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  • A Case For Explainable AI & Machine Learning

    ...individual features, to prevent potential discrimination against protected classes. USE CASE #5: VIDEO TREAT DETECTION The Situation Facilities need security to protect human and physical assets. A typical solution has been a combination of security personnel and use of video feeds. Personnel...

    https://www.kdnuggets.com/2018/12/explainable-ai-machine-learning.html

  • Onboarding Your Machine Learning Program

    ...has not at all lived up to expectation. The truth is, machine learning is no silver bullet. However, that doesn’t mean it’s not immensely helpful to security programs and crucial to the future of cybersecurity, people just need to reconsider the way they use it. Rather than treating it as an...

    https://www.kdnuggets.com/2018/04/onboarding-machine-learning.html

  • Introducing MIDAS: A New Baseline for Anomaly Detection in Graphs">Platinum BlogIntroducing MIDAS: A New Baseline for Anomaly Detection in Graphs

    ...and nodes in these graphs.” Some other common use cases of anomaly detection include: Spam Filters Credit Card Fraud Detection Dataset Preprocessing Network Security Social Media Content Moderation   MIDAS Outperforms State-of-the-Art Approaches   “Anomaly detection is a well-researched...

    https://www.kdnuggets.com/2020/04/midas-new-baseline-anomaly-detection-graphs.html

  • CEOs Pursue Data and Analytics for Stakeholder Engagement

    ...eed to work together to make the best use of data analytics for a holistic and dynamic understanding of their customers (as well as workforce). Cyber Security is amongst the top concerns for CEOs with 61% respondents considering it as a threat to their growth prospects. The concern about cyber...

    https://www.kdnuggets.com/2016/01/ceo-data-analytics-stakeholders-engagement.html

  • Security and Intelligence Solutions

    DataWalk, a next-generation enterprise-class software platform to easily connect many large data sets for fast analysis using intuitive visualizations, histograms, link diagrams, maps, and timelines, to support secure, collaborative investigations. IBM solutions help government and commercial...

    https://www.kdnuggets.com/solutions/security-intelligence.html

  • ICS (Prague): AVAST Fellowship in machine learning and data science

    ...Software (www.avast.com), maker of the most trusted antivirus in the world, protects nearly 200 million people, computers and mobile devices with its security applications. In business for over 25 years, AVAST is one of the pioneers in the computer security business, with a portfolio covering...

    https://www.kdnuggets.com/academic/15/03-09-cas-avast-fellowship-machine-learning-data-science.html

  • KDnuggets™ News 15:n22, Jul 15: Deep Learning, Empiricism, & Perfect Girl; 50+ Cheat Sheets; R vs Python

    ...ence    Interviews Interview: Ramkumar Ravichandran, Visa on Actionable Insights - Easier Said Than Done Interview: Reiner Kappenberger, HP Security Voltage on Security Checklist for Data Architectures Interview: Reiner Kappenberger, HP Security Voltage on How to Secure Data-in-Motion...

    https://www.kdnuggets.com/2015/n22.html

  • Research Scientist

    ...caliber are encouraged to apply. Staff scientists will have an opportunity to blend academic research with leadership in architecting next-generation security systems together with RSA Engineering. Applicants should possess enthusiasm for both cutting-edge research and real-world deployment; also...

    https://www.kdnuggets.com/jobs/13/01-09-rsa-research-scientist.html

  • CRN 50 Emerging Big Data Vendors

    ...mer data for customer retention and identify cross-sell and upsell opportunities. Mountain View, CA. Founded 2009. Gazzang's technology provides data security in big data and cloud computing environments, securing personally identifiable information, preventing unauthorized access to sensitive data...

    https://www.kdnuggets.com/2014/06/crn-50-emerging-big-data-vendors.html

  • Big Data Analytics Pain Points

    ...ata can be manipulated at the time of processing mainly because the Big Data processing tools like Hadoop and NoSQL were not originally designed with security in mind. So, organizations are faced with the task of balancing between collecting Big Data and ensuring security and confidentiality....

    https://www.kdnuggets.com/2015/08/big-data-analytics-pain-points.html

  • Philadelphia VIP: Data Analyst

    ...reports for outcomes measurement and program evaluation by VIP's Board, management, funders, and other stakeholders. Develop and utilize standardized protocols to identify and correct dataset issues and systematize data for future analysis. Serve on the Strategic Plan Implementation Group. Create...

    https://www.kdnuggets.com/jobs/14/08-05-phillyvip-data-analyst.html

  • Bosch RTC: Research Engineer – Big Data Systems

    ...in distributed systems. Extensive programming experience with two or more of the following languages: Java, C++ (STL), Python, Scala. Proficiency in network protocols is necessary. Willingness to travel occasionally (approx. 5%-10%). Working knowledge of relational and NoSQL database systems...

    https://www.kdnuggets.com/jobs/14/06-19-bosch-research-engineer-big-data-systems.html

  • To Code or Not to Code with KNIME

    ...n a programming environment, are empowered to use existing workflows as templates and modify them to fit their needs, thus creating complex analytics protocols that they would never have been able to create in a programming environment. At the same time, these visual environments serve as an...

    https://www.kdnuggets.com/2015/07/knime-code-not-code.html

  • Data Scientist/Senior Data Scientist

    ....S. in related fields with 2+ years experience of applying data mining techniques to real business problems Strong understanding of web technologies, protocols, and languages - HTML, Java, XML, Ajax, etc. Familiarity with database modeling and data warehousing principles, strong programming skills...

    https://www.kdnuggets.com/jobs/13/04-14-americanexpress-senior-data-scientist-b.html

  • How To Work In Data Science, AI, Big Data">Silver BlogHow To Work In Data Science, AI, Big Data

    ...ific course or project and complete it. The industry also tends to repackage old technologies with some improvements as new trending ones, like cyber security, cognitive computing, chatbots, virtual reality and deep learning at the moment. So I would follow your heart for the areas you are truly...

    https://www.kdnuggets.com/2019/03/work-data-science-ai-big-data.html

  • Altria: Applied Statistician, Regulatory Affairs

    ...o address complex regulatory requirements for FDA submissions. Manage the design and execution of consumer tracking and research studies. Support the development and evaluation of technical research protocols, statistical analysis plans and advanced analytic techniques to meet regulatory...

    https://www.kdnuggets.com/jobs/17/02-28-altria-applied-statistician-regulatory-affairs.html

  • The Convergence of AI and Blockchain: What’s the deal?

    ...ck is connected to the previous one, as the number of participants and blocks grow, it is extremely hard to modify any information without having the network consensus. The network can validate the transaction through different mechanisms, but mainly through either a “proof-of-work” or a...

    https://www.kdnuggets.com/2018/01/convergence-ai-blockchain-deal.html

  • JPMorgan Chase: Data Scientist for New Customer Engagement

    ...ata relevant for analysis Work with application developers to extract data relevant for analysis. Create data definitions for new database file/table development and/or changes to existing ones as needed for analysis. Provide and apply quality assurance best practices for data mining/analysis...

    https://www.kdnuggets.com/jobs/14/04-15-chase-data-scientist-customer-engagement.html

  • KDnuggets Exclusive: Interview with Anjul Bhambhri, VP of Big Data Products at IBM

    ..., evidence-based cultures, and workforces. The factors that will better ensure success including: fostering a culture that is analytics-savvy; making security, privacy and governance protocols a requirement for big data implementations; the creation of a Chief Data Officer as part of organizations’...

    https://www.kdnuggets.com/2014/03/exclusive-interview-anjul-bhambhri-big-data-products-ibm.html

  • Most Viewed Web Mining Lectures

    .... Lyu, 349 views, 0:25:27 (August 9, 2011, at Fourth ACM International Conference on Web Search and Data Mining - WSDM 2011 ) Classification of social network sites based on network indexes and communication patterns, Fujio Toriumi, 348 views, 0:20:49 (August 4, 2011, at International Workshop on...

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

  • CRN 25 Big Data Infrastructure Companies

    ...as the Isilon and Symmetrix lines, which by itself makes it a major player in the big data arena. Hopkinton, MA. Founded 1979. Gazzang, provides data security in big data and cloud computing environments, securing personally identifiable information, preventing unauthorized access to sensitive data...

    https://www.kdnuggets.com/2014/06/crn-25-big-data-infrastructure-companies.html

  • Reaction to NSA Prism Data Mining: Outrage and Shrug

    ...over. He kept dish on everyone. Where do you think Bush and Obama learned it from? Alex Gilgur: Seriously, when you post something public on a social network site of your choice, do you really assume that it will be visible to all in the world, but not to your government? And if you wanted your...

    https://www.kdnuggets.com/2013/06/reaction-to-nsa-prism-data-mining-outrage-shrug.html

  • Internet of Things Tutorial: IoT Devices and the Semantic Sensor Web

    ...ing more expressive and interoperabilty descriptions of sensor concepts. SWE and the projects that implement it are mostly focused on sensors, sensor networks and their interoperability, without adequately addressing other IoT devices and aspects. Indeed, the rising complexity of IoT systems are...

    https://www.kdnuggets.com/2017/01/internet-of-things-tutorial-semantic-sensor-web.html

  • Standardizing the World of Machine Learning Web Service APIs

    ...to understand each distinct API and to perform a considerable amount of data conversion on the client-side. At PAPIs’15 this year we’ll introduce the Protocols and Structures for Inference (PSI) API specification for delivering flexible ML services. Rather than being a specific implementation, PSI...

    https://www.kdnuggets.com/2015/07/psi-machine-learning-web-service-apis.html

  • American Association of Colleges of Osteopathic Medicine: Data Analyst [Bethesda, Maryland]

    ...required. Data science skills required. This position requires basic proficiency in databases and development, such as MySQL, SQL, Python, or similar programming languages, as well as Microsoft Office Suite and SharePoint. Knowledge of research protocols, organizing data, and performing analyses....

    https://www.kdnuggets.com/jobs/18/10-29-aaacom-data-analyst.html

  • MeasuredProgress: Statistical Analysis Manager

    ...and maintain the statistical analysis processes and methodologies used to support all data and reporting products. Define and develop file management protocols. Collaborate with assistant director of psychometrics to provide statistical analysis support for both operational reporting work and...

    https://www.kdnuggets.com/jobs/13/12-18-measuredprogress-statistical-analysis-manager.html

  • Pew Research Center: Research Analyst, Internet, Science and Technology

    ...Prepares press releases and social media content related to research reports Responds to external requests for information   Project design and development (20%) Conducts background research and trend analysis Proposes research topics Designs research protocols, survey questions or data...

    https://www.kdnuggets.com/jobs/14/08-22-pewresearch-research-analyst-internet-science-technology.html

  • Bayesian deep learning and near-term quantum computers: A cautionary tale in quantum machine learning">Gold BlogBayesian deep learning and near-term quantum computers: A cautionary tale in quantum machine learning

    ...n be efficiently done on a GPU cluster. As Bayesian deep learning is difficult to execute when using classical resources, we attacked it with quantum protocols. With this theory, we have made non-trivial advances towards allowing quantum computers to train deep neural networks. On the...

    https://www.kdnuggets.com/2019/07/bayesian-deep-learning-near-term-quantum-computers.html

  • Distributed Artificial Intelligence: A primer on Multi-Agent Systems, Agent-Based Modeling, and Swarm Intelligence

    ...e than enough to see multi-agent systems as a paramount step toward a better AI.   References   Bishop, J. M. (1989). “Stochastic Searching Networks”. Proceedings 1st IEE Conference on Artificial Neural Networks: 329–331. Bloom, H. (1995). “The Lucifer Principle: A Scientific Expedition...

    https://www.kdnuggets.com/2019/04/distributed-artificial-intelligence-multi-agent-systems-agent-based-modeling-swarm-intelligence.html

  • 6 Data Visualization Disasters – How to Avoid Them

    ...emia and medicine have always valued research as the key means to gather and analyze data to prove hypotheses or develop recommendations or treatment protocols. Now it is everyone’s turn. With oceans of data now available to anyone with the right visual analytics tools and algorithms, data can be...

    https://www.kdnuggets.com/2019/02/data-visualization-disasters-avoid.html

  • 5 Machine Learning Projects You Can No Longer Overlook – Episode VI">Silver Blog, Sep 20175 Machine Learning Projects You Can No Longer Overlook – Episode VI

    ...is notebook for an example of how Optimus can be used. Click here to see the project's Github page.   3. deeplearn.js deeplearn.js brings neural network training to the browser, and allows for the running of pre-trained models in inference mode. From the project website: We provide two APIs,...

    https://www.kdnuggets.com/2017/09/five-machine-learning-projects-cant-overlook-episode-vi.html

  • U. of Bristol: Heilbronn Research Fellowship: Data analysis for cybersecurity

    ...ion of botnets and other malicious entities. We invite strong applicants with expertise in any area of computational statistics, time series, complex networks, information theory, machine learning or algorithms. Some knowledge of operating systems and Internet protocols would be an advantage but...

    https://www.kdnuggets.com/academic/15/04-27-bristol-heilbronn-research-fellowship.html

  • Jupyter Pop-up coming to Boston on March 21

    ...e: extensible software architecture. While many people think of Jupyter as a “notebook,” that’s merely one aspect. At its core, Jupyter is a suite of network protocols, with JupyterLab now as an open source product, an architecture, and an API that exposes those primitives for general use....

    https://www.kdnuggets.com/2018/02/jupyter-popup-boston-march.html

  • How big data can help in home health care?

    …icials, hospitals and websites like the Google Flu Trends are giving authentic information on flu outbreaks and their severity and identify treatment protocols. Similar practices could be used for home health care services and provide better health care. Surveillance Home health care providers…

    https://www.kdnuggets.com/2015/10/big-data-home-healthcare.html

  • 50+ Useful Machine Learning & Prediction APIs, 2018 Edition">Silver Blog50+ Useful Machine Learning & Prediction APIs, 2018 Edition

    ...e with the translation service programmatically. Google Cloud SPEECH-TO-TEXT: Enables developers to convert audio to text by applying powerful neural network models in an easy to use API. The API recognizes 120 languages and variants, to support your global user base. IBM Watson Language...

    https://www.kdnuggets.com/2018/05/50-useful-machine-learning-prediction-apis-2018-edition.html

  • Monash University: Research Fellow or Sr Research Fellow in Information Technology [Suzhou, China]

    ...ffort in the JGS. Desirable teaching interests include Mobile and Distributed Computing Systems, Enterprise and Internet Applications Development and Network Protocols and Network Security. To be successful in this position you will have completed a doctoral qualification in Computer Science or a...

    https://www.kdnuggets.com/jobs/19/06-26-monash-research-fellow-information-technology.html

  • How To Build Your Own Feedback Analysis Solution

    ...acy laws based on where you operate. It is important that if your company is compliant with the GDPR, CCPA or equivalent data laws that the necessary protocols are maintained for subject data access requests etc. One good way of remediating this is to cleanse the data of all personally identifiable...

    https://www.kdnuggets.com/2020/03/build-feedback-analysis-solution.html

  • AI in Healthcare: A review of innovative startups

    ...n brain scans through ML. Aidoc flags acute abnormalities for radiologists through deep learning and AI algorithms. By using proprietary MRI scanning protocols, Ezra’s full-body MRI protocol claims to detect up to 13 cancers in women, 11 in men. At the same time, Israeli startup Zebra offers...

    https://www.kdnuggets.com/2020/09/ai-healthcare-review-innovative-startups.html

  • Machine Intelligence Summit & Autonomous Vehicles Track, Amsterdam – KDnuggets Offer

    ...nd upcoming speakers: Visual Localization & Mapping for Autonomous Driving , Mathias Burki, PhD Candidate in Autonomous Systems Lab at ETH Zurich Security & Privacy is Vital for Machine Learning to Succeed , Nicholas Papernot, Google PhD Fellow in Security at Penn State University Women in...

    https://www.kdnuggets.com/2017/06/rework-machine-intelligence-summit-autonomous-vehicles.html

  • Amazon Machine Learning: Nice and Easy or Overly Simple?

    …sexy, but it is complex. Building and maintaining a data science infrastructure can be expensive. Experienced data scientists are scarce and in-house development of algorithms, building predictive analytics applications, and creating production-ready APIs, requires specific know-how and resources….

    https://www.kdnuggets.com/2016/02/amazon-machine-learning-nice-easy-simple.html

  • Microsoft: SDE Student – Xbox Recommendation

    ...statistical methods to find patterns in data, coming up with hypothesis and using data to validate them, and being part of a fast moving and growing development team. Qualified candidates meet the following requirements: Computer Science degree (5th semester and up) - M.Sc. is preferred GPA 85 and...

    https://www.kdnuggets.com/jobs/14/07-30-microsoft-software-developer-engineer-student-xbox-recommendation-b.html

  • Internet of Things Tutorial: Introduction

    ...gies for the representation and use of the things e.g., RFID (Radion-Frequency Identification), NFC (Near Field Communications), WSN (Wireless Sensor Networks), Things connectivity technologies etc. The "Internet-Oriented" viewpoint focuses on the internet and web aspects of IoT, such as the...

    https://www.kdnuggets.com/2016/12/internet-of-things-tutorial-chapter-1-introduction.html

  • 50+ Useful Machine Learning & Prediction APIs, updated

    ...using basic supervised and unsupervised machine learning tasks via standard HTTP. Ersatz: a web-based prediction program using GPU-backed deep neural networks as-a-service. In Ersatz, a group of different neural network models is trained (ensemble method), sometimes as many as 20. Google Cloud...

    https://www.kdnuggets.com/2017/02/machine-learning-data-science-apis-updated.html

  • Data Scientist

    ...HDFS, MapReduce, Hive, Pig, Mahout, Sqoop and related technologies Java expertise combined with Python or other scripting languages Deep knowledge of networking communication protocols in fix and mobile platforms Experience with statistical analysis software (sucha ls Weka R, Matlab, SAS, SPSS,...

    https://www.kdnuggets.com/jobs/13/05-22-swisscom-senior-software-engineer-big-data.html

  • What are the Challenges of the Analytics of Things?

    ...w intelligently we can transmit only necessary and meaningful data. It will result a clean analytics without processing junk data. Security challenge:Security and privacy of sensor generated data is very important. Specially, when this data is generated from sensitive devices fitted in confidential...

    https://www.kdnuggets.com/2016/05/aot-challenges-analytics-things.html

  • Bosch Research and Technology Center: Data Mining Engineer – Big Data Infrastructure

    ...n of standard machine learning or data mining algorithms. Knowledge of Linux OS system internals, storage concepts, & networking topologies & protocols is a necessity. Experience identifying performance bottlenecks w/network, I/O, OS, DBMS configuration. Experience with two or more of the...

    https://www.kdnuggets.com/jobs/14/07-25-bosch-data-mining-engineer-big-data-infrastructure.html

  • Ontotext: Creating Actionable Insights from Life Sciences and Healthcare Data, May 14

    ...ed and unstructured information. Understanding this data can be the key to faster diagnoses, new and improved therapies, and more effective treatment protocols. But data is often spread out across the enterprise requiring integration prior to analysis and discovery. Results must be contextualized...

    https://www.kdnuggets.com/2015/05/ontotext-actionable-insights-life-sciences-healthcare.html

  • Thinking About Analytics Readiness

    ...tive sponsor, and assigning a project champion. An important partner that was identified by panel member is the IT department, with a need to develop protocols unique to the implementation of the analytics technology. Part of the strategic readiness factor is also willingness to make investments in...

    https://www.kdnuggets.com/2016/06/thinking-domain-readiness.html

  • Game Theory Reveals the Future of Deep Learning">Gold BlogGame Theory Reveals the Future of Deep Learning

    ...tiple coordinating (or competing) cliques of DL systems. We actually already do see this now in the construction of adversarial networks. Adversarial networks consists of competing neural networks, a generator and discriminator, the former tries to generate fake images while the later tries to...

    https://www.kdnuggets.com/2016/12/game-theory-reveals-future-deep-learning.html

  • Bosch: Data Mining Engineer – Big Data Infrastructure

    ...n of standard machine learning or data mining algorithms. Knowledge of Linux OS system internals, storage concepts, & networking topologies & protocols is a necessity. Experience identifying performance bottlenecks w/network, I/O, OS, DBMS configuration. Experience with two or more of the...

    https://www.kdnuggets.com/jobs/14/04-17-bosch-data-mining-engineer-big-data-infrastructure.html

  • Siegel: Peril, Promise and the Price of Predictive technology

    ...technology is correct for a customer, her expectant status is now unwittingly in the hands of strangers, marketers who are not trained in the privacy protocols of the health-care industry. Should the marketing department of companies like Target be entrusted with such information? [Note: About 75%...

    https://www.kdnuggets.com/2013/03/siegel-peril-promise-price-predictive-technology.html

  • KDnuggets™ News 14:n09, Apr 16

    ...or New Customer Engagement - Apr 15, 2014. Develop and plan required analytic projects; work with data owners and managers to develop data models and protocols for mining production databases. JPMorgan Chase: Business Analyst for Customer Engagement Analytics - Apr 15, 2014. Capture the business...

    https://www.kdnuggets.com/2014/n09.html

  • Machine Learning Scientist

    ...a variety of unsupervised and supervised models, with a focus on learning systems that enhance expert decision making and complement existing rules, protocols and expertise Work with internal and external clients to identify areas where analytics and predictive modeling can help solve business...

    https://www.kdnuggets.com/jobs/13/04-15-accretivehealth-machine-learning-scientist.html

  • Data Mining Engineer – Big Data/HPC

    ...ompetence in theory & application of standard machine learning or data mining algorithms. Need Linux OS system internals, storage concepts, & networking topologies & protocols. Exp. identifying performance bottlenecks w/network, I/O, OS, DBMS configuration. Exp. w/2+ of the following:...

    https://www.kdnuggets.com/jobs/13/04-03-bosch-data-mining-engineer-big-data-hpc.html

  • New Speakers Announced for the European Machine Intelligence Summit & Machine Intelligence in Autonomous Vehicles Summit in Amsterdam, 28-29 June

    ...earcher in the Safety Research & Technical Affairs division at Toyota Motor Europe and is responsible for assessing the current and future safety protocols for ADAS and automated vehicles. He will explore the current safety concerns of automated vehicles (HAV; SAE level 3 and 4) and the...

    https://www.kdnuggets.com/2017/06/rework-european-machine-intelligence-autonomous-vehicles-summit.html

  • Poincare Conjecture, Perelman way, and Topology of social networks

    ...association with geometric flow measured by entropy, it pretty much gives you reach of that node and defines the virality of the given post in social network. This measures the gossip flow through social networks (See: Efficient Reconciliation and Flow Control for Anti-Entropy Protocols, Robbert...

    https://www.kdnuggets.com/2014/05/poincare-conjecture-perelman-topology-social-networks.html

  • Easy, One-Click Jupyter Notebooks

    ...u can then work within a Juptyer Notebook which is hosted on the server(s) specified by you and created by the system. All of the setup for software, networking, security, and libraries is automatically taken care of by the Saturn Cloud system. Data Scientists can then focus on the actual Data...

    https://www.kdnuggets.com/2019/07/easy-one-click-jupyter-notebooks.html

  • Five Command Line Tools for Data Science

    ...first thought and I wanted to share some of those here.   cURL   This is a useful tool for obtaining data from any server via a variety of protocols including HTTP. I’ll give a couple of example use cases for obtaining publically available data sets. The UCI Machine Learning Repository...

    https://www.kdnuggets.com/2019/07/five-command-line-tools-data-science.html

  • 6 Must See Deep Learning Experts at ODSC West 2019 – 20% Off Ends Friday

    ...wards, including a MacArthur Fellowship, a Guggenheim Fellowship, and the NSF CAREER Award to name just a few. Much of Song’s research has focused on security in computer systems and networks, particularly in the realms of software, distributed systems, applied cryptography, and blockchain. At ODSC...

    https://www.kdnuggets.com/2019/10/odsc-must-see-deep-learning-experts-discount-ends-friday.html

  • Simple Question Answering (QA) Systems That Use Text Similarity Detection in Python

    ...ur system will be enabled to accept grammatical mistakes and minor differences in the text. There are many ways to deploy approximate string matching protocols, but for our example, we will use one of the implementations of string metrics called Levenshtein distance. In this scenario, the distance...

    https://www.kdnuggets.com/2020/04/simple-question-answering-systems-text-similarity-python.html

  • Six Steps to Master Machine Learning with Data Preparation

    ...hat your data will aggregate correctly. Consistent data formatting takes away these errors so that the entire data set uses the same input formatting protocols.   Step 4: Improving data quality   Here, start by having a strategy for dealing with erroneous data, missing values, extreme...

    https://www.kdnuggets.com/2018/12/six-steps-master-machine-learning-data-preparation.html

  • How to Set Up a Free Data Science Environment on Google Cloud

    ...dynamic IP address to a static IP address.   Setting a static IP address   To change our instance's IP address to a static one, navigate to Networking > VPC network > External IP addresses in the Google Cloud Platform menu on the left-hand side. You can also jump to the page...

    https://www.kdnuggets.com/2018/08/set-up-free-data-science-environment-google-cloud.html

  • What Does GDPR Mean for Machine Learning?

    ...humans to do the work manually. Of course, through the implementation of modern automation and hands-off organization process, you’ll need to be sure security is top-notch. To that end, you’ll want a robust security solution, along with a host of protection, preventive and reactive solutions....

    https://www.kdnuggets.com/2018/04/gdpr-machine-learning.html

  • IoT on AWS: Machine Learning Models and Dashboards from Sensor Data

    ...velop a Python notebook that runs Ubuntu command line internally ('sensors'), collecting CPU temperature and is able to connect to AWS IoT via proper security protocols using MQTT. Without using a MQTT broker like Mosquitto. It is necessary to create a Thing at AWS IoT, get the Certificates, create...

    https://www.kdnuggets.com/2018/06/zimbres-iot-aws-machine-learning-dashboard.html

  • Data Lake – the evolution of data processing">Gold BlogData Lake – the evolution of data processing

    ...e later, when data is processed. Everybody with access to Data Lake will potentially have unrestricted access to raw data. We can introduce a trivial security system scheme, by enabling selective access to data partitions. This is a rather coarse-grained security, and it may, or may not, bring any...

    https://www.kdnuggets.com/2018/06/data-lake-evolution-data-processing.html

  • Outbreak Analytics: Data Science Strategies for a Novel Problem

    ...rtment to include people who are susceptible but choose self-quarantine. Both of these factors would vary in specific regions based on when isolation protocols were implemented. To further incorporate uncertainty into the model, the researchers used a Markov chain Monte Carlo (MCMC) algorithm....

    https://www.kdnuggets.com/2020/04/outbreak-analytics-data-science-novel-problem.html

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