)

  Tags: AI, Data Science, Finance, OLAP, Python, SQL, Time Series, Topic Modeling, Word Embeddings

• Upcoming Meetings in AI, Analytics, Big Data, Data Science, Deep Learning, Machine Learning: September and Beyond - Sep 3, 2018.
  
  Coming soon: AI San Francisco, Big Data Innovation Boston, Strata NYC, INFORMS Seattle, SAS Analytics Experience San Diego, PAW Gov DC, Cypher Bangalore, ECML/PKDD Dublin, ODSC London, and many more.

  Tags: AI, Analytics, Austin, Boston, Chicago, London, Meetings, New York City, San Francisco, Seattle, Singapore, Toronto

• AI Knowledge Map: How To Classify AI Technologies - Aug 31, 2018.
  
  What follows is then an effort to draw an architecture to access knowledge on AI and follow emergent dynamics, a gateway of pre-existing knowledge on the topic that will allow you to scout around for additional information and eventually create new knowledge on AI.

  Tags: AI, Classification, Deep Learning, Machine Intelligence, Machine Learning, Neural Networks

• Top KDnuggets tweets, Aug 22-28: AI Knowledge Map: How To Classify AI Technologies; 100 Days of #MachineLearning Coding with #Python - Aug 29, 2018.
  
  Also 25 fun questions for a machine learning interview; Data Visualization Cheat Sheet

  Tags: AI, Data Visualization, Interview questions, Machine Learning, Python, Top tweets

• Nvidia: AI Training for Self-Driving Vehicles [On-demand Webinar] - Aug 27, 2018.
  
  We discuss the key considerations in selecting the optimal AI infrastructure required to train deep neural networks for safe self-driving systems, including data requirements and computing performance needed, and how to use NVIDIA DGX-1 for training autonomous vehicles.

  Tags: AI, Deep Learning, NVIDIA, Self-Driving Car

• UX Design Guide for Data Scientists and AI Products - Aug 21, 2018.
  
  Realizing that there is a legitimate knowledge gap between UX Designers and Data Scientists, I have decided to attempt addressing the needs from the Data Scientist’s perspective.

  Tags: AI, Data Science, Data Scientist, UI/UX

• Monash University: Research Fellow – AI Optimisation Group (Melbourne, Australia) - Aug 16, 2018.
  
  Seeking an enthusiastic researcher with solid skills in any of the following areas: constraint programming, mixed integer programming, SAT and SAT modulo theories, modelling languages and program analysis.

  Tags: AI, Australia, Faculty, Fellowship, Melbourne, Monash University, Research

• Project Hydrogen, new initiative based on Apache Spark to support AI and Data Science - Aug 16, 2018.
  
  An introduction to Project Hydrogen: how it can assist machine learning and AI frameworks on Apache Spark and what distinguishes it from other open source projects.

  Tags: AI, Apache Spark, Data Science, Databricks, Distributed Computing, Production

• Open Data Science West Schedule Live, Europe Keynotes, and India Selling Out - Aug 15, 2018.
  
  Check schedule for ODSC West (Oct 31 - Nov 3), fantastic keynotes for ODSC Europe (Sep 19-22), and get last remaining tix for ODSC India, Aug 30 - Sep 3.

  Tags: AI, Data Science, India, London, ODSC, San Francisco, UK

• AI-driven Insurance – Insights from AXA and Generali - Aug 15, 2018.
  
  How do you move AI from proof of concept to core business today to demonstrate ROI? Read this whitepaper to find out.

  Tags: AI, Insurance, Insurance Nexus, White Paper

• ebook: Using Deep Learning to Solve Real-World Problems - Aug 14, 2018.
  
  Read this eBook to learn: How deep learning enables image classification, sentiment analysis, and other advanced analysis techniques and get a a starter workflow for building and training deep learning models.

  Tags: AI, Databricks, Deep Learning, ebook

• Setting up your AI Dev Environment in 5 Minutes - Aug 13, 2018.
  
  Whether you're a novice data science enthusiast setting up TensorFlow for the first time, or a seasoned AI engineer working with terabytes of data, getting your libraries, packages, and frameworks installed is always a struggle. Learn how datmo, an open source python package, helps you get started in minutes.

  Tags: AI, datmo, Development, Docker, Machine Learning, Python, TensorFlow

• The AI Conference in San Francisco, Sep 4-7: Win KDnuggets Free Pass - Aug 11, 2018.
  
  Win KDnuggets pass to AI Conference in San Francisco, where you'll join the leading minds in AI: Kai-Fu Lee, Meredith Whittaker, Peter Norvig, Dawn Song, David Patterson, Huma Abidi, Matt Wood, and more. Enter by Aug 18.

  Tags: AI, CA, O'Reilly, San Francisco

• Top 10 roles in AI and data science - Aug 9, 2018.
  
  When you think of the perfect data science team, are you imagining 10 copies of the same professor of computer science and statistics, hands delicately stained with whiteboard marker? We hope not!

  Tags: AI, Analyst, Analytics Manager, Career, Cassie Kozyrkov, Data Engineer, Data Scientist, Jobs, Machine Learning Engineer, Statistician

• AI and ML Day in Australia with Alteryx, Tableau, Amazon, Snowflake, Commonwealth Bank, and IAPA - Aug 8, 2018.
  
  Key information regarding The Alteryx Analytics Revolution Summit roadshow in Australia, including dates, guest speakers, livestream information and how you can register for the roadshow closest to you.

  Tags: AI, Alteryx, Australia, IAPA, Machine Learning, Melbourne, Sydney

• The AI Conference in San Francisco – Exclusive KDnuggets Offer - Aug 3, 2018.
  
  The AI Conference returns to San Francisco, Sept 4–7. Get a sweeping understanding of the rapidly advancing AI landscape. Save an extra 20% on most passes with code KDN20.

  Tags: AI, CA, O'Reilly, Peter Norvig, San Francisco

• Upcoming Meetings in AI, Analytics, Big Data, Data Science, Deep Learning, Machine Learning: August and Beyond - Aug 2, 2018.
  
  Coming soon: TDWI Anaheim, JupyterCon NYC, VLDB Rio, ODSC India, KDD 2018 London, AI Conference San Francisco, Big Data Innovation Boston, Strata Data NYC, and many more.

  Tags: AI, Analytics, Big Data, Boston, Chicago, Data Science, London, Meetings, New York City, San Francisco, Singapore

• Deep Learning Summit returns to Toronto – learn from Geoff Hinton - Jul 31, 2018.
  
  Learn from Geoff Hinton and others at Deep Learning Summit and AI for Government Summit, Oct 25-26 in Toronto. Save 20% with code KDNUGGETS.

  Tags: AI, Canada, Deep Learning, Geoff Hinton, RE.WORK, Toronto

• AI Conference, Sep 4-7, San Francisco – KDnuggets Offer - Jul 26, 2018.
  
  Join the leading minds in AI, explore latest developments, separate hype from what is really game-changing, and learn how to apply AI in your organization. Save with code code PCKDNG.

  Tags: AI, Artificial Intelligence, CA, O'Reilly, Peter Norvig, San Francisco

• Ready your Skills for a Cloud-First World with Google - Jul 20, 2018.
  
  The Machine Learning with TensorFlow on Google Cloud Platform Specialization on Coursera will help you jumpstart your career, includes hands-on labs, and takes you from a strategic overview to practical skills in building real-world, accurate ML models.

  Tags: AI, Cloud Computing, Coursera, Google, Google Cloud, Machine Learning, TensorFlow

• Chaos is needed to keep us smart with Machine Learning - Jul 20, 2018.
  
  This post analyses why the chaotic nature of our lives can be used to improve machine learning algorithms.

  Tags: AI, Machine Learning, Random

• Efficient Graph-based Word Sense Induction - Jul 18, 2018.
  
  This paper describes a set of algorithms for Natural Language Processing (NLP) that match or exceed the state of the art on several evaluation tasks, while also being much more computationally efficient.

  Tags: AI, Machine Learning, NLP, Word Embeddings

• Charles River Analytics: Software Engineer III – AI Engineer - Jul 18, 2018.
  
  Seeking an experienced and enthusiastic Software Engineer to design and develop cutting-edge intelligent systems applied to areas such as intelligent tutoring, serious games, crowdsourcing, skill modeling and assessment, and advanced visualization.

  Tags: AI, Cambridge, Charles River Analytics, MA, Software Engineer

• The Future of Map-Making is Open and Powered by Sensors and AI - Jul 13, 2018.
  
  This article investigates the future of map-making and the role of Sensors, Artificial Intelligence and Machine Learning within that.

  Tags: AI, GIS, Maps, Sensors, Telenav

• AI Solutionism - Jul 12, 2018.
  
  Machine learning has huge potential for the future of humanity — but it won’t solve all our problems.

  Tags: AI, Automation, Machine Learning, Neural Networks

• GDPR after 2 months – What does it mean for Machine Learning? - Jul 11, 2018.
  
  Almost 2 months on from the GDPR introduction, how was machine learning affected? What does the future hold?

  Tags: AI, Claudette, ePR, GDPR, Machine Learning

• Upcoming Meetings in AI, Analytics, Big Data, Data Science, Deep Learning, Machine Learning: July and Beyond - Jul 9, 2018.
  
  Coming soon: ICDM/MLDM New York, Data Innovation Summits Las Vegas, ICML Stockholm, IJCAI/ECAI Stockholm, TDWI Anaheim, KDD-2018 London, JupyterCon NYC, and many more.

  Tags: AI, Analytics, Boston, Data Science, London, Machine Learning, Meetings, New York City, Singapore

• The AI Conference in London – Exclusive KDNuggets Offer - Jul 5, 2018.
  
  The AI Conference will premiere in London, 8–11 October. The Best Price expires on 13 July. Tutorials, training courses, and hotel rooms all book up quickly. Save and additional 20% on Gold, Silver and Bronze passes with the code KDN20.

  Tags: AI, London, O'Reilly, UK

• AI for Fraud Detection – How does Mastercard do it? Learn how global leaders use AI - Jul 2, 2018.
  
  At the AI in Finance Summit, Sept 6-7 in NYC, RE•WORK we will be showcasing the latest breakthrough technologies & their application in the financial sector with topics including Financial Compliance, Financial Forecasting, NLP, Investment, Blockchain & more.

  Tags: AI, Finance, Fraud Detection, MasterCard, New York, NY, RE.WORK

• Monash University: Research Fellow – AI Optimisation Group - Jun 28, 2018.
  
  Seeking an enthusiastic researcher with solid skills in any of the following areas: constraint programming, mixed integer programming, SAT and SAT modulo theories, modelling languages and program analysis, to work on new approaches to modelling and solving discrete optimisation problems.

  Tags: AI, Australia, Melbourne, Monash University, Research

• 30 Free Resources for Machine Learning, Deep Learning, NLP & AI - Jun 25, 2018.
  
  Check out this collection of 30 ML, DL, NLP & AI resources for beginners, starting from zero and slowly progressing to the point that readers should have an idea of where to go next.

  Tags: AI, Deep Learning, Machine Learning, NLP

• Statistics, Causality, and What Claims are Difficult to Swallow: Judea Pearl debates Kevin Gray - Jun 15, 2018.
  
  While KDnuggets takes no side, we present the informative and respectful back and forth as we believe it has value for our readers. We hope that you agree.

  Tags: AI, Computer Science, Data Science, Judea Pearl, Statistics

• Why you need to improve your training data, and how to do it - Jun 11, 2018.
  
  This article examines the way you need to improve your training data and how it can be accomplished, including speech commands, choosing the right data, picking a model fast and more.

  Pages: 1 2

  Tags: AI, Andrej Karpathy, Machine Learning, Training Data

• Netflix Data Science Interview Questions: Acing the AI Interview - Jun 7, 2018.
  
  Gain some perspective on the Netflix interview process, and on ways to prepare for just such an industry interview.

  Tags: AI, Data Science, Interview, Interview questions, Netflix

• Big Data Toronto Brings Canada to the Centre Stage in Big Data and AI - Jun 4, 2018.
  
  The Big Data Toronto conference and expo is back for its 3rd edition on Jun 12-13, 2018 at the Metro Toronto Convention Centre. Big Data focuses on the skills, software and leadership needed to implement data insights & AI Toronto is dedicated to Toronto’s growing AI and deep learning communities.

  Tags: AI, Big Data, Canada, Toronto