Search results for Network Security

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• Deep Learning Can be Applied to Natural Language Processing">Deep Learning Can be Applied to Natural Language Processing

  This post is a rebuttal to a recent article suggesting that neural networks cannot be applied to natural language given that language is not a produced as a result of continuous function. The post delves into some additional points on deep learning as well.

  https://www.kdnuggets.com/2017/01/deep-learning-applied-natural-language-processing.html

• How To Stay Competitive In Machine Learning Business

  To stay competitive in machine learning business, you have to be superior than your rivals and not the best possible – says one of the leading machine learning expert. Simple rules are defined here to make that happen. Let’s see how.

  https://www.kdnuggets.com/2017/01/stay-competitive-machine-learning-business.html

• Academic, Research Positions in Big Data, Data Mining, Data Science, Machine Learning

    To add here a short entry for an academic or research position related to AI, Big Data, Data Science, or Machine Learning, email 5 Read more »

  https://www.kdnuggets.com/academic/index.html

• Artificial Intelligence and Life in 2030

  Read this engaging overview of a report from the Stanford University 100 year study of Artificial Intelligence, “a long-term investigation of the field of Artificial Intelligence (AI) and its influences on people, their communities, and society.”

  https://www.kdnuggets.com/2016/12/artificial-intelligence-life-2030.html

• Data Science, Predictive Analytics Main Developments in 2016 and Key Trends for 2017">Data Science, Predictive Analytics Main Developments in 2016 and Key Trends for 2017

  Key themes included the polling failures in 2016 US Elections, Deep Learning, IoT, greater focus on value and ROI, and increasing adoption of predictive analytics by the "masses" of industry.
   
  

  https://www.kdnuggets.com/2016/12/data-science-predictive-analytics-main-developments-trends.html

• Top 10 Amazon Books in Artificial Intelligence & Machine Learning, 2016 Edition

  Given the ongoing explosion in interest for all things Data Science, Artificial Intelligence, Machine Learning, etc., we have updated our Amazon top books lists from last year. Here are the 10 most popular titles in the AI & Machine Learning category.

  https://www.kdnuggets.com/2016/11/top-10-amazon-books-ai-machine-learning.html

• Introduction to Machine Learning for Developers

  Whether you are integrating a recommendation system into your app or building a chat bot, this guide will help you get started in understanding the basics of machine learning.

  https://www.kdnuggets.com/2016/11/intro-machine-learning-developers.html

• Data Science and Big Data, Explained">Data Science and Big Data, Explained

  This article is meant to give the non-data scientist a solid overview of the many concepts and terms behind data science and big data. While related terms will be mentioned at a very high level, the reader is encouraged to explore the references and other resources for additional detail.

  https://www.kdnuggets.com/2016/11/big-data-data-science-explained.html

• Evaluating HTAP Databases for Machine Learning Applications

  Businesses are producing a greater number of intelligent applications; which traditional databases are unable to support. A new class of databases, Hybrid Transactional and Analytical Processing (HTAP) databases, offers a variety of capabilities with specific strengths and weaknesses to consider. This article aims to give application developers and data scientists a better understanding of the HTAP database ecosystem so they can make the right choice for their intelligent application.

  https://www.kdnuggets.com/2016/11/evaluating-htap-databases-machine-learning-applications.html

• Do You Suffer From Analytic Personality Disorder (APD)?

  Read this lighthearted take on Analytics Personality Disorder, a (nonexistent) syndrome for those obsessed with analytics.

  https://www.kdnuggets.com/2016/11/analytic-personality-disorder.html

• EDISON Data Science Framework to define the Data Science Profession

  EDISON Data Science Framework provides conceptual, instructional and policy components required to establish the Data Science profession.

  https://www.kdnuggets.com/2016/10/edison-data-science-framework.html

• Here’s How IT Departments are Using Big Data

  The use cases for big data are clear when it comes to areas like marketing, healthcare, and retail, but IT’s use of big data is a little less clear. Recently, however, some IT departments are finding ways to use big data to improve their individual operations along with that of the entire organization.

  https://www.kdnuggets.com/2016/10/it-departments-using-big-data.html

• Deep Learning Reading Group: SqueezeNet

  This paper introduces a small CNN architecture called “SqueezeNet” that achieves AlexNet-level accuracy on ImageNet with 50x fewer parameters.

  https://www.kdnuggets.com/2016/09/deep-learning-reading-group-squeezenet.html

• Data Science for Internet of Things (IoT): Ten Differences From Traditional Data Science">Data Science for Internet of Things (IoT): Ten Differences From Traditional Data Science

  The connected devices (The Internet of Things) generate more than 2.5 quintillion bytes of data daily. All this data will significantly impact business processes and the Data Science for IoT will take increasingly central role. Here we outline 10 main differences between Data Science for IoT and traditional Data Science.

  https://www.kdnuggets.com/2016/09/data-science-iot-10-differences.html

• The Evolution of IoT Edge Analytics: Strategies of Leading Players

  This article explores the significance and evolution of IoT edge analytics. Since the author believes that hardware capabilities will converge for large vendors, IoT analytics will be the key differentiator.

  https://www.kdnuggets.com/2016/09/evolution-iot-edge-analytics.html

• Reinforcement Learning and the Internet of Things

  Gain an understanding of how reinforcement learning can be employed in the Internet of Things world.

  https://www.kdnuggets.com/2016/08/reinforcement-learning-internet-things.html

• 35 Open Source tools for Internet of Things

  If you have heard about the Internet of Things many times by now, its time to join the conversation. Explore the many open source tools & projects related to Internet of Things.

  https://www.kdnuggets.com/2016/07/open-source-tools-internet-things.html

• What the Next Generation of IoT Sensors Have in Store

  This post is an overview of some of the next-generation IoT sensors, and what they could mean for our future.

  https://www.kdnuggets.com/2016/07/next-generation-iot-sensors.html

• Gregory Piatetsky-Shapiro

  Gregory Piatetsky-Shapiro, Ph.D. is the Founder of KDnuggets, a leading site for Analytics, Big Data, Data Science, Data Mining, and Machine Learning. Gregory was a Read more »

  https://www.kdnuggets.com/gps.html

• History of Data Mining

  Data mining is a subfield of computer science which blends many techniques from statistics, data science, database theory and machine learning. Here are the major milestones and “firsts” in the history of data mining plus how it’s evolved and blended with data science and big data.

  https://www.kdnuggets.com/2016/06/rayli-history-data-mining.html

• 10 Data Acquisition Strategies for Startups

  An interesting discussion of the myriad methods in which startups may choose to acquire data, often the most overlooked and important aspect of a startup's success (or failure).

  https://www.kdnuggets.com/2016/06/10-data-acquisition-strategies-startups.html

• Cloud Computing Key Terms, Explained

  A concise overview of 20 core cloud computing ecosystem concepts. The focus here is on the terminology, not The Big Picture.

  https://www.kdnuggets.com/2016/06/cloud-computing-key-terms-explained.html

• Where are the Opportunities for Machine Learning Startups?

  Machine learning has permeated data-driven businesses, which means almost all businesses. Here are a few areas where it’s possible that big corporations haven’t already eaten everybody’s lunch.

  https://www.kdnuggets.com/2016/06/opportunites-machine-learning-startups.html

• Using Big Data Analytics To Prevent Crimes The “Minority Report” Way

  The idea of using artificial intelligence for the crime prevention has been around for more than a decade. In this post, we present four examples, including how using analytics, we can prevent a criminal from re-offending.

  https://www.kdnuggets.com/2016/04/using-big-data-analytics-prevent-crimes-minority-report-way.html

• Tree Kernels: Quantifying Similarity Among Tree-Structured Data

  An in-depth, informative overview of tree kernels, both theoretical and practical. Includes a use case and some code after the discussion.

  https://www.kdnuggets.com/2016/02/tree-kernels-quantifying-similarity-tree-structured-data.html

• 50 Useful Machine Learning & Prediction APIs

  We present a list of 50 APIs selected from areas like machine learning, prediction, text analytics & classification, face recognition, language translation etc. Start consuming APIs!

  https://www.kdnuggets.com/2015/12/machine-learning-data-science-apis.html

• Gartner 2015 Hype Cycle: Big Data is Out, Machine Learning is in

  Which are the most hyped technologies today? Check out Gartner's latest 2015 Hype Cycle Report. Autonomous cars & IoT stay at the peak while big data is losing its prominence. Smart Dust is a new cool technology for the next decade!

  https://www.kdnuggets.com/2015/08/gartner-2015-hype-cycle-big-data-is-out-machine-learning-is-in.html

• Deep Learning Adversarial Examples – Clarifying Misconceptions

  Google scientist clarifies misconceptions and myths around Deep Learning Adversarial Examples, including: they do not occur in practice, Deep Learning is more vulnerable to them, they can be easily solved, and human brains make similar mistakes.

  https://www.kdnuggets.com/2015/07/deep-learning-adversarial-examples-misconceptions.html

• Data Science’s Most Used, Confused, and Abused Jargon

  As data science has spread through the mainstream, so too has a dense vocabulary of ill-defined jargon. In a split-personality post, we offer several perspectives on many of data science's most confused terms.

  https://www.kdnuggets.com/2015/02/data-science-confusing-jargon-abused.html

• The High Cost of Maintaining Machine Learning Systems

  Google researchers warn of the massive ongoing costs for maintaining machine learning systems. We examine how to minimize the technical debt.

  https://www.kdnuggets.com/2015/01/high-cost-machine-learning-technical-debt.html

• Research Leaders on Data Mining, Data Science, and Big Data key trends, top papers

  We asked global research leaders in Data Science and Big Data what are the most interesting research papers/advances of 2014 and what are the key trends they see in 2015. Here are their answers.

  https://www.kdnuggets.com/2015/01/research-leaders-data-science-big-data-key-trends-top-papers.html

• 16 NoSQL, NewSQL Databases To Watch

  NoSQL and NewSQL databases have become much more important with the proliferation of big, mobile, and networked data, and these sixteen database solutions are some of the biggest up-and-comers.

  https://www.kdnuggets.com/2014/12/16-nosql-newsql-databases-to-watch.html

• KDnuggets™ News 14:n30, Nov 19

  Features | Software | Opinions | Interviews | Reports | News | Webcasts | Courses | Meetings | Jobs | Academic | Publications | Tweets Read more »

  https://www.kdnuggets.com/2014/n30.html

• KDnuggets™ News 14:n27, Oct 22

  Features | Software | Opinions | Interviews | Reports | News | Webcasts | Courses | Meetings | Jobs | Academic | Publications | Tweets Read more »

  https://www.kdnuggets.com/2014/n27.html

• KDnuggets™ News 14:n26, Oct 8

  Features | Software | Opinions | Interviews | News | Webcasts | Courses | Meetings | Jobs | Academic | Publications | Tweets | CFP Read more »

  https://www.kdnuggets.com/2014/n26.html

• Top KDnuggets tweets, Sep 19-21: Dilbert funniest cartoons on #BigData, data mining; Guess which pattern is random

  Guess which pattern is random, which machine-generated? Dilbert 20 funniest cartoons on #BigData, data mining, privacy; Data Scientist Cartoon; Neural Networks and Deep Learning, free online book (draft).

  https://www.kdnuggets.com/2014/09/top-tweets-sep19-21.html

• Most Viewed Web Mining Lectures

  Discover interesting lectures on topics like mining information networks and identifying influential members of online communities in this list of the top viewed web mining lectures on videolectures.net.

  https://www.kdnuggets.com/2014/09/most-viewed-web-mining-lectures-videolectures.html

• Most Viewed Data Mining Talks at Videolectures

  Watch the top 25 most viewed popular data mining lectures on VideoLectures.NET to learn about topics ranging general big-data tutorials to monetizing data mining startups.

  https://www.kdnuggets.com/2014/09/most-viewed-data-mining-talks-videolectures.html

• KDnuggets™ News 14:n24, Sep 18

  Features | Software | News | Opinions | Interviews | Reports | Webcasts | Courses | Meetings | Jobs | Academic | Publications | Tweets Read more »

  https://www.kdnuggets.com/2014/n24.html

• BAT: China’s Three Big Data Leaders

  We examine the “three big mountains” in Chinese Internet and Big Data industry: Baidu, Alibaba, and Tencent (together called BAT), and look into their different strategy and focus.

  https://www.kdnuggets.com/2014/08/bat-china-three-big-data-leaders.html

• Containers: The Enabler of YARN

  The evolution of a data-center operating system is discussed along with the underlying challenges and approaches being followed. Containers play a big role in enabling the required abstraction and deliver additional benefits.

  https://www.kdnuggets.com/2014/07/containers-yarn-enabler.html

• KDnuggets™ News 14:n19, Jul 30

  Features | Software | News | Opinions | Interviews | Reports | Webcasts | Courses | Meetings | Jobs | Academic | Publications | Tweets Read more »

  https://www.kdnuggets.com/2014/n19.html

• CRN 50 Big Data Business Analytics Companies

  We examine CRN top 50 Big Data Business Analytics companies. They are younger (average age is 10), and 44% are founded since 2010.

  https://www.kdnuggets.com/2014/06/crn-50-big-data-business-analytics-companies.html

• Does Deep Learning Have Deep Flaws?

  A recent study of neural networks found that for every correctly classified image, one can generate an "adversarial", visually indistinguishable image that will be misclassified. This suggests potential deep flaws in all neural networks, including possibly a human brain.

  https://www.kdnuggets.com/2014/06/deep-learning-deep-flaws.html

• KDnuggets™ News 14:n06, Mar 19

  Features (11) | News (3) | Software (6) | Webcasts (3) | Courses (5) | Competitions (3) | Meetings (6) | Jobs (3) | Academic Read more »

  https://www.kdnuggets.com/2014/n06.html

• KDnuggets™ News 14:n04, Feb 19

  Features (7) | News (10) | Software (2) | Webcasts (2) | Courses (2) | Meetings (2) | Jobs (10) | Academic (4) | Publications Read more »

  https://www.kdnuggets.com/2014/n04.html

• Fraud Detection Solutions

  AccessPay fraud detection software alerts businesses to fraudulent activity before payments are sent. Alaric Systems "Fractals" card fraud detection and prevention systems using proprietary inference Read more »

  https://www.kdnuggets.com/solutions/fraud-detection.html

• 2013 Nov: Analytics, Big Data, Data Mining and Data Science Posts

  All (116) | News, Software (28) | Courses, Events (23) | Jobs | Academic | Publications (36) Yahoo SAMOA, Open Source Platform for Mining Big Read more »

  https://www.kdnuggets.com/2013/11/index.html

• Data Mining, Data Science, and Analytics News, Oct 2013

  All (109) | News, Software (30) | Courses, Events (28) | Jobs | Academic | Publications (32) Adjunct Faculty, develop and teach courses Data Mining, Read more »

  https://www.kdnuggets.com/2013/10/index.html

• KDnuggets™ News 13:n28, Nov 20

  Features (7) | Software (1) | Webcasts (1) | Jobs (6) | Academic (2) | Competitions (2) | Publications (5) | Tweets (3) | NewsBriefs Read more »

  https://www.kdnuggets.com/2013/n28.html

• 2013 Nov Publications: Analytics, Big Data, Data Mining and Data Science

  All (116) | News, Software (28) | Courses, Events (23) | Jobs | Academic | Publications (36) LIONbook Chapter 15: Dimensionality reduction - Nov 28, Read more »

  https://www.kdnuggets.com/2013/11/publications.html

• KDnuggets™ News 13:n26, Oct 30

  Features (8) | Software (2) | Webcasts (2) | Courses, Events (3) | Meetings (3) | Jobs (6) | Academic (2) | Competitions (1) | Publications Read more »

  https://www.kdnuggets.com/2013/n26.html

• KDnuggets™ News 13:n24, Oct 8

  Features (10) | Software (3) | Webcasts (4) | Courses, Events (4) | Meetings (2) | Jobs (7) | Academic (4) | Competitions (1) | Publications Read more »

  https://www.kdnuggets.com/2013/n24.html

• KDnuggets™ News 13:n15, Jun 19

  Features (8) | Software (5) | Webcasts (3) | Courses, Events (3) | Meetings (1) | Jobs (8) | Academic (2) | Competitions (3) | Publications Read more »

  https://www.kdnuggets.com/2013/n15.html

• KDnuggets™ News 13:n14, Jun 5

  Features(7) | Software(5) | Webcasts(2) | Courses, Events(2) | Meetings(2) | Jobs(10) | Academic(4) | Competitions(2) | Publications(3) | Tweets(6) | NewsBriefs(1) | CFP(8) | Quote Read more »

  https://www.kdnuggets.com/2013/n14.html

• Companies with Analytics, Data Mining, Data Science, and Machine Learning Products

  A B C D E F G H I J K L M N O P Q R S T U V W XYZ Advanced Read more »

  https://www.kdnuggets.com/companies/products.html

• Consulting Companies in AI, Analytics, Data Science, and Machine Learning

  A B C D E F G H I J K L M N O P Q R S T U V W XYZ 4i, Read more »

  https://www.kdnuggets.com/companies/consulting.html

• KDnuggets™ News 13:n13, May 22

  Features (11) | Software (1) | Webcasts (4) | Courses, Events (2) | Jobs (11) | Academic (1) | Competitions (3) | Publications (5) | Tweets Read more »

  https://www.kdnuggets.com/2013/n13.html

• KDnuggets™ News 13:n09, Apr 10

  Features (11) | Software (6) | Webcasts (1) | Courses, Events (3) | Jobs (11) | Competitions (3) | Publications (6) | Tweets (6) | NewsBriefs Read more »

  https://www.kdnuggets.com/2013/n09.html

• KDnuggets™ News 13:n08, Mar 27

  Features (9) | Software (5) | Webcasts (1) | Courses, Events (2) | Meetings (1) | Jobs (6) | Academic (4) | Competitions (3) | Publications Read more »

  https://www.kdnuggets.com/2013/n08.html

• KDnuggets™ News 13:n03, Feb 13

  Features (9) | Software (6) | Webcasts (2) | Courses, Events (3) | Jobs (6) | Meetings (5) | Academic (1) | Competitions (4) | Publications Read more »

  https://www.kdnuggets.com/2013/n03.html

• KDnuggets™ News 13:n02, Jan 30

  Features (10) | Software (4) | Courses, Events (2) | Webcasts (3) | Jobs (12) | Academic (5) | Competitions (4) | Publications (12) | NewsBriefs Read more »

  https://www.kdnuggets.com/2013/n02.html

• KDnuggets™ News 13:n01, Jan 15

  Features (11) | Software (2) | Courses, Events (2) | Webcasts (3) | Jobs (11) | Competitions (3) | Publications (10) | NewsBriefs (4) | CFP Read more »

  https://www.kdnuggets.com/2013/n01.html