Search results for Telecom Networks

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  • Understanding Deep Convolutional Neural Networks with a practical use-case in Tensorflow and Keras">Silver BlogUnderstanding Deep Convolutional Neural Networks with a practical use-case in Tensorflow and Keras

    ...suitable to handle the complexity of the image data. And that's when we came up with Convolutional Neural Networks (CNNs). 2 - 2 Convolutional Neural Networks Convolutional Neural Networks (or CNNs) are special kind of neural architectures that have been specifically designed to handle image data....

    https://www.kdnuggets.com/2017/11/understanding-deep-convolutional-neural-networks-tensorflow-keras.html

  • Top 10 Data Science Use Cases in Telecom

    ...ues and methods are no longer relevant. In this article, we attempt to present the most relevant and efficient data science use cases in the field of telecommunication.   Fraud detection   Telecommunication industry being the one attracting almost the most significant number of users...

    https://www.kdnuggets.com/2019/02/top-10-data-science-use-cases-telecom.html

  • 3 Telecom Developments Which impact IoT Analytics

    …advertising) Having said that, from an IoT Analytics standpoint, there are some areas which impact IoT data(hence IoT analytics) which are unique to Telecoms. This blog discusses three such developments which I am tracking Analysis and Focus areas 1) LPWA battles low power wide area networks are a…

    https://www.kdnuggets.com/2016/03/3-telecom-developments-which-impact-iot-analytics.html

  • Power Laws in Deep Learning 2: Universality

    ...tly runs a boutique consulting firm specializing in software development, machine learning and AI. His clients include Wall Street firms, Big Pharma, Telecom, eCommerce, early and late stage startups, and the largest Internet companies such as eHow, eBay, GoDaddy, etc. Original. Reposted with...

    https://www.kdnuggets.com/2018/09/power-laws-deep-learning-2-universality.html

  • Big Data a $4.7 Billion opportunity in the healthcare and pharmaceutical industry

    ...nities, Challenges, Strategies & Forecasts" please visit: http://www.snstelecom.com/bigdatahealthcare For a sample please contact: Email: info@snstelecom.com About SNS Telecom & IT Part of the SNS Worldwide group, SNS Telecom & IT is a global market intelligence and consulting firm with...

    https://www.kdnuggets.com/2018/07/snstelecom-big-data-healthcare-pharm.html

  • Power Laws in Deep Learning

    ...tly runs a boutique consulting firm specializing in software development, machine learning and AI. His clients include Wall Street firms, Big Pharma, Telecom, eCommerce, early and late stage startups, and the largest Internet companies such as eHow, eBay, GoDaddy, etc. Original. Reposted with...

    https://www.kdnuggets.com/2018/09/power-laws-deep-learning.html

  • 3 Stages of Big Data

    ...cess was due to its ability to leverage web links with its PageRank algorithm. Probably almost all large data sets have some network aspects - people networks, as in case of Facebook or LinkedIn, networks of documents, such as the Web, biological networks for DNA analysis, etc. Effective use of the...

    https://www.kdnuggets.com/2013/12/3-stages-big-data.html

  • Choosing an Open Source Machine Learning Library: TensorFlow, Theano, Torch, scikit-learn, Caffe

    …g first hand and offers resources that promise to be expanded as the community develops. Use cases By using the state-of-the-art Convolutional Neural Networks (CNNs) – deep neural networks successfully applied for visual imagery analysis and even powering vision in self-driving cars – Caffe allowed…

    https://www.kdnuggets.com/2017/11/choosing-open-source-machine-learning-library.html

  • Customer Churn Prediction Using Machine Learning: Main Approaches and Models

    ...so news companies offer readers digital subscriptions besides print ones (Bloomberg, The Guardian, Financial Times, The New York Times, Medium etc.). Telecom companies (cable or wireless). These companies may provide a full range of products and services, including wireless network, internet, TV,...

    https://www.kdnuggets.com/2019/05/churn-prediction-machine-learning.html

  • Where Analytics, Data Science, Machine Learning Were Applied: Trends and Analysis

    ...8.1% 6.3% 8.9% Insurance (36) 8.1% 9.2% 7.4% IT / Network Infrastructure (34) 7.6% 7.2% 6.6% Credit Scoring (31) 7.0% 6.9% 7.1% Social Media / Social Networks (30) 6.7% 8.3% 10.3% Oil / Gas / Energy (29) 6.5% 7.1% 8.9% Government/ Military (26) 5.8% 5.6% 7.1% Telecom / Cable (26) 5.8% 8.3% 7.7%...

    https://www.kdnuggets.com/2018/04/poll-analytics-data-science-ml-applied-2017.html

  • Where Analytics, Data Mining, Data Science is applied

    ...iggest increases, computed as (pct2014 - pct2012) / pct2012, were for Junk email / Anti-spam, 262% E-commerce, 86% Social Policy/Survey analysis, 81% Telecom / Cable, 37% Other, 33%   The industries with the biggest decline in share of applications were Entertainment/ Music/ TV/Movies, -60.7%...

    https://www.kdnuggets.com/2014/12/where-analytics-data-mining-data-science-applied.html

  • Where Analytics, Data Science, Machine Learning Were Applied: Trends and Analysis

    ...it Scoring (31) 7.10 7.00 6.90 Investment / Stocks (29) 6.70 3.40 6.20 Biotech/Genomics (29) 6.70 5.40 5.80 Government / Military (28) 6.40 5.80 5.60 Telecom / Cable (27) 6.20 5.80 8.30 Social Media / Social Networks (26) 6.00 6.70 8.30 HR/workforce analytics (25) 5.70 4.70 3.60 Search / Web...

    https://www.kdnuggets.com/2019/03/poll-analytics-data-science-ml-applied-2018.html

  • KDnuggets Site Map

    ...proaches Classification with Decision tree methods Classification with Rule-based methods Classification with Neural networks Bayesian and Dependency Networks SVM (Support Vector Machines) Rough sets, Genetic algorithms, Fuzzy Logic and other approaches. Analysis of classification results, ROC...

    https://www.kdnuggets.com/about/site-map.html

  • Interviews with Data Scientists: Claudia Perlich

    ...t necessarily the right thing for building a model ‘in the real world’. First of, in principle, if you have a universal function approximator (neural networks, decision trees, also read about VC dimensions if you want to know more) – a model that can express anything, and infinite data, you do not...

    https://www.kdnuggets.com/2016/12/interviews-data-scientists-claudia-perlich.html

  • Top 8 Data Science Use Cases in Gaming

    ...e brand and predict customers purchase decisions and brand loyalty. The so-called social network games form multiplayer online networks. Within these networks players actively interact. This interaction often results in the creation of separate social communities based on competition and interest...

    https://www.kdnuggets.com/2019/04/top-8-data-science-use-cases-gaming.html

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

    ...pact. New York, NY, USA. Gfaive is a global full-stack data engineering and consulting company specializing in Machine Learning, Data Science, Neural Networks, Big Data, Text and Image Analytics. Tbilisi, Georgia. Gmid Associates, provides analytical support in statistical analysis, data mining,...

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

  • Data Driven Government Workshops Announced!

    ...ead Data Scientist in Elder Research's Commercial Analytics Group working across multiple teams and industries including finance, retail, energy, and telecom.  Mike’s primary focus is healthcare and insurance, where his projects range from predicting extreme payouts on long-term care...

    https://www.kdnuggets.com/2019/04/paw-data-driven-government-workshops-announced.html

  • Where Analytics, Data Mining, Data Science were applied in 2016

    ...) 12.0% 13.4% 16.3% Fraud Detection (61) 11.1% 10.0% 13.6% Retail (57) 10.3% 9.1% 13.6% Insurance (51) 9.2% 7.4% 8.6% E-commerce (49) 8.9% 10.3% 9.5% Telecom / Cable (46) 8.3% 7.7% 9.0% Social Media / Social Networks (46) 8.3% 10.3% 8.6% Software (40) 7.2% 6.0% 7.2% IT / Network Infrastructure (40)...

    https://www.kdnuggets.com/2016/12/poll-analytics-data-mining-data-science-applied-2016.html

  • Interview: Anil Gadre, MapR on 3 Keys for Big Data Success: Reliability, Security, & Scalability

    ...witter Handle: @hey_anmol Anil Gadre is the SVP of Product Management at MapR. Prior to MapR, Anil was the EVP of Product Management at Silver Spring Networks, responsible for product strategy, planning and marketing of networking and software products focused on the Smart Grid for the energy...

    https://www.kdnuggets.com/2015/06/interview-anil-gadre-mapr-big-data-success.html

  • Exclusive Interview: Michael Brodie, Leading Database Researcher, Industry Leader, Thinker

    ...none of the 12 other categories has more than 3% of the database market. Graph databases serve graph applications like networking in communications, telecom, social networks, and of course NSA applications! But what is wonderful about these emerging classes of data-domain specific DBMSs is that we...

    https://www.kdnuggets.com/2014/04/michael-brodie-database-researcher-leader-thinker.html

  • 3 Big Problems with Big Data and How to Solve Them

    ...ar—has never been more relevant. Since nobody reads terms of service , billions of users voluntarily provide app makers, device manufacturers, social networks, and various businesses around the globe with unending and uncontrolled streams of personal information. While extremely beneficial for...

    https://www.kdnuggets.com/2019/04/3-big-problems-big-data.html

  • Interview: Beena Ammanath, GE on the Industrial Internet for Data-driven Innovation

    ...iew data in more effective ways. Beena has over 23 years’ experience in the data arena with a number of international organizations including British Telecom, E*trade, Thomson Reuters and Silicon Valley startups in engineering and management positions. She holds a Masters in Computer Science and...

    https://www.kdnuggets.com/2015/03/interview-beena-ammanath-ge-data-driven-innovation.html

  • KDnuggets™ News 19:n08, Feb 20: The Gold Standard of Python Machine Learning; The Analytics Engineer – new role in the data team

    ...nda Now Released!   Tutorials, Overviews Running R and Python in Jupyter Are BERT Features InterBERTible? A comprehensive survey on graph neural networks   Opinions Automatic Machine Learning is broken Artificial Intelligence and Data Science Advances in 2018 and Trends for 2019 The...

    https://www.kdnuggets.com/2019/n08.html

  • Where Analytics, Data Mining, Data Science were applied in 2015

    ...anking (50) 14.3% 16.7% 14.3% Health care (47) 13.4% 16.3% 16.3% Science (41) 11.7% 13.6% 11.7% E-commerce (36) 10.3% 9.5% 5.1% Social Media / Social Networks (36) 10.3% 8.6% 12.2% Fraud Detection (35) 10% 13.6% 12.8% Education (35) 10% 7.7% 14.3% Retail (32) 9.1% 13.6% 14.8% Other (31) 8.9% 13.6%...

    https://www.kdnuggets.com/2016/01/poll-analytics-data-mining-data-science-applied-2015.html

  • KDnuggets™ News 16:n10, Mar 23: Data Science Puzzle, explained; New KDnuggets Tutorials; 4 Data Viz Lessons

    ...without crawling    Tutorials, Overviews, How-Tos Lift Analysis - A Data Scientist's Secret Weapon Must Know Tips for Deep Learning Neural Networks, Part 1 3 Viable Ways to Extract Data from the Open Web Deriving Better Insights from Time Series Data with Cycle Plots   ...

    https://www.kdnuggets.com/2016/n10.html

  • Text Analytics 2015 – Technology and Market Overview

    ...Let’s not swoon over unsupervised machine learning and discount tried-and-true methods — language rules, taxonomies, lexical and semantic networks, word stats, and supervised (trained) and non-hierarchical learning methods (e.g., for topic discovery) — in assessing market...

    https://www.kdnuggets.com/2015/03/text-analytics-2015-technology-market-overview.html

  • March Analytics, Big Data, Data Mining Acquisitions and Startups Activity

    ...s, with #BigData - Booz Allen builds a practice around Sports Analytics buff.ly/1gcv0Wi Yahoo buys Vizify which visualizes social-media data, Twitter networks buff.ly/1ny3FQs Spotify buys Echo Nest, plans to leverage machine learning for music discovery, recommendations buff.ly/1ei7hjj Coinalytics...

    https://www.kdnuggets.com/2014/04/march-analytics-big-data-mining-company-activity.html

  • Chief Data & Analytics Officer Sydney, Mar 20-22, KDnuggets Offer

    ...ralia's leading brands. Our delegation increasing to 300+ attendees as our network of insightful and aspiring CDAOs increases year on year and strong networks are forged. Dedicated Focus Days - our new Artificial Intelligence day designed to assist you on your journey, and our Data Governance day...

    https://www.kdnuggets.com/2017/11/corinium-chief-data-analytics-officer-sydney.html

  • comScore: Lead Technical Analyst – Data Solutions

    ...a global scale for its more than 2,000 clients, which include leading companies such as AOL, Baidu, BBC, Best Buy, Carat, Deutsche Bank, ESPN, France Telecom, Financial Times, Fox, LinkedIn, Microsoft, MediaCorp, Nestle, Starcom, Terra Networks, Universal McCann, Verizon, ViaMichelin and Yahoo!....

    https://www.kdnuggets.com/jobs/15/05-30-comscore-lead-technical-analyst-data-solutions.html

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