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Anonymizing Collections of Tree Structured Data
 
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2015 IEEE Transaction on Knowledge and Data Engineering For More Details::Contact::K.Manjunath - 09535866270 http://www.tmksinfotech.com and http://www.bemtechprojects.com Bangalore - Karnataka
Views: 203 manju nath
Anonymizing Collections of Tree-Structured Data
 
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Anonymizing Collections of Tree-Structured Data
Anonymizing Collections of Tree Struct Data  Data Engg
 
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Anonymizing Collections of Tree-Structured Data IEEE projects 2015; IEEE
Views: 117 adyan hussain
Structured Learning from Heterogeneous Behavior for Social Identity Linkage
 
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Structured Learning from Heterogeneous Behavior for Social Identity Linkage
Aylin: De-anonymizing Programmers
 
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Last year I presented research showing how to de-anonymize programmers based on their coding style. This is of immediate concern to open source software developers who would like to remain anonymous. On the other hand, being able to de-anonymize programmers can help in forensic investigations, or in resolving plagiarism claims or copyright disputes. I will report on our new research findings in the past year. We were able to increase the scale and accuracy of our methods dramatically and can now handle 1,600 programmers, reaching 94% de-anonymization accuracy. In ongoing research, we are tackling the much harder problem of de-anonymizing programmers from binaries of compiled code. This can help identify the author of a suspicious executable file and can potentially aid malware forensics. We demonstrate the efficacy of our techniques using a dataset collected from GitHub. Aylin
Views: 1974 media.ccc.de
Structured Learning from Heterogeneous Behavior for Social Identity Linkage
 
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2015 IEEE Transaction on Knowledge and Data Engineering For More Details::Contact::K.Manjunath - 09535866270 http://www.tmksinfotech.com and http://www.bemtechprojects.com Bangalore - Karnataka
Views: 546 manju nath
A Supermodularity-Based Differential Privacy Preserving Algorithm for Data Anonymization
 
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To get this project in ONLINE or through TRAINING Sessions, Contact:JP INFOTECH, Old No.31, New No.86, 1st Floor, 1st Avenue, Ashok Pillar, Chennai -83. Landmark: Next to Kotak Mahendra Bank. Pondicherry Office: JP INFOTECH, #45, Kamaraj Salai, Thattanchavady, Puducherry -9. Landmark: Next to VVP Nagar Arch. Mobile: (0) 9952649690 , Email: [email protected], web: www.jpinfotech.org Blog: www.jpinfotech.blogspot.com A Supermodularity-Based Differential Privacy Preserving Algorithm for Data Anonymization in java Maximizing data usage and minimizing privacy risk are two conflicting goals. Organizations always apply a set of transformations on their data before releasing it. While determining the best set of transformations has been the focus of extensive work in the database community, most of this work suffered from one or both of the following major problems: scalability and privacy guarantee. Differential Privacy provides a theoretical formulation for privacy that ensures that the system essentially behaves the same way regardless of whether any individual is included in the database. In this paper, we address both scalability and privacy risk of data anonymization. We propose a scalable algorithm that meets differential privacy when applying a specific random sampling. The contribution of the paper is two-fold: 1) we propose a personalized anonymization technique based on an aggregate formulation and prove that it can be implemented in polynomial time; and 2) we show that combining the proposed aggregate formulation with specific sampling gives an anonymization algorithm that satisfies differential privacy. Our results rely heavily on exploring the supermodularity properties of the risk function, which allow us to employ techniques from convex optimization. Through experimental studies we compare our proposed algorithm with other anonymization schemes in terms of both time and privacy risk.
Views: 471 jpinfotechprojects
Anomaly Detection: Algorithms, Explanations, Applications
 
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Anomaly detection is important for data cleaning, cybersecurity, and robust AI systems. This talk will review recent work in our group on (a) benchmarking existing algorithms, (b) developing a theoretical understanding of their behavior, (c) explaining anomaly "alarms" to a data analyst, and (d) interactively re-ranking candidate anomalies in response to analyst feedback. Then the talk will describe two applications: (a) detecting and diagnosing sensor failures in weather networks and (b) open category detection in supervised learning. See more at https://www.microsoft.com/en-us/research/video/anomaly-detection-algorithms-explanations-applications/
Views: 20194 Microsoft Research
49 NS2 IEEE 2012   Fast Data Collection in Tree Based Wireless
 
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PG Embedded Systems #197 B, Surandai Road Pavoorchatram,Tenkasi Tirunelveli Tamil Nadu India 627 808 Tel:04633-251200 Mob:+91-98658-62045 General Information and Enquiries: [email protected] [email protected] PROJECTS FROM PG EMBEDDED SYSTEMS 2013 ieee projects, 2013 ieee java projects, 2013 ieee dotnet projects, 2013 ieee android projects, 2013 ieee matlab projects, 2013 ieee embedded projects, 2013 ieee robotics projects, 2013 IEEE EEE PROJECTS, 2013 IEEE POWER ELECTRONICS PROJECTS, ieee 2013 android projects, ieee 2013 java projects, ieee 2013 dotnet projects, 2013 ieee mtech projects, 2013 ieee btech projects, 2013 ieee be projects, ieee 2013 projects for cse, 2013 ieee cse projects, 2013 ieee it projects, 2013 ieee ece projects, 2013 ieee mca projects, 2013 ieee mphil projects, tirunelveli ieee projects, best project centre in tirunelveli, bulk ieee projects, pg embedded systems ieee projects, pg embedded systems ieee projects, latest ieee projects, ieee projects for mtech, ieee projects for btech, ieee projects for mphil, ieee projects for be, ieee projects, student projects, students ieee projects, ieee proejcts india, ms projects, bits pilani ms projects, uk ms projects, ms ieee projects, ieee android real time projects, 2013 mtech projects, 2013 mphil projects, 2013 ieee projects with source code, tirunelveli mtech projects, pg embedded systems ieee projects, ieee projects, 2013 ieee project source code, journal paper publication guidance, conference paper publication guidance, ieee project, free ieee project, ieee projects for students., 2013 ieee omnet++ projects, ieee 2013 oment++ project, innovative ieee projects, latest ieee projects, 2013 latest ieee projects, ieee cloud computing projects, 2013 ieee cloud computing projects, 2013 ieee networking projects, ieee networking projects, 2013 ieee data mining projects, ieee data mining projects, 2013 ieee network security projects, ieee network security projects, 2013 ieee image processing projects, ieee image processing projects, ieee parallel and distributed system projects, ieee information security projects, 2013 wireless networking projects ieee, 2013 ieee web service projects, 2013 ieee soa projects, ieee 2013 vlsi projects, NS2 PROJECTS,NS3 PROJECTS. DOWNLOAD IEEE PROJECTS: 2013 IEEE java projects,2013 ieee Project Titles, 2013 IEEE cse Project Titles, 2013 IEEE NS2 Project Titles, 2013 IEEE dotnet Project Titles. IEEE Software Project Titles, IEEE Embedded System Project Titles, IEEE JavaProject Titles, IEEE DotNET ... IEEE Projects 2013 - 2013 ... Image Processing. IEEE 2013 - 2013 Projects | IEEE Latest Projects 2013 - 2013 | IEEE ECE Projects2013 - 2013, matlab projects, vlsi projects, software projects, embedded. eee projects download, base paper for ieee projects, ieee projects list, ieee projectstitles, ieee projects for cse, ieee projects on networking,ieee projects. Image Processing ieee projects with source code, Image Processing ieee projectsfree download, Image Processing application projects free download. .NET Project Titles, 2013 IEEE C#, C Sharp Project Titles, 2013 IEEE EmbeddedProject Titles, 2013 IEEE NS2 Project Titles, 2013 IEEE Android Project Titles. 2013 IEEE PROJECTS, IEEE PROJECTS FOR CSE 2013, IEEE 2013 PROJECT TITLES, M.TECH. PROJECTS 2013, IEEE 2013 ME PROJECTS.
A Guide to DeepMind's StarCraft AI Environment
 
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I'm going to go through the steps necessary to install and run the StarCraft II Environment that DeepMind recently open-sourced! I'll discuss DeepMind's RL history, the configuration steps, and then we'll run a pre-trained Deep Q model at the end that will complete a mini-game. Code for this video: https://github.com/llSourcell/A-Guide-to-DeepMinds-StarCraft-AI-Environment Please Subscribe! And like. And comment. That's what keeps me going. Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology More learning resources: https://arxiv.org/abs/1708.04782 http://chris-chris.ai/2017/08/30/pysc2-tutorial1/ https://github.com/deepmind/pysc2 https://github.com/Blizzard/s2client-proto https://deepmind.com/blog/deepmind-and-blizzard-open-starcraft-ii-ai-research-environment/ http://pytorch.org/tutorials/intermediate/reinforcement_q_learning.html http://neuro.cs.ut.ee/demystifying-deep-reinforcement-learning/ https://blog.openai.com/openai-baselines-dqn/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/ Signup for my newsletter for exciting updates in the field of AI: https://goo.gl/FZzJ5w Hit the Join button above to sign up to become a member of my channel for access to exclusive content!
Views: 70990 Siraj Raval
Hash Tables and Hash Functions
 
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This video describes the fundamental principles of the hash table data structure which allows for very fast insertion and retrieval of data. It covers commonly used hash algorithms for numeric and alphanumeric keys and summarises the objectives of a good hash function. Collision resolution is described, including open addressing techniques such as linear and quadratic probing, and closed addressing techniques such as chaining with a linked list.
Views: 337677 Computer Science
Towards Optimized Fine Grained Pricing of IaaS Cloud Platform
 
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2015 IEEE Transaction on Cloud Computing For More Details::Contact::K.Manjunath - 09535866270 http://www.tmksinfotech.com and http://www.bemtechprojects.com Bangalore - Karnataka
Views: 165 manju nath
Keeping Track of  Qualitative Research Data using Excel
 
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This screen cast demonstrates the use of Microsoft Excel to organize information for qualitative research.
Views: 47119 tamuwritingcenter
Efficient Prediction of Difficult Keyword Queries over Databases
 
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To get this project in ONLINE or through TRAINING Sessions, Contact:JP INFOTECH, Old No.31, New No.86, 1st Floor, 1st Avenue, Ashok Pillar, Chennai -83. Landmark: Next to Kotak Mahendra Bank. Pondicherry Office: JP INFOTECH, #45, Kamaraj Salai, Thattanchavady, Puducherry -9. Landmark: Next to VVP Nagar Arch. Mobile: (0) 9952649690 , Email: [email protected], web: www.jpinfotech.org Blog: www.jpinfotech.blogspot.com Efficient Prediction of Difficult Keyword Queries over Databases Keyword queries on databases provide easy access to data, but often suffer from low ranking quality, i.e., low precision and/or recall, as shown in recent benchmarks. It would be useful to identify queries that are likely to have low ranking quality to improve the user satisfaction. For instance, the system may suggest to the user alternative queries for such hard queries. In this paper, we analyze the characteristics of hard queries and propose a novel framework to measure the degree of difficulty for a keyword query over a database, considering both the structure and the content of the database and the query results. We evaluate our query difficulty prediction model against two effectiveness benchmarks for popular keyword search ranking methods. Our empirical results show that our model predicts the hard queries with high accuracy. Further, we present a suite of optimizations to minimize the incurred time overhead.
Views: 613 jpinfotechprojects
k Nearest Neighbor Classification over Semantically Secure Encrypted Relational Data
 
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2015 IEEE Transaction on Knowledge and Data Engineering For More Details::Contact::K.Manjunath - 09535866270 http://www.tmksinfotech.com and http://www.bemtechprojects.com Bangalore - Karnataka
Views: 923 manju nath
Learn Data Science Tutorial - Full Course for Beginners
 
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Learn Data Science is this full tutorial course for absolute beginners. Data science is considered the "sexiest job of the 21st century." You'll learn the important elements of data science. You'll be introduced to the principles, practices, and tools that make data science the powerful medium for critical insight in business and research. You'll have a solid foundation for future learning and applications in your work. With data science, you can do what you want to do, and do it better. This course covers the foundations of data science, data sourcing, coding, mathematics, and statistics. 💻 Course created by Barton Poulson from datalab.cc. 🔗 Check out the datalab.cc YouTube channel: https://www.youtube.com/user/datalabcc 🔗 Watch more free data science courses at http://datalab.cc/ ⭐️ Course Contents ⭐️ ⌨️ Part 1: Data Science: An Introduction: Foundations of Data Science - Welcome (1.1) - Demand for Data Science (2.1) - The Data Science Venn Diagram (2.2) - The Data Science Pathway (2.3) - Roles in Data Science (2.4) - Teams in Data Science (2.5) - Big Data (3.1) - Coding (3.2) - Statistics (3.3) - Business Intelligence (3.4) - Do No Harm (4.1) - Methods Overview (5.1) - Sourcing Overview (5.2) - Coding Overview (5.3) - Math Overview (5.4) - Statistics Overview (5.5) - Machine Learning Overview (5.6) - Interpretability (6.1) - Actionable Insights (6.2) - Presentation Graphics (6.3) - Reproducible Research (6.4) - Next Steps (7.1) ⌨️ Part 2: Data Sourcing: Foundations of Data Science (1:39:46) - Welcome (1.1) - Metrics (2.1) - Accuracy (2.2) - Social Context of Measurement (2.3) - Existing Data (3.1) - APIs (3.2) - Scraping (3.3) - New Data (4.1) - Interviews (4.2) - Surveys (4.3) - Card Sorting (4.4) - Lab Experiments (4.5) - A/B Testing (4.6) - Next Steps (5.1) ⌨️ Part 3: Coding (2:32:42) - Welcome (1.1) - Spreadsheets (2.1) - Tableau Public (2.2) - SPSS (2.3) - JASP (2.4) - Other Software (2.5) - HTML (3.1) - XML (3.2) - JSON (3.3) - R (4.1) - Python (4.2) - SQL (4.3) - C, C++, & Java (4.4) - Bash (4.5) - Regex (5.1) - Next Steps (6.1) ⌨️ Part 4: Mathematics (4:01:09) - Welcome (1.1) - Elementary Algebra (2.1) - Linear Algebra (2.2) - Systems of Linear Equations (2.3) - Calculus (2.4) - Calculus & Optimization (2.5) - Big O (3.1) - Probability (3.2) ⌨️ Part 5: Statistics (4:44:03) - Welcome (1.1) - Exploration Overview (2.1) - Exploratory Graphics (2.2) - Exploratory Statistics (2.3) - Descriptive Statistics (2.4) - Inferential Statistics (3.1) - Hypothesis Testing (3.2) - Estimation (3.3) - Estimators (4.1) - Measures of Fit (4.2) - Feature Selection (4.3) - Problems in Modeling (4.4) - Model Validation (4.5) - DIY (4.6) - Next Step (5.1) -- Learn to code for free and get a developer job: https://www.freecodecamp.org Read hundreds of articles on programming: https://www.freecodecamp.org/news And subscribe for new videos on technology every day: https://youtube.com/subscription_center?add_user=freecodecamp
Views: 169691 freeCodeCamp.org
Bitcoin Q&A: What is Segregated Witness?
 
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What is Segregated Witness (SegWit)? How do you know you’re using SegWit? SegWit fixes transaction malleability and enables further upgrades towards Bitcoin smart contracts. Can transaction malleability lead to denial-of-service (DoS) attacks? Does SegWit put witness data in a different block? Did SegWit change transaction validation? versus? Are there any security risks of invalid blocks? CORRECTION: At ~2:07, I stated the incorrect BIP number for the Bech32 address format, which should be BIP173. BIP176 is about "bits" denomination. https://github.com/bitcoin/bips/blob/master/bip-0173.mediawiki More on SegWit: https://bitcoincore.org/en/2016/01/26/segwit-benefits/ These questions are from the MOOC 9.3 and 9.5 sessions which took place on March 2nd and March 16th, 2018 respectively. Andreas is a teaching fellow with the University of Nicosia. The first course in their Master of Science in Digital Currency degree, DFIN-511: Introduction to Digital Currencies, is offered for free as an open enrollment MOOC course to anyone interested in learning about the fundamental principles. If you want early-access to talks and a chance to participate in the monthly live Q&As with Andreas, become a patron: https://www.patreon.com/aantonop RELATED: The Lightning Network - https://www.youtube.com/playlist?list=PLPQwGV1aLnTurL4wU_y3jOhBi9rrpsYyi SegWit adoption - https://youtu.be/KCsTVTRk6I4 Advanced Bitcoin Scripting Part 1: Transactions and Multi-sig - https://youtu.be/8FeAXjkmDcQ Advanced Bitcoin Scripting Part 2: SegWit, Consensus, and Trustware - https://youtu.be/pQbeBduVQ4I How do I choose a wallet? - https://youtu.be/tN6b62sEpsY Hot vs. cold wallets - https://youtu.be/Aji_E9sw0AE SegWit adoption - https://youtu.be/KCsTVTRk6I4 Secure, tiered storage system - https://youtu.be/uYIVuZgN95M Decentralised exchanges and counterparty risk - https://youtu.be/hi_jaw0dT9M Decentralised exchanges with fiat - https://youtu.be/3Url8tbQEkA How do I secure my bitcoin? - https://youtu.be/vt-zXEsJ61U How do mnemonic seeds work? - https://youtu.be/wWCIQFNf_8g HODLing and the "get free" scheme - https://youtu.be/MhOwmsW1YNI How to get people to care about security - https://youtu.be/Ji1lS9NMz1E Bitcoin as everyday currency - https://youtu.be/xYvvSV4mjH0 Irreversibility and consumer protection - https://youtu.be/R107YWu5XzU Hyperbitcoinization - https://youtu.be/AB5MU5fXKfo Job opportunities with cryptocurrencies - https://youtu.be/89_p4pDlQtI How long until mainstream adoption? - https://youtu.be/y3cKBDBabtA What is the biggest adoption hurdle? - https://youtu.be/jHgyHF3F2TI Andreas M. Antonopoulos is a technologist and serial entrepreneur who has become one of the most well-known and respected figures in bitcoin. Follow on Twitter: @aantonop https://twitter.com/aantonop Website: https://antonopoulos.com/ He is the author of two books: “Mastering Bitcoin,” published by O’Reilly Media and considered the best technical guide to bitcoin; “The Internet of Money,” a book about why bitcoin matters. THE INTERNET OF MONEY, v1: https://www.amazon.co.uk/Internet-Money-collection-Andreas-Antonopoulos/dp/1537000454/ref=asap_bc?ie=UTF8 [NEW] THE INTERNET OF MONEY, v2: https://www.amazon.com/Internet-Money-Andreas-M-Antonopoulos/dp/194791006X/ref=asap_bc?ie=UTF8 MASTERING BITCOIN: https://www.amazon.co.uk/Mastering-Bitcoin-Unlocking-Digital-Cryptocurrencies/dp/1449374042 [NEW] MASTERING BITCOIN, 2nd Edition: https://www.amazon.com/Mastering-Bitcoin-Programming-Open-Blockchain/dp/1491954388 Subscribe to the channel to learn more about Bitcoin & open blockchains! Music: "Unbounded" by Orfan (https://www.facebook.com/Orfan/) Outro Graphics: Phneep (http://www.phneep.com/) Outro Art: Rock Barcellos (http://www.rockincomics.com.br/)
Views: 13650 aantonop
Then and Now: On The Maturity of the Cybercrime Markets
 
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Then and Now: On The Maturity of the Cybercrime Markets
Twitter API with Python: Part 3 -- Analyzing Tweet Data
 
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In this video, we will continue with our use of the Tweepy Python module and the code that we wrote. The goal of this video will be to do some very cursory analysis on the tweets that we are able to extract. In order to do so, we will be making use of the numpy and pandas modules in Python. Specifically, we will be storing the tweet data in a pandas data frame for further analysis and organization. Relevant Links: Part 1: https://www.youtube.com/watch?v=wlnx-7cm4Gg Part 2: https://www.youtube.com/watch?v=rhBZqEWsZU4 Part 3: https://www.youtube.com/watch?v=WX0MDddgpA4 Part 4: https://www.youtube.com/watch?v=w9tAoscq3C4 Part 5: https://www.youtube.com/watch?v=pdnTPUFF4gA Tweepy Website: http://www.tweepy.org/ Cursor Docs: http://docs.tweepy.org/en/v3.5.0/cursor_tutorial.html API Reference: http://docs.tweepy.org/en/v3.5.0/api.html GitHub Code for this Video: https://github.com/vprusso/youtube_tutorials/tree/master/twitter_python/part_3_analyzing_tweet_data My Website: vprusso.github.io Do you like the development environment I'm using in this video? It's a customized version of vim that's enhanced for Python development. If you want to see how I set up my vim, I have a series on this here: http://bit.ly/lp_vim If you've found this video helpful and want to stay up-to-date with the latest videos posted on this channel, please subscribe: http://bit.ly/lp_subscribe
Views: 10723 LucidProgramming
NATERGM A Model for Examining the Role of Nodal Attributes in Dynamic Social Media Networks
 
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2016 IEEE Transaction on Knowledge and Data Engineering For More Details::Contact::K.Manjunath - 09535866270 http://www.tmksinfotech.com and http://www.bemtechprojects.com 2016 IEEE Projects @ TMKS Infotech
Views: 362 manju nath
Factorization Machines, Visual Analytics, and Personalized Marketing
 
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Competition in customer experience management has never been as challenging as it is now. Customers spend more money in aggregate, but less per brand. The average size of a single purchase has decreased, partly because competitive offers are just one click away. Predicting offer relevance to potential (and existing) customers plays a key role in segmentation strategies, increasing macro- and micro-conversion rates, and the average order size. This session (and the associated white paper) covers the following topics: factorization machines and how they support personalized marketing; how SAS® Visual Data Mining and Machine Learning with SAS® Customer Intelligence 360 support building and deploying factorization machines with digital experiences; and a step-by-step demonstration and business use case for the sas.com bookstore. Presenter: Suneel Grover is an Advisory Solutions Architect supporting digital intelligence, marketing analytics and multi-channel marketing at SAS. By providing client-facing services for SAS in the areas of predictive analytics, digital analytics, visualization and data-driven integrated marketing, Grover provides technical consulting support in industry verticals such as media, entertainment, hospitality, communications, and sports. In addition to his role at SAS, Grover is a professorial lecturer at The George Washington University (GWU) in Washington DC, teaching in the Masters of Science in Business Analytics graduate program within the School of Business and Decision Science. Grover has an MBA in Marketing Research & Decision Science from The George Washington University (GWU), and an MS in Integrated Marketing Analytics from New York University (NYU). Presentation Outline 00:15 – The Romance of Being Digital – Why? 01:50 – The Reality of Customer Experiences – Content Shock & Micro-Moments 03:38 – Do Brands Need to Adapt? – To Capture The Attention Of Consumers 04:50 – Every Brand Offers A Digital Experience – Recommendation Systems Play A Role 05:35 – SAS Communities Example 07:25 – Analytically-Driven Marketing – Various Flavors 09:58 – Measuring Consumer Interest In Products & Services – Recommendation Systems Require More Than Just Statistical Models 11:25 – Before You Do Analysis – You Need Data 13:20 – There Are A Few Challenges – Every Recommendation System Must Overcome 17:17 – Factorization Machines – Algorithmic Firepower For Personalized Marketing 18:23 – SAS Customer Intelligence 360 and SAS Viya – An End-To-End Solution 20:48 – SAS Customer Intelligence 360 and SAS Viya – The Bridge For Machine Learning Within Marketing 21:45 – Factorization Machines, Visual Analytics, and Personalized Marketing – Show Me The Demo View White Paper and Full Demo Factorization Machines, Visual Analytics, and Personalized Marketing – https://www.sas.com/content/dam/SAS/support/en/sas-global-forum-proceedings/2019/3087-2019.pdf SAS Customer Intelligence 360 Meets SAS Viya: Show me the demo (full demo) – https://blogs.sas.com/content/customeranalytics/2019/03/28/sas-customer-intelligence-360-meets-sas-viya-show-me-the-demo/ For additional content from SAS Global Forum 2019, visit https://www.sas.com/en_us/events/sas-global-forum/virtual.html Learn More about SAS Software SAS® Customer Intelligence 360 – https://support.sas.com/en/software/customer-intelligence-360.html SAS Viya – https://www.sas.com/en_us/software/viya.html SAS® Visual Data Mining and Machine Learning – https://www.sas.com/en_us/software/visual-data-mining-machine-learning.html SAS® Intelligent Decisioning – https://www.sas.com/en_us/software/intelligent-decisioning.html SUBSCRIBE TO THE SAS USERS YOUTUBE CHANNEL https://www.youtube.com/channel/UCWOfmTlbeesYiDJNflqsWQA?sub_confirmation=1 ABOUT SAS SAS is a trusted analytics powerhouse for organizations seeking immediate value from their data. A deep bench of analytics solutions and broad industry knowledge keep our customers coming back and feeling confident. With SAS®, you can discover insights from your data and make sense of it all. Identify what’s working and fix what isn’t. Make more intelligent decisions. And drive relevant change. CONNECT WITH SAS SAS ► http://www.sas.com SAS Customer Support ► http://support.sas.com SAS Communities ► http://communities.sas.com Facebook ► https://www.facebook.com/SASsoftware Twitter ► https://www.twitter.com/SASsoftware LinkedIn ► http://www.linkedin.com/company/sas Blogs ► http://blogs.sas.com RSS ►http://www.sas.com/rss
Views: 257 SAS Users
Towards Effective Bug Triage with Software Data Reduction Techniques
 
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ChennaiSunday Systems Pvt.Ltd We are ready to provide guidance to successfully complete your projects and also download the abstract, base paper from our website IEEE 2014 Java Projects: http://www.chennaisunday.com/projectsNew.php?id=1&catName=IEEE_2014-2015_Java_Projects IEEE 2014 Dotnet Projects: http://www.chennaisunday.com/projectsNew.php?id=20&catName=IEEE_2014-2015_DotNet_Projects Output Videos: https://www.youtube.com/channel/UCCpF34pmRlZbAsbkareU8_g/videos IEEE 2013 Java Projects: http://www.chennaisunday.com/projectsNew.php?id=2&catName=IEEE_2013-2014_Java_Projects IEEE 2013 Dotnet Projects: http://www.chennaisunday.com/projectsNew.php?id=3&catName=IEEE_2013-2014_Dotnet_Projects Output Videos: https://www.youtube.com/channel/UCpo4sL0gR8MFTOwGBCDqeFQ/videos IEEE 2012 Java Projects: http://www.chennaisunday.com/projectsNew.php?id=26&catName=IEEE_2012-2013_Java_Projects Output Videos: https://www.youtube.com/user/siva6351/videos IEEE 2012 Dotnet Projects: http://www.chennaisunday.com/projectsNew.php?id=28&catName=IEEE_2012-2013_Dotnet_Projects Output Videos: https://www.youtube.com/channel/UC4nV8PIFppB4r2wF5N4ipqA/videos IEEE 2011 Java Projects: http://chennaisunday.com/projectsNew.php?id=29&catName=IEEE_2011-2012_Java_Project IEEE 2011 Dotnet Projects: http://chennaisunday.com/projectsNew.php?id=33&catName=IEEE_2011-2012_Dotnet_Projects Output Videos: https://www.youtube.com/channel/UCtmBGO0q5XZ5UsMW0oDhZ-A/videos IEEE PHP Projects: http://www.chennaisunday.com/projectsNew.php?id=41&catName=IEEE_PHP_Projects Output Videos: https://www.youtube.com/user/siva6351/videos Java Application Projects: http://www.chennaisunday.com/projectsNew.php?id=34&catName=Java_Application_Projects Output Videos: https://www.youtube.com/channel/UCPqHN-x10SazValUi9Konlg/videos Dotnet Application Projects: http://www.chennaisunday.com/projectsNew.php?id=35&catName=Dotnet_Application_Projects Output Videos: https://www.youtube.com/channel/UCMTKwKCCJvpErttDqCuG1jA/videos Android Application Projects: http://www.chennaisunday.com/projectsNew.php?id=36&catName=Android_Application_Projects PHP Application Projects: http://www.chennaisunday.com/projectsNew.php?id=37&catName=PHP_Application_Projects Struts Application Projects: http://www.chennaisunday.com/projectsNew.php?id=38&catName=Struts_Application_Projects Java Mini Projects: http://www.chennaisunday.com/projectsNew.php?id=39&catName=Java_Mini_Projects Dotnet Mini Projects: http://www.chennaisunday.com/projectsNew.php?id=40&catName=Dotnet_Mini_Projects -- *Contact * * P.Sivakumar MCA Director Chennai Sunday Systems Pvt Ltd Phone No: 09566137117 No: 1,15th Street Vel Flats Ashok Nagar Chennai-83 Landmark R3 Police Station Signal (Via 19th Street) URL: www.chennaisunday.com Map View: http://chennaisunday.com/locationmap.php
SPARSITY LEARNING FORMULATIONS FOR MINING TIME VARYING DATA
 
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Gagner Technologies offers M.E projects based on IEEE 2015 . M.Phil Research projects,Final Year Projects, M.E projects 2015-2016, mini projects 2015-2016, Real Time Projects, Final Year Projects for BE ECE, CSE, IT, MCA, B TECH, ME, M SC (IT), BCA, BSC CSE, IT IEEE 2014 Projects in Data Mining, Distributed System, Mobile Computing, Networks, Networking. IEEE2015-2016 projects. Final Year Projects at Chennai, IEEE Software Projects, Engineering Projects, MCA projects, BE projects, JAVA projects, J2EE projects, .NET projects, Students projects, Final Year Student Projects, IEEE Projects 2015-2016, Real Time Projects, Final Year Projects for BE ECE, CSE, IT, MCA, B TECH, ME, M SC (IT), BCA, BSC CSE, IT,software Engineering,NS2 projects,Mechanical Projects,VLSI projects,Matlab Projects For more details contact below Address No 1,South Dhandapani street(opposite to T.Nagar Bus Stand),T.Nagar,chennai-17 call:8680939422,9962221452 Mail to:[email protected]
An Exploration of Geographic Authentication Schemes
 
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An Exploration of Geographic Authentication Schemes
Online Intrusion Alert Aggregation with Generative Data Stream Modeling - PASS IEEE2011 Projects
 
07:19
Ph: 0452 4243340; Mobile: 9840992340; http://pandianss.com Pandian Systems and Solutions Pvt Ltd 56 East Veli Street, Madurai, Tamil Nadu, India E-Mail: [email protected], [email protected]
Views: 1478 pass pandian
Amy Webb | SXSW 2019
 
01:00:45
2019 Emerging Tech Trends Report You’ve undoubtedly studied trends within your own industry, but how can you prepare yourself and your business for what’s next in a world of continuous disruption? In order to see the future of one technology, you must look at the interconnected future of many technologies. In this provocative session, futurist Amy Webb, professor at NYU Stern School of Business and founder of the Future Today Institute, will release her 12th annual Tech Trends Report, which has now garnered more than 7.5 million cumulative views. She’ll provide a data-driven analysis for the emerging tech trends that need to be on your radar in 2019––and she’ll draw on those trends to show you scenarios for the future of business, governing and society. About SXSW: SXSW dedicates itself to helping creative people achieve their goals. Founded in 1987, SXSW is best known for its conference and festivals that celebrate the convergence of the interactive, film, and music industries. An essential destination for global professionals, the event features sessions, showcases, screenings, exhibitions, and a variety of networking opportunities. SXSW proves that the most unexpected discoveries happen when diverse topics and people come together. SXSW 2019 takes place every March in Austin, Texas. Subscribe: http://www.youtube.com/user/sxsw?sub_confirmation=1 Connect with SXSW: Website: https://www.sxsw.com Facebook: https://www.facebook.com/SXSWFestival/ Twitter: https://twitter.com/sxsw Instagram: https://www.instagram.com/sxsw/ YouTube: https://www.youtube.com/sxsw
Views: 18472 SXSW
Bitcoin 101 - What is Bitcoin?
 
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This is the definitive introduction to Bitcoin. Without diving too deep into the code, James brings you to understand why Bitcoin works and why it has such power. This video is the result of a talk we did at Harvard University in April 2014 for Bitcoin beginners. Many of them mentioned that this talk helped them to finally understood the basic idea and we hope it works for you too. Even better, it is a story, covering the failures and difficulties of creating a digital currency, so for non-techies it is more accesible as well. For the original slides to this presentation, click here http://www.slideshare.net/jamesdangelo9883/bitcoin-101-bitcoin-for-beginners-by-world-bitcoin-network Welcome to WBN's Bitcoin 101 Blackboard Series -- a full beginner to expert course in Bitcoin, hosted by James D'Angelo. Please like, subscribe, comment or even drop a little jangly in our bitcoin tip jar Our address... https://blockchain.info/address/1javsf8GNsudLaDue3dXkKzjtGM8NagQe Thanks, WBN
Views: 91895 CRI
World of Dinosaurs - National Geographic Documentary HD
 
01:30:34
Most people think of dinosaurs as big, ferocious and extinct reptiles. That's largely true, but there are some misconceptions. Dinosaurs came in all shapes and sizes. Dinosaurs were the largest land animals of all time, but a great number of dinosaurs were smaller than a turkey. Dinosaurs first appeared between 247 and 240 million years ago. They ruled the Earth for about 175 million years until an extinction event 65.5 million years ago wiped out all of them, except for the avian dinosaurs. Scientists don't agree entirely on what happened, but the extinction likely was a double or triple whammy involving an asteroid impact, choking chemicals from erupting volcanoes, climate change and possibly other factors. Flying on Only the big, classic dinosaurs are extinct. Birds are living dinosaurs, most experts believe. Think of that next time a pigeon strafes you. Fossils show that some of the more advanced dinosaurs had feathers or feather-like body covering, but many of them didn't fly and probably didn't even glide. Archaeopteryx, which was for a long time considered to be the first bird (although this status is not certain), could likely launch itself from the ground, but probably couldn't fly far, according to unpublished research presented at the 2016 Society of Vertebrate Paleontology meeting in Salt Lake City, Utah. Instead, feathers, likely helped these bird-like dinosaurs stay warm as juveniles or send signals to other individuals. Many people think extinct flying reptiles called pterosaurs were dinosaurs. They were dinosaurs' closest relatives, but technically not dinosaurs. Pterosaurs had hollow bones, relatively large brains and eyes, and, of course, the flaps of skin extending along their arms, which were attached to the digits on their front hands. The family includes Pterodactyls, with elaborate, bony head crests and lack of teeth. Pterosaurs survived up until the mass die-off 65 million years ago, when they were going the way of the dodo along with marine reptiles and other nonavian dinosaurs. Hip check Dinosaur fossils were first recognized in the 19th century. In 1842, paleontologist Richard Owen coined the term dinosaur, derived from the Greek deinos, meaning "terrible" or "fearfully great," and sauros, meaning "lizard" or reptile." Scientists classify dinosaurs into two orders — Saurischians and Ornithischians— based on the structure of the bones in their hips. (This saurischian and ornithischian grouping is now disputed. See the "Family tree update" section below to learn more.) Most of the well-known dinosaurs — including Tyrannosaurus rex, Deinonychus and Velociraptor — fall into the order known as Saurischian dinosaurs (pronounced sor-ISK-ee-en). These "reptile-hipped" dinosaurs have a pelvis that points forward, similar to more primitive animals. They are often long-necked, have large and sharp teeth, long second fingers, and a first finger that points strongly away from the rest of the fingers. Saurischians are divided into two groups – four legged herbivores called sauropods and two-legged carnivores called theropods (living birds are in the theropod lineage). Theropods walked on two legs and were carnivorous. "Theropod" means "beast-footed" and they are some of the fearsome and most recognizable dinosaurs — including Allosaurus and T. rex. Scientists have wondered whether large theropods — such as Giganotosaurus and Spinosaurus — actively hunted their prey, or simply scavenged carcasses. The evidence points to the animals working together as opportunistic hunters: they would bring down prey, but also eat animals that were lying around. When fossil-hunters found bones with bite marks on them, they wondered if theropods engaged in cannibalism. It appears now that the animals may have scavenged their own kind, but they didn't hunt down their own. Sauropods were herbivores with long heads, long necks, and long tails. They were among the largest land animals ever, but they likely had small brains. The gentle giants like leaf-eating Apatosaurus, Brachiosaurus and Diplodocus are part of this family. Ornithischia Ornithischian (pronounced or-neh-THISK-ee-en) dinosaurs, a group that includes horned and frilled Triceratops, spiked Stegosaurus and armored Ankylosaurus, are more mild-mannered, plant eaters. These dinosaurs were beaked herbivores. Smaller than the sauropods, the Ornithischia (meaning "bird-hipped") often lived in herds and were prey to the larger species of dinosaurs. Interestingly, the Ornithischia shifted from a two-legged to a four-legged posture at least three times in their evolutionary history and scientists think they could adopt both postures early in their evolutionary history.
Views: 603125 ADVEXON TV
SUBGRAPH MATCHING WITH SET SIMILARITY IN A LARGE GRAPH DATABASE
 
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SUBGRAPH MATCHING WITH SET SIMILARITY IN A LARGE GRAPH DATABASE
Expert Discovery and Interactions in Mixed Service-Oriented Systems
 
08:15
Chennai Sunday Systems Pvt.Ltd We are ready to provide guidance to successfully complete your projects and also download the abstract, base paper from our website IEEE 2012 Java: http://www.chennaisunday.com/ieee-2012-java-projects.html IEEE 2012 Dot Net: http://www.chennaisunday.com/ieee-2012-projects.html IEEE 2011 JAVA: http://www.chennaisunday.com/ieee-2011-java-projects.html IEEE 2011 DOT NET: http://www.chennaisunday.com/ieee-2011-projects.html IEEE 2010 JAVA: http://www.chennaisunday.com/ieee-2010-java-projects.html IEEE 2010 DOT NET: http://www.chennaisunday.com/ieee-2010-dotnet-projects.html Real Time APPLICATION: http://www.chennaisunday.com/softwareprojects.html Contact: 9566137117/ 044-42046569 -- *Contact * * P.Sivakumar MCA Director ChennaiSunday Systems Pvt Ltd Phone No: 09566137117 New No.82, 3rd Floor, Arcot Road, Kodambakkam, Chennai - 600 024. URL: www.chennaisunday.com Location: http://www.chennaisunday.com/mapview.html
Views: 115 Yasodha Shanmugam
An introduction to Dart, the structured web programming platform
 
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Learn more about Dart at http://www.dartlang.org Seth Ladd presents Dart, the open source web programming platform. In this video, Seth gives an overview of the philosophy and motivation of the language, reviews some of the interesting new language features like optional static types and isolates, and gives a demo of the editor. Special thanks to http://www.carbonfive.com for recording the video, and for the invitation.
Views: 16798 Google Developers
Zeitgeist: Moving Forward  #DocumentaryFilms spread
 
02:41:26
Zeitgeist: Moving Forward, by director Peter Joseph, is a feature length documentary work which will present a case for a needed transition out of the current socioeconomic monetary paradigm which governs the entire world society. zeitgeist moving forward, watch zeitgeist moving forward online, zeitgeist 3, moving forward, zeitgeist 3 moving forward, zeitgeist moving forward release date, 3rd zeitgeist film, download zeitgeist moving forward, film, documentary, watch online, zeitgeist information, zeitgeist movies This subject matter will transcend the issues of cultural relativism and traditional ideology and move to relate the core, empirical "life ground" attributes of human and social survival, extrapolating those immutable natural laws into a new sustainable social paradigm called a "Resource-Based Economy". Website: http://www.zeitgeistmovingforward.com http://www.zeitgeistmovie.com http://shortempire.com Release Map: http://zeitgeistmovingforward.com/zmap $5 DVD: http://zeitgeistmovingforward.com/dvd Movement: http://www.thezeitgeistmovement.com guru methismacs forward minions money moving petrutek video youtube zeitgeist http://methismacs.blogspot.com it's coffe time Insurance, Loans, Mortgage, Attorney, Credit, Lawyer, Donate, Degree, Hosting, Claim, Christmas, Methismacs http://methismacs.blogspot.it xxxxxxxxxxxxxxxxxxxxxxxxxxxxxx Enjoy & stay connected with us! ► Subscribe to T-Series: http://bit.ly/TSeriesYouTube ► Like us on Facebook: https://www.facebook.com/tseriesmusic ► Follow us on Twitter: https://twitter.com/tseries ► Follow us on Instagram: http://bit.ly/InstagramTseries
Views: 781483 MethisMacs
BIG DATA: How biological data science can improve our health, foods & energy - June 18, 2014
 
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Given by Assistant Professor Michael Schatz, Ph.D. We are in the middle of an incredible transition in biology, driven by the rapidly improved throughput and falling costs of DNA sequencing. These technologies are used, among many other applications, for studying the genetic components of Cancer, Autism and other complex diseases, and to probe the natural world to develop more Robust Crops and Biofuels. The scope of these projects was almost unthinkable ten years ago. But when it comes to genome sequencing, the future is here as costs continue to plummet and capacity climbs.
Wenco Webinar Series - Unlocking Hidden Value in Mine Operations Data
 
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Join Wenco subject matter experts Simran Walia, Eric Winsborrow, and Jason Clarke, and Murray O'Keefe of Maules Creek mine, as they discuss Unlocking Hidden Value in Mine Operations Data.
Views: 410 Wencomine
Eleventh Annual Sentinel Initiative Public Workshop
 
07:37:41
The Sentinel Initiative was launched in response to the Food and Drug Administration Amendments Act of 2007 (FDAAA) and is comprised of several components including the Sentinel System, the Active Risk Identification and Analysis System, the Biologics Effectiveness and Safety System (BEST IDIQ #1, BEST IDIQ #2) and FDA Catalyst. The Food and Drug Administration (FDA) is committed to facilitating stakeholder engagement on approaches to modernize the Sentinel Initiative’s capabilities. The Annual Public Workshop is a gathering of the Sentinel community and leading experts to share recent developments within the Sentinel Initiative, provide training on Sentinel System’s tools and data infrastructure, and promote engagement and collaboration with patients, industry, academia, and consumers. This year marks the Eleventh Annual Sentinel Initiative Public Workshop and will be a two-day event. Please note that there are separate registrations for each day of the meeting and there are two different locations for Days 1 and 2.
Views: 1307 Duke Margolis
Hans-Hermann Hoppe - Democracy: The God That Failed - Audiobook (Google WaveNet Voice)
 
11:26:46
The core of this book is a systematic treatment of the historic transformation of the West from monarchy to democracy. Source: http://www.hanshoppe.com/publications/#democracy (PDF available) Information about the book: https://mises.org/library/introduction-democracy-god-failed Music at the Beginning: Bass Walker - Film Noir Kevin MacLeod Jazz & Blues | Funky You're free to use this song and monetise your video, but you must include the following in your video description: Bass Walker - Film Noir by Kevin MacLeod is licensed under a Creative Commons Attribution licence (https://creativecommons.org/licenses/by/4.0/) Source: http://incompetech.com/music/royalty-free/index.html?isrc=USUAN1200071 Artist: http://incompetech.com/ Music at the end: Sunday Stroll by Huma-Huma
Views: 4747 Philosophy Workout 2
Day two of Brett Kavanaugh’s Supreme Court confirmation hearing
 
11:54:58
The Washington Post brings you live coverage and analysis of day two of Supreme Court nominee Brett Kavanaugh’s confirmation hearing. Read more: https://wapo.st/2Q75ubx. Subscribe to The Washington Post on YouTube: http://bit.ly/2qiJ4dy Follow us: Twitter: https://twitter.com/washingtonpost Instagram: https://www.instagram.com/washingtonpost/ Facebook: https://www.facebook.com/washingtonpost/
Views: 398471 Washington Post
This week in Bitcoin- 2-22-2019- Simon Dixon!
 
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Tel Aviv, Israel- Simon Dixon is an encyclopedia of Bitcoin knowledge so he makes up the entire panel for this week's show! Block size and supply FUD? Big names talk BTC. Crypto in the realm of socialism. Samsung important? Lightning Network and much more! BnkToTheFuture- https://twitter.com/BankToTheFuture Simon Dixon- https://twitter.com/SimonDixonTwitt Samsung- https://twitter.com/matt_odell/status/1098652291043872768 Tippin- https://twitter.com/tippin_me Support the BitcoinMeister on BitBacker- https://bitbacker.io/user/bitcoinmeister/ TechBalt.com has every This Week In Bitcoin show! Thursday's show- https://www.youtube.com/watch?v=VJsQaNGC718 Wednesday's show- https://www.youtube.com/watch?v=yHbOtPHIeYw Tuesday's show- https://www.youtube.com/watch?v=qvUtLZgVvBM Monday's show- https://www.youtube.com/watch?v=wFlSGSBJBnc Sunday's show- https://www.youtube.com/watch?v=B8pGYGAugwk Saturday's show- https://www.youtube.com/watch?v=bMc_xmPCQ3o Friday's show- https://www.youtube.com/watch?v=mrhj3i5Nc7c Thursday's show- https://www.youtube.com/watch?v=Nvgau-EiOBk #Bitcoin people you need to know- https://www.youtube.com/watch?v=YuWlWnJqHn4 Email the Disrupt Meister intern- [email protected] & tell us why you want to be an intern! -------------------------------------------------------------------------------------- Get anonymous VPN and PROXY at Torguard! https://torguard.net/aff.php?aff=3899 CryptoHWwallet affiliate link- https://www.cryptohwwallet.com?acc=a87ff679a2f3e71d9181a67b7542122c Shirts- http://www.cryptoverge.com/category/shirts/bitcoin/ http://www.bitcointothemoon.com/merchandise.html https://hodl.threadless.com/ 10% MEISTER discount code- https://www.cryptoidshop.com Allgoodlab shirts- https://www.allgoodlab.com/collections/all UPVOTE THIS- https://steemit.com/bitcoin/@bitcoinmeister/live-at-1-30pm-london-time-and-8-30am-est-this-week-in-bitcoin-2-15-2019-jp-morgan-zimbabwe-coinbase-travel-bgold Buy your Bitcoin Trezor storage device here: Buy Bitcoin at Coinbase here: https://www.coinbase.com/join/528aa4ec443594782100003a CryptoHWwallet affiliate link- https://www.cryptohwwallet.com?acc=a87ff679a2f3e71d9181a67b7542122c Adam's Twitter- https://twitter.com/TechBalt Adam's Minds- https://www.minds.com/BitcoinMeister Support the cause if you like what I have to say: BTC: 3HZngc6ASzt3deDm582u8xJRFAwmz7YTwG ETC: 0xb28CD007E0495b34BA6030859030322b7bE8422B Monero: 49broKTMLfFBZtzFFWptyqbuTF4rm7Pp6HZj4ReRuKQf3Z6uFjCbWgs6n4ymX5aYTsczoELGd3vYSD4XUQrjvy3S5qTsN3s LTC: LQm55H4oUCoVPiBd25A4v2jHXLtC9oo9Jg ETH: 0x0feb7bCd89C4Ea0c14FC7D94b9afBDE993034AD5 DASH: Xjcpo8Lh6NKQoV3F12pGpXUiK4XRoQyudN BGold: AN6p1tD2KwRKvhiinprN9wCqGe4KUqPsY5 My latest Steemit post: https://steemit.com/bitcoin/@bitcoinmeister/live-at-1-30pm-london-time-and-8-30am-est-this-week-in-bitcoin-2-15-2019-jp-morgan-zimbabwe-coinbase-travel-bgold My Steemit page: https://steemit.com/@bitcoinmeister https://www.youtube.com/c/BitcoinMeister http://disruptmeister.com/ Value of every cryptocurrency- https://www.coinmarketwatch.com Watch more of my Bitcoin videos here: https://www.youtube.com/playlist?list=PLLgyAakZPtCVQKl6naVHUfOiICFG8BYMp Adam Meister is available for an hour long Bitcoin/cryptocurrency consultation where he can walk you through the Trezor installation process and help you move your Bitcoins to the Trezor. He will answer all your questions in that hour. Trezor is just one Bitcoin topic that Adam can help you with, you can ask his advice on anything cryptocurrency related. From marketing and promotion to Altcoins to storage and the buy and hold philosophy. Adam's hourly rate is 0.1 Bitcoin. Feel free to email: Adam AT TrezorHelp DOT com to set up a Skype/phone consultation or to arrange an in person appearance or speaking engagement. Adam is available to speak at conferences around the world. Follow Adam on Twitter here: https://twitter.com/TechBalt Buy your Bitcoin Trezor storage device her
Views: 1541 BitcoinMeister
Anonymizing Collections of Tree Structured Data
 
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Projects Goal is provide final year projects for it, ieee final year projects, final year it projects, m tech projects in pune,computer engineering projects for final year students, internship in pune for engineering students, matlab projects for engineering students. http://www.projectsgoal.com/data-mining/
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Data mining
 
47:46
Data mining (the analysis step of the "Knowledge Discovery in Databases" process, or KDD), an interdisciplinary subfield of computer science, is the computational process of discovering patterns in large data sets involving methods at the intersection of artificial intelligence, machine learning, statistics, and database systems. The overall goal of the data mining process is to extract information from a data set and transform it into an understandable structure for further use. Aside from the raw analysis step, it involves database and data management aspects, data pre-processing, model and inference considerations, interestingness metrics, complexity considerations, post-processing of discovered structures, visualization, and online updating. The term is a misnomer, because the goal is the extraction of patterns and knowledge from large amount of data, not the extraction of data itself. It also is a buzzword, and is frequently also applied to any form of large-scale data or information processing (collection, extraction, warehousing, analysis, and statistics) as well as any application of computer decision support system, including artificial intelligence, machine learning, and business intelligence. The popular book "Data mining: Practical machine learning tools and techniques with Java" (which covers mostly machine learning material) was originally to be named just "Practical machine learning", and the term "data mining" was only added for marketing reasons. Often the more general terms "(large scale) data analysis", or "analytics" -- or when referring to actual methods, artificial intelligence and machine learning -- are more appropriate. This video is targeted to blind users. Attribution: Article text available under CC-BY-SA Creative Commons image source in video
Views: 1727 Audiopedia
Free Inference and Instant Training: Breakthroughs and Implications
 
01:42:29
The fact that many commonly used networks take hours to days for training has motivated recent research towards reducing training time. On the other hand networks, once trained, are heavyweight dense linear algebra computations, usually requiring expensive acceleration to execute in real time. However, recent advances in algorithms, hardware, and systems have broken through these barriers dramatically. Models that took days to train are now reported to be trainable in under an hour. Further, with model optimization techniques and emerging commodity silicon, these models can be executed on the edge or in the cloud at surprisingly low energy and dollar cost. This session will present the ideas and techniques underlying these breakthroughs and discuss the implications of this new regime of “free inference and instant training.” See more at https://www.microsoft.com/en-us/research/video/free-inference-and-instant-training-breakthroughs-and-implications/
Views: 1942 Microsoft Research
Elm-lang:  Exploring GOAT’s codebase
 
03:28:10
An Elm-lang n00b explores a 3500-line Elm app with the app’s creator.
Views: 683 Greg Ziegan
100 COOL THINGS IN PYTHON (PART 1) - CS50 on Twitch, EP. 14
 
03:14:03
Join CS50's head course assistant, Veronica Nutting, for a tour of some of Python's cool features (with an eventual goal of reaching 100 over several parts!), from data structures to analyzing presidential data. Co-hosted by Colton Ogden. Join us live at twitch.tv/cs50tv and be a part of the live chat every week. This is CS50 on Twitch.
Views: 5699 CS50
Web Scraping Best Practices! quick Watch
 
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Python Web Scraping Tutorial 1 (Intro To Web Scraping): site scraper online web scraper php scraper scrape a website screen scraping tools page scraping python web scraping web data scraping scrape website data page scraper screenscraping scrape web page web data scraper internet scraping php web scraping php web scraper html scraper content scraping web harvesting content scraper website scraper tool web scraper tool google scraping scrape website content web screen scraping email scraping scraping web visual web scraper web scraper plus web scrap scraper site web scraping php scraping tools web scraping web pages scrape site open source web scraper web scraping script php screen scraping extract website web scraper open source web scraping free python screen scraping best web scraping tools python scraper extract data from html online scraper website data extractor web scraping companies extract information from website web extraction easy web scraping website data extraction scraper web simple web scraper web scraping tools open source grab data from website web scraper free web page scraping tools web screen scraping tools web scraper python screen scraping php web scraping open source scrape website for data data crawling site scraper tool web page extractor web scraper php best web scrapers price scraping scrape html online screen scraper automated web scraping extract web data website parser scraping the web scrape page google web scraper web scraping software ruby web scraping
Views: 1583 Dinesh Gupta
Hope for Hoarders
 
01:12:42
Hope for Hoarders This workshop introduces the new evidence-based practice, Buried in Treasure (BIT), a 15-class training that has been shown to both reduce clutter and improve tenants’ skills at maintaining healthy, safe housing. We will hear from three experts who have been involved in BIT classes and, in particular, a recent Columbia University study using BIT with people facing hoarding-related eviction. Panelists: Danae Sonnenfeld, Volunteer Research Assistant, NYS Psychiatric Institute Lee Shuer, Founder, Mutual Support Consulting Jordana Zwerling, Research Coordinator, Columbia University Medical Center at NYS Psychiatric Institute Moderator: Mike Golub, Senior Trainer, Center for Urban Community Services Institute
Views: 921 SupportiveHousingNY
Corporate Social Responsibility
 
01:20:30
Denver Cannabis Sustainability Symposium 2017
GM4: MD Anderson Genomic Medicine Integration Efforts - Andrew Futreal
 
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January 28-29, 2013 - Genomic Medicine Centers Meeting IV: Physician Education in Genomics. More: http://www.genome.gov/27552294
ICO Review: GANA Token - The Best of AI and Blockchain in the Cannabis Industry
 
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ICO Review: GANA Token - The Best of AI and Blockchain in the Cannabis Industry. Visit https://ganacoin.io/ ganacoin.io - Token sale starts May 21 - The GANA whitepaper is here: https://cdn.ganacoin.io/wp/GANAwhitepaper_v2.1_eng.pdf Disclaimer: This video may contain forward-looking statements, including, without limitation, statements containing the words “believes”, “expects”, “plans”, ”estimates” and similar expressions. Such forward-looking statements involve known and unknown risks, uncertainties and other factors which might cause the actual results, financial condition, performance or achievements of GANA, or industry results, to be materially different from any future results, financial conditions, performance or achievements expressed or implied by such forward-looking statements. Given these uncertainties, the audience is advised not to place any undue reliance on such forward-looking statements. These forward-looking statements speak only as at the date of this video. GANA expressly disclaims any obligation to update any such forward-looking statements in this video to reflect any change in its expectations with regard thereto or any change in events, conditions or circumstances on which any such statement is based, unless required by law or regulation. David Moadel's Legal Disclaimer: This is a sponsored presentation, and the presenter, David Moadel, is receiving financial compensation for this presentation. I, David Moadel, am not licensed or registered to provide financial or investment advice. My videos, presentations, and writing are only for entertainment purposes, and are not intended as investment advice. I cannot guarantee the accuracy of any information provided. No representation is being made that any account will or is likely to achieve profits or losses similar to those discussed herein. The past performance of any investment or trading system or methodology is not necessarily indicative of future results. Acting on any statements made in this presentation may lead to capital loss. Please be sure to consult with a licensed and registered financial advisor before making any financial decisions.
Views: 490 David Moadel