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DATA & ANALYTICS: Analyzing 25 billion stock market events in an hour with NoOps on GCP
 
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Recorded on Mar 23 2016 at GCP NEXT 2016 in San Francisco. Watch how FIS & Google are working to build a next-generation stock market reconstruction system that aims to bring transparency to the US financial markets and drive innovation across financial services. In this video we dive into the proposed system architecture and show how products like Cloud Bigtable, Cloud Dataflow and BigQuery enable this process. As part of the exercise, we ran a load test to process, validate, and link 25 billion US equities and options market events in 50 minutes, generating some impressive statistics in the process. Speakers: Neil Palmer and Todd Ricker from FIS and Carter Page from Google.
Views: 20678 Google Cloud Platform
Business Intelligence: Multidimensional Analysis
 
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An introduction to multidimensional business intelligence and OnLine Analytical Processing (OLAP) suitable for both a technical and non-technical audience. Covers dimensions, attributes, measures, Key Performance Indicators (KPIs), aggregates, hierarchies, and data cubes. Downloadable slides available from SlideShare at http://goo.gl/4tIjVI
Views: 59886 Michael Lamont
User Modeling in Telecommunications and Internet Industry
 
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Author: Qiang Yang Abstract: It is extremely important in many application domains to have accurate models of user behavior. Data mining allows user models to be constructed based on vast available data automatically. User modeling has found applications in mobile APP recommendations, social networking, financial product marketing and customer service in telecommunications. Successful user modeling should be aware of several critical issues: who are the target users' How should the solutions be updated when new data come in? How should user feedback be handled? What are the ""pain"" points of users' In this talk, I will discuss my own experience on user modeling with big data. I will draw examples from telecommunications and the Internet industry, contrasting and highlighting some lessons learned in these industries. ACM DL: http://dl.acm.org/citation.cfm?id=2790459 DOI: http://dx.doi.org/10.1145/2783258.2790459
The Economist and Big Data
 
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In this episode of BITV, correspondent Kenneth Cukier of The Economist shares his take on the changing amount of data and its effect on the world, both in the analytics space as well as on consumers. From the strain of information scarcity, our society has now evolved into the problem of too much data. Using analytics will help you with smarter data, rather than data overload. Watch now!
Views: 1413 MicrosoftBI
Analysis Services - 04 Cube Creation
 
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So we have created our logical view of our data it's now time to create our cube...or is it? Can I create a Cube So Soon? The Microsoft textbook response is you can tackle Cube creation head on once you have established your Data Source and Data Source View. Yet there is something quite vital we are missing from our current developments which are dimensions. Dimensions (which we will get to shortly via several videos) are the text-based values you are going to want to place next to your Cube aggregations. E.g. If you have total sales in your Cube you probably will want to present that with perhaps a region or customer? Well the Cube Wizard handles creating these dimensions for you. Albeit not to the degree you will wish. You will soon find that the wizard is a good starting point but will lack the finesse you will be needing to apply to make a fully functional cube. But for the newbie coming to SSAS for the first time this is quite a sense of achievement and rightly so, you have traversed OLTP to OLAP using ETL in SSIS to reach SSAS. Boy I have just reliased how much I.T. relies on acronyms :)
Views: 56101 PCTeachME
Getting Started with Google APIs (Python)
 
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In this session, we build and deploy a simple App Engine application using Google APIs (eg. Google+ API) and OAuth2. We also demonstrate use of APIs Explorer, Quickstart widget, client libraries and App Engine SDK tools that make application development easier. This session demonstrated by Prashant Labhane is in Python and you can find the equivalent Java version at http://www.youtube.com/watch?v=tVIIgcIqoPw by Sachin Kotwani. You can find more references about Google Cloud development at developers.google.com and cloud.google.com.
Views: 129906 Google Developers
OLAP Statistics and Reporting for SharePoint List
 
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OLAP Statistics & Reporting for Microsoft® SharePoint® enables you to connect to a SharePoint list, task or calendar and explore data in a multi-dimensional grid, pivot tables, filters, graph or chart view. With the capability of complex calculations, trend analysis and sophisticated data modeling, and reporting, it helps you to identify critical information on your SharePoint data.
Views: 2612 AssistMyTeam
Sentiment Analysis Part 01: Twitter, Zapier, and Mechanical Turk
 
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Here I show how to conduct sentiment analysis (Barrack Obama, in this example) using Twitter, Zapier, Google Docs, Notepad++, and Mechanical Turk.
Views: 12734 Michael Herman
Facebook CEO Mark Zuckerberg testifies before Congress on data scandal
 
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Facebook CEO Mark Zuckerberg will testify today before a U.S. congressional hearing about the use of Facebook data to target voters in the 2016 election. Zuckerberg is expected to offer a public apology after revelations that Cambridge Analytica, a data-mining firm affiliated with Donald Trump's presidential campaign, gathered personal information about 87 million users to try to influence elections. »»» Subscribe to CBC News to watch more videos: http://bit.ly/1RreYWS Connect with CBC News Online: For breaking news, video, audio and in-depth coverage: http://bit.ly/1Z0m6iX Find CBC News on Facebook: http://bit.ly/1WjG36m Follow CBC News on Twitter: http://bit.ly/1sA5P9H For breaking news on Twitter: http://bit.ly/1WjDyks Follow CBC News on Instagram: http://bit.ly/1Z0iE7O Download the CBC News app for iOS: http://apple.co/25mpsUz Download the CBC News app for Android: http://bit.ly/1XxuozZ »»»»»»»»»»»»»»»»»» For more than 75 years, CBC News has been the source Canadians turn to, to keep them informed about their communities, their country and their world. Through regional and national programming on multiple platforms, including CBC Television, CBC News Network, CBC Radio, CBCNews.ca, mobile and on-demand, CBC News and its internationally recognized team of award-winning journalists deliver the breaking stories, the issues, the analyses and the personalities that matter to Canadians.
Views: 132468 CBC News
Lessons in Analytics Strategy: Takeaways from the Sports Data Revolution with Ben Shields
 
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The sports industry has been a pioneer in the data revolution, and there is much that we can learn about analytics management from studying it. Although decision making in sports is different from that of other industries, the similarities can reveal how analytics, if effectively deployed, can lead to better decisions and more successful organizations. You may also be interested in Ben's new related course - Analytics Management: Business Lessons from the Sports Data Revolution (http://executive.mit.edu/sam).
Economic Calendar Of The Week - March 7-11, 2016
 
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Welcome to the Investors Trading Academy economic calendar of the week. Each week our news analysts review the upcoming economic events that you should be monitoring. The US jobs report ended what was a relatively unexciting week for markets. We have seen a move upwards for FX pairs like GBP/USD and EUR/USD, partly on dollar weakness, but the European Central Bank meeting this week will provide the key point for which investors were waiting. The focus will turn back towards the Eurozone as the European Central Bank's governing council meets on Thursday to decide on policy, with analysts increasingly expecting further stimulus measures. That will come amid heightened debate over the potential for banks and lending to the economy to be impacted by negative interest rates, although in a deflationary environment zero or positive interest rates mean 'real' or inflation adjusted rates in fact rise when the price level falls. Key to the ECB's decision-making, perhaps, will be its judgement on how long-lasting the current downdraft in oil prices might prove. Was the collapse in oil futures merely the result of Saudi merely accelerating the medium-term decline which was in store, courtesy of the US shale oil revolution - speak of disruptive technologies - or was it something altogether more transitory. Over the weekend, China's National People's Congress met, with analysts likely to keep close tabs on the magnitude of any fiscal policy stimulus which Beijing might unveil. China's new Five-Year plan should also include details of officials' infrastructure investment plans. The week kicks off on Monday in the US with the employment trends report and consumer credit data. Analysts expect consumer credit to have lifted by around $19 billion. Federal Reserve vice-chair Stanley Fischer also delivers a speech — the last major speech by a Fed member ahead of the March 15-16 rates decision. On Tuesday, the National Federation of Independent Business (NFIB) issues its small business optimism index while the usual weekly data on chain store sales is released. In China, trade data is issued on Tuesday. While both exports and imports are down on a year ago, most focus is on imports as a measure of domestic spending. The trade surplus is at record highs. On Thursday in the US the monthly budget data and the usual weekly data on claims for unemployment insurance are issued. In China, the focus is on the February data on consumer and producer prices. Producer prices are still in decline, down 5.3 per cent over the year. And consumer prices are rising at a modest 1.8 per cent annual rate. Further tame inflation readings would leave the door open to more stimulatory measures. On Saturday the monthly batch of Chinese economic indicators are released — retail sales, production and investment. Chinese economic activity is decidedly mixed. Production and investment growth are slowing while retail sales growth is firm. Expect annual retail sales growth near 10.7 per cent, with production near 6 per cent and investment near 8.5 per cent. The risk is that the results print on the weaker side of expectations over the next couple of months — especially given that a lot of business would have closed for Chinese New Year celebrations earlier in the month. Indices continued their grind higher, with March starting in a relatively bullish fashion. If Mario Draghi delivers then we could see these gains accelerate, with the rallies that started as ‘short covering’ maturing into something more sustained as equity fund flows start to turn around. By Barry Norman, Investors Trading Academy - ITA
JERSEY BOY | DailyVee 039
 
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HAD A GREAT TIME AT PROPELLER FEST IN JERSEY. watch all of my journey as an entrepreneur HERE: https://www.youtube.com/playlist?list=PLfA33-E9P7FA-A72QKBw3noWuQbaVXqSD music featured in this DAILYVEE: ♫Music By Ashon - https://soundcloud.com/volorean 💿 DailyVee Selects: https://soundcloud.com/garyvee/sets/dailyvee-selects -- Thank you for watching this video. I hope that you keep up with the daily videos I post on the channel, subscribe, and share your learnings with those that need to hear it. Your comments are my oxygen, so please take a second and say ‘Hey’ ;). -- ► Subscribe to My Channel Here http://www.youtube.com/subscription_center?add_user=GaryVaynerchuk -- Gary Vaynerchuk is a serial entrepreneur and the CEO and founder of VaynerMedia, a full-service digital agency servicing Fortune 500 clients across the company’s 5 locations. Gary is also a prolific public speaker, venture capitalist, 4-time New York Times Bestselling Author, and has been named to both Crain’s and Fortune’s 40 Under 40 lists. Gary is the host of the #AskGaryVee Show, a business and marketing focused Q&A video show and podcast, as well as DailyVee, a docu-series highlighting what it’s like to be a CEO, investor, speaker, and public figure in today’s digital age. Make sure to stay tuned for Gary’s latest project Planet of the Apps, Apple’s very first video series, where Gary will be a judge alongside Will.I.Am, Jessica Alba, and Gwyneth Paltrow. ---- Follow Me Online Here: Instagram: http://instagram.com/garyvee Facebook: http://facebook.com/gary Snapchat: https://www.snapchat.com/add/garyvee Website: http://garyvaynerchuk.com Soundcloud | https://soundcloud.com/garyvee/ Twitter: http://twitter.com/garyvee Medium: http://medium.com/@garyvee Planet of the Apps | http://planetoftheapps.com Podcast : http://garyvaynerchuk.com/podcast Wine Library : http://winelibrary.com Subscribe to my VIP Newsletter for exclusive content and weekly giveaways here: http://garyvee.com/GARYVIP
Views: 71740 GaryVee
Seeking Alpha in Alternative Data
 
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(Re-upload) In the JP Morgan May 2017 report titled “Big Data and AI Strategies: Machine Learning and Alternative Data Approach to Investing” authored by Marko Kolanovic and Rajesh T. Krishnamachari, a report was cited which states 90% of the data in the world today has been created in the past two years alone, and just 0.5% of the data produced is currently being analyzed in any form. The challenge for a quant is how to make sense and ultimately extract useful trading signals out of these data. In this webinar, Anthony Ng uses Quantopian's alternative datasets and demonstrate one way to extract signal out of these alternative datasets. Access the slides: http://slides.com/anthonytyng/alterna... To learn more about Quantopian, visit us at: https://www.quantopian.com. ----- Quantopian provides this presentation to help people write trading algorithms - it is not intended to provide investment advice. More specifically, the material is provided for informational purposes only and does not constitute an offer to sell, a solicitation to buy, or a recommendation or endorsement for any security or strategy, nor does it constitute an offer to provide investment advisory or other services by Quantopian. In addition, the content neither constitutes investment advice nor offers any opinion with respect to the suitability of any security or any specific investment. Quantopian makes no guarantees as to accuracy or completeness of the views expressed in the website. The views are subject to change, and may have become unreliable for various reasons, including changes in market conditions or economic circumstances.
Views: 1792 Quantopian
Nick Begich, Ph.D. on VERITAS: The Ultimate Brave New World- www.VeritasShow.com - 1/6
 
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Lecturer and author Dr. Nick Begich discussed the latest on the hazards of cell phones in children, HAARP, mind control, invasion of privacy. Today's science-fiction may be tomorrow science-fact, he commented. He raised ethical concerns over the use of information and the the possible implications this may have on the future society. He discussed what the data mining operations by entities like Google and Facebook are doing to account for all your moves, trends, habits, etc. To listen to the entire show, subscribe at http://www.veritasshow.com. No censorship and no commercials.
Views: 438 Veritas TV
12.9-Inch iPad Pro Unboxing & Hands On
 
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Today is the official launch day for the 11 and 12.9-inch iPad Pro models, and we got our hands on one of the new larger versions along with a Smart Keyboard Folio and an Apple Pencil 2, the new accessories that go along with the updated tablet. Check out our latest YouTube video for an unboxing and feature overview of the new device, which has been radically overhauled compared to the previous-generation model. read more - https://www.macrumors.com/2018/11/07/new-ipad-pro-hands-on/
Views: 50931 MacRumors
ANZ Business Banking: How to create a marketing plan
 
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Our ANZ Business Training Manager discusses how to create an effective marketing plan for your business. Register for our free ANZ Business Banking workshops - http://anz.co/aSFoQ
Views: 7690 ANZ New Zealand
TradeMiner Software Identifies Historical Seasonal Trends And Market Cycles
 
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GET IT HERE: http://bit.ly/2iQpMIN A Scientifically Documented Methodology: "Stocks tend to have relatively high (or low) returns every year in the same calendar month. The pattern is independent of size, industry, earnings announcements, dividends, and fiscal year. The results are consistent with the existence of a persistent seasonal effect in stock returns." [Evidence of predictable behavior of security returns. Journal of Finance 45: 881-898, 1990] Quick Scans An easy-to-use software platform that allows you to scan market data seamlessly, identifying historical trends that match your search criteria. Analyze graphs The variety of charts in TradeMiner allows you to see the results of the previous years, identify historical risk vs. reward and see detailed trade logs of past years' trends. Custom search optimization Create custom groups based on a wide variety of filters including Price Range, Margin per contract, Pip or Tic Value, Volume, P/E, Sectors, Industries, and if the stocks or commodities are optionable. Software Support TradeMiner is user-friendly and includes extensive support by phone or email. GET IT HERE: http://bit.ly/2iQpMIN Follow my Social Media: SKIN CARE: http://bit.ly/2ijztwr Luminesce: http://bit.ly/2huKIjy AM PM Essentials: http://bit.ly/2iL83m1 Website: http://shopkhang.com/ Fanpage: https://www.facebook.com/healthwithSe... Twitter: https://twitter.com/SeKu_BaBa Pinterest: https://www.pinterest.com/SEKUBABAs/ Tags: TradeMiner, SEKUBABA, trademiner review, stock picking software, stock trading software reviews, executive offices group, forex trendy free download, best stock picking software, best stock picking websites, TradeMiner Software Identifies Historical Seasonal Trends And Market Cycles -, stock market software reviews, best stock picking service reviews, best stock scanning software, intelligent forex trading review, forex forecast, forex market cycles
Views: 29 SEKUBABA
Creating Olap Cube SQL server BI
 
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Pentaho is a powerful Business Intelligence Suite offering many features: reporting, OLAP pivot tables, dashboarding and more. Report Designer: An advanced report creation tool. If you want to build a complex data-driven report, this is the right tool to use. Report Designer offers far more flexibility and functionality than the ad hoc reporting capabilities of the Pentaho User Console. • Design Studio: An Eclipse-based tool that enables you to hand-edit a report or analysis view xaction file. Generally, people use Design Studio to add modifications to an existing report that cannot be added with Report Designer. • Aggregation Designer: A graphical tool that helps improve Mondrian cube efficiency. • Metadata Editor: Enables you to add a custom metadata layer to an existing data source. Usually you would do this for a data source that you intend to use for reporting; it's not required, but it makes it easier for business users to parse the database when building a query. • Pentaho Data Integration: The Kettle extract, transform, and load (ETL) tool, which enables you to access and prepare data sources for analysis, data mining, or reporting. This is generally where you will start if you want to prepare data for analysis. • Schema Workbench: A graphical tool that helps you create ROLAP schemas for analysis. This is a required step in preparing data for analysis.
Ever wonder how Bitcoin (and other cryptocurrencies) actually work?
 
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Bitcoin explained from the viewpoint of inventing your own cryptocurrency. Videos like these made possible by patreon: https://patreon.com/3blue1brown Protocol Labs: https://protocol.ai/ Interested in contributing? https://protocol.ai/join/ Special thanks to the following patrons: http://3b1b.co/btc-thanks Some people have asked if this channel accepts contributions in cryptocurrency form as an alternative to Patreon. As you might guess, the answer is yes :). Here are the relevant addresses: ETH: 0x88Fd7a2e9e0E616a5610B8BE5d5090DC6Bd55c25 BTC: 1DV4dhXEVhGELmDnRppADyMcyZgGHnCNJ BCH: qrr82t07zzq5uqgek422s8wwf953jj25c53lqctlnw LTC: LNPY2HEWv8igGckwKrYPbh9yD28XH3sm32 Supplement video: https://youtu.be/S9JGmA5_unY Music by Vincent Rubinetti: https://soundcloud.com/vincerubinetti/heartbeat Here are a few other resources I'd recommend: Original Bitcoin paper: https://bitcoin.org/bitcoin.pdf Block explorer: https://blockexplorer.com/ Blog post by Michael Nielsen: https://goo.gl/BW1RV3 (This is particularly good for understanding the details of what transactions look like, which is something this video did not cover) Video by CuriousInventor: https://youtu.be/Lx9zgZCMqXE Video by Anders Brownworth: https://youtu.be/_160oMzblY8 Ethereum white paper: https://goo.gl/XXZddT If you want to contribute translated subtitles or to help review those that have already been made by others and need approval, you can click the gear icon in the video and go to subtitles/cc, then "add subtitles/cc". I really appreciate those who do this, as it helps make the lessons accessible to more people. Music by Vince Rubinetti: https://vincerubinetti.bandcamp.com/album/the-music-of-3blue1brown ------------------ 3blue1brown is a channel about animating math, in all senses of the word animate. And you know the drill with YouTube, if you want to stay posted on new videos, subscribe, and click the bell to receive notifications (if you're into that). If you are new to this channel and want to see more, a good place to start is this playlist: http://3b1b.co/recommended Various social media stuffs: Website: https://www.3blue1brown.com Twitter: https://twitter.com/3Blue1Brown Patreon: https://patreon.com/3blue1brown Facebook: https://www.facebook.com/3blue1brown Reddit: https://www.reddit.com/r/3Blue1Brown
Views: 2470185 3Blue1Brown
Predictive Analytics Siegel 111835685
 
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Predictive Analytics World founding chair Eric Siegel shows how Predictive Analytics has The Power to Predict Who Will Click, Buy, Lie, or Die.
Views: 129 Wiley
Georgia Tech People and Technology Forum 2012 - Big Data Meets Social Media Panel
 
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This panel addresses how social media supplements or confounds traditional information sources and practices in our increasingly complex world. What new opportunities or challenges are likely to emerge by marrying traditional data sources with social media in a broad set of areas, including customer service, advertising, marketing, brand affinity, or even homeland security? What are the best ways to successfully extract insight from a diverse, real-time and expanding "big data" universe? Moderator: Laurie Baird, Georgia Tech Panelists: Radhika Subramanian, Emcien Eric Gilbert, Georgia Tech Mike Hess, The Nielsen Company Polo Chau, Georgia Tech http://ipatforum.gatech.edu https://twitter.com/IPaTGT https://www.facebook.com/ipatfan
Views: 324 IPaT Georgia Tech
REPLAY: 2015 Pebble Beach Concours d'Elegance! Full Live Stream
 
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Motor Trend is proud to bring LIVE coverage of the 65th Pebble Beach Concours d'Elegance! See some of the rarest and most expensive cars in the world, as they compete for the coveted "Best of Show" Award. Tune in to Motor Trend OnDemand and the Motor Trend Youtube Channel Sunday August 16th @ 4pm EST for LIVE coverage of the 65th Pebble Beach Concours d'Elegance. https://www.youtube.com/channel/UCsAe... Facebook - http://facebook.com/motortrendmag Twitter - http://twitter.com/motortrend Google+ - https://plus.google.com/+motortrend/p... Instagram - @motortrend Website - http://www.motortrend.com
Views: 146954 MotorTrend Channel
Kate Hennessy - Repatriation, Digital Media, and Culture in the Virtual Museum
 
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Webcast sponsored by the Irving K. Barber Learning Centre and hosted by the School of Library, Archival, and Information Studies (SLAIS). Many Canadian First Nations and Aboriginal organizations are using digital media to revitalize their languages and assert control over the representation of their cultures. At the same time, museums, academic institutions, and individuals are digitizing their ethnographic collections to make them accessible to originating communities. In this presentation I will explore how the term "virtual repatriation" is being applied to the digitization and return of heritage to Aboriginal communities, and draw attention to the opportunities, challenges, and critiques associated with digitization, circulation, and remix of Aboriginal cultural heritage. I will discuss recent projects including the collaborative production of a Virtual Museum of Canada exhibit with the Doig River First Nation, a Dane-zaa community in northeastern British Columbia, and a current collaborative production of a virtual exhibit with members of the Inuvialuit community in the western Arctic and curators at the Smithsonian's National Museum of Natural History. I will show that while access to cultural heritage in digital collections can facilitate the articulation of intellectual property rights to digital cultural heritage----including the right to restrict circulation----it also amplifies the difficulty of enforcing those rights. Kate Hennessy is an Assistant Professor specializing in Media at Simon Fraser University's School of Interactive Arts and Technology (SIAT). She has a PhD in Anthropology from the University of British Columbia and an MA in the Anthropology of Media from the University of London, School of Oriental and African Studies. As the director of the Making Culture Lab at SIAT, her research explores the role of digital technology in the documentation and safeguarding of cultural heritage, and in the mediation of culture, history, objects, and subjects in new forms. Her video and multimedia works investigate documentary methodologies to address Indigenous and settler histories of place and space. She is a founding member of the Ethnographic Terminalia Curatorial Collective, an international group exploring the borders of anthropological, curatorial, and artistic practice (http://ethnographicterminalia.org). As assistant editor of the journal Visual Anthropology Review, she designed its first multimedia volume. Her work has been published in journals such as American Indian Quarterly, Museum Anthropology Review, and Visual Anthropology Review. She was a Trudeau Foundation Scholar from 2006-2010, a Social Sciences and Humanities Research Council of Canada Graduate Scholar from 2005-2009, a Canadian Polar Commission Scholar in 2006-2007, and a Commonwealth Scholar in 2001-2002.
Lifton & Weslosky Technology Metals Report
 
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April 20, 2014 -- InvestorIntelReport (IIR) is a subscription based service for the e-delivery of behind-the-scenes intelligence for the resource, technology and biotech sectors. With online membership access, join Jack Lifton, Founding Principal of Technology Metals Research, LLC, and Tracy Weslosky, Editor-in-Chief and Publisher of InvestorIntel as they communicate two diametrically opposing perspectives on industry weekly developments for the savvy well-informed IIR member. In constant contact with C-level, high net worth investors and political leaders with their respective careers -- IIR was initially built to update their respective clients and networks with information they did not want easily accessible online or repaginated by the endless online media sources desperate for content. IIR was designed for the geopolitically informed, knowledgeable financial players that enjoy having a little 'sizzle' with their steak. InvestorIntelReport ($250 Annual Membership) includes: -- Exclusive Video Content. Receive the weekly Lifton & Weslosky Technology Metals Report every Wednesday. -- Intelligence. Bi-monthly features penned by Jack Lifton delivered on the 1st and 3rd Friday of every week. Weekly market Intel reports and trends received every Monday written by Tracy Weslosky. Classified information and news speculation you can't find anywhere else online. -- Rolodex. Receive access to a discreet rolodex that allows members to follow the Top 100 Newsletter and Market influencers in the resource sector. -- Calendar. Review upcoming global events and conferences, plus receive access to industry event discounts. -- Social Media. A 'live' twitter feed that gathers in real time industry news, press and intelligence for your social media pleasure. "InvestorIntelReport brings you the latest news, most reliable data and the deepest analysis of 'what it all means'. This is exactly what's necessary for an intelligent investor to make the right decisions. You just can't beat it." -- Jack Lifton, Founding Principal, Technology Metals Research, LLC & Sr. Editor, InvestorIntelReport For more information: Sue Glover Marketing & Communications InvestorIntelReport #600 -- 80 Richmond St. W. Toronto, Ontario Canada M5H 2A4 T: (+1) 416.581.0177 x106 [email protected] InvestorIntelReport.com
Views: 1247 InvestorIntel
Promising outlook in 2017 for construction
 
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As Australia’s construction industry undergoes a rebalancing act, the sector is forecast to experience sharp growth in road, rail and telecommunications projects throughout the 2017 calendar year. The rise in these projects is expected to offset the declines in mining-related infrastructure works. http://www.resolute-equipment.com
Views: 91 Resolute Equipment
Yelawolf - Till It’s Gone (Official Music Video)
 
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iTunes: http://smarturl.it/TillItsgone Sign up for updates: http://smarturl.it/Yelawolf.News Music video by Yelawolf performing Till It’s Gone. (C) 2014 Interscope Records Best of Yelawolf: https://goo.gl/vy7NZQ Subscribe here: https://goo.gl/ynkVDL #Yelawolf #TillItsGone #Vevo #HipHop #OfficialMusicVideo
Views: 90655440 YelawolfVEVO
Analysis Services tutorial, Key Performance Indicators (KPI)
 
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A Key Performance Indicators (KPI) help a business organizations define and measure progress toward meeting its goals. See more lessons http://www.learn-with-video-tutorials.com/analysis-services-video-tutorial
Hadoop training in usa
 
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Magnific training is a leading Global Talent Development Corporation, building skilled manpower pool for global industry requirements. BigData Training.in has today grown to be amongst world's leading talent development companies offering learning solutions to Individuals, Institutions & Corporate Clients. Training Calendar We are India's Leading BigData Consulting & Training Provider Apache Hadoop Hadoop Development Hadoop Administration Big Data Architect Hadoop EcoSystem Access to our Cloud Servers - for practice We focus on Hands-On Sessions 24/7 Support for Assessments & Practice HIVE Apache PIG Cloudera Hadoop Big Data Analytics Big Data Warehouse Solutions Machine Learning Training Real Time Case Studies Opportunity to work on our Big Data Analytics Platform Learn from the Solutions Architect & Technology Leaders! - not just Trainers! * Resume preparation and Interview assistance will be provided. For any further details please contact INDIA: +91-9052666559 USA: +1-6786933475
Views: 54 magnific training
Engaging Minds: Jim Miller
 
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Jim Miller - Canada Research Chair Native-Newcomer Relations It's an exciting time for Jim Miller to be studying Native-Newcomer Relations. As Canada Research Chair in Native-Newcomer Relations at the U of S he explores why we have had so much trouble living together in the past and how we might build better relationships in the future.
Views: 456 uofsresearch
How to profit from seasonal price fluctuations
 
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"Sell in May and go away" - you've definitely heard this saying before... But did you know that the best month to sell gold is, in fact, February? In this video, it's going to show you how to confront buzz and dogmata with real world data. With an accuracy of predictions that far exceeded our expectations, True Seasonals is the first publicly available tool to combine the seasonal influence with the impact of derivatives. It enables you to see whether the prices of gold, silver, mining stocks (in terms of indices and individual stocks), currency and stock indices tend to grow or decline during a particular time frame, and whether the risk involved is relatively high or relatively low -- all with an indicated quality of projection. http://www.sunshineprofits.com/gold-silver/investment-tools/gold-seasonality/
Views: 970 Gold Silver Updates
ijfcst
 
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International Journal of Managing Public Sector Information and Communication Technologies (IJMPICT) ISSN : 0976 - 9773 (Online) ; 2230 - 7958 (Print) http://airccse.org/journal/mpict/ijmpict.html Scope & Topics The International Journal of Managing Public Sector Information and Communication Technologies (IJMPICT) is a quarterly open access journal that publishes articles that contribute new results in regards to the use of information and communication technologies (ICT) in the public sector around the world. ICT are becoming fundamental to the operation of government agencies, especially in light of the development of e-government applications and rising citizen expectations. As such, the International Journal of Managing Public Sector Information and Communication Technologies (IJMPICT) seeks to establish new collaborations, new best practices, and new theories in public sector organizations around the world in regards to developing, applying, managing, measuring, monitoring, procuring, and securing ICT in governmental operations (including civilian, military, health care and education applications). The journal thus provides a platform to disseminate new ideas and new research, advance theories, and propagate best practices in the management of ICT in public sector organizations at the international, national, state/provincial and local levels. The International Journal of Managing Public Sector Information and Communication Technologies (IJMPICT) offers a forum in which academics, consultants, and practitioners in a variety of fields can exchange ideas to further research and improve practices in all areas of governmental operations and ICT strategies. Authors are solicited to contribute to the journal by submitting articles that illustrate research results, projects, surveying works and organizational experiences that describe significant advances in information and communication technologies in governmental organizations. Topics of interest include, but are not limited to, the following: • Accessibility • Adoption and diffusion of technology • Analysis • Biometrics • Budgeting • Change management • Cloud computing • Citizen services • Citizen participation • Computer-mediated communication • Content development • Cyber-crime and cyber-terrorism • Cyber public relations • Data warehousing • Data mining • Digital divide • Digital government • Digital libraries • Digital rights management • ERP • Education, training courses, and curricula • Emergency and disaster response management • e-Governance (Electronic Governance) • e-Government (Electronic Government) • e-Learning (Electronic Learning) • e-Payments (Electronic Payments) • e-Publishing (Electronic Publishing) • e-Taxation (Electronic Taxation) • e-Voting (Electronic Voting • Electronic Data Interchange (EDI) • Electronic healthcare • Electronic records • Enterprise architecture • Evaluation • Geographic information systems (GIS) • Group decision support systems (GDSS) • Health care • Identity management • Immigration issues • Impacts/implications • Implementation issues • Information access and availability • Information management • Information preservation • Information security Infrastructure • Innovation • Intelligent agents • Intelligent systems • Intelligent organizations • Inter-agency information sharing • Internet • Knowledge management • Knowledge networks • Law enforcement • Legal and regulatory issues • Management of technology • m-Government (Mobile Government) • Mobile applications and services • Multimedia applications • Open source • Online auctions and technologies • Online education and learning • Organizational and human factors • Organizational culture • Peer-to-peer social networks • Political issues • Poverty • Protocols and Standards • Public administration • Public participation • Privacy • Records retention • Reengineering • RFID (radio frequency identification) • Rural issues • Shared services • Social networks • Strategy • Storage issues • Stakeholder issues • Supply chain issues • Trust • Ubiquitous Computing • Universal access • Urban issues • Value chain issues • Virtual Reality • Web 2.0 • Workforce issues Paper Submission Authors are invited to submit papers for this journal through E-mail : [email protected] Or [email protected] . Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this Journal. For other details please visit : http://airccse.org/journal/mpict/ijmpict.html
Views: 24 Ijmpict Journal
Live: Mark Zuckerberg Testimony to Senate Judiciary and Commerce Committees
 
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Mark Zuckerberg is scheduled to appear before a joint hearing of the Senate Judiciary and Commerce Committees today.The hearing will focus on the use of and protection of Facebook user data. Follow CBS News live blog here: https://www.cbsnews.com/live-news/watch-mark-zuckerberg-testimony-senate-judiciary-commerce-committee-facebook-data-breach-today-live/ The public grilling, coming in the wake of the Cambridge Analytica scandal, could be a turning point for the social media behemoth and its young founder, which has largely avoided government regulation in its 15-year existence. On Monday, the House Committee on Energy and Commerce posted Zuckerberg's prepared testimony, in which the 33-year-old billionaire said his company needed to do more to protect the privacy of its users. "We didn't take a broad enough view of our responsibility and that was a big mistake," Zuckerberg said in the testimony. "It was my mistake, and I'm sorry. I started Facebook. I run it, and I'm responsible for what happens here." Subscribe to the CBS News Channel HERE: http://youtube.com/cbsnews Watch CBSN live HERE: http://cbsn.ws/1PlLpZ7 Follow CBS News on Instagram HERE: https://www.instagram.com/cbsnews/ Like CBS News on Facebook HERE: http://facebook.com/cbsnews Follow CBS News on Twitter HERE: http://twitter.com/cbsnews Get the latest news and best in original reporting from CBS News delivered to your inbox. Subscribe to newsletters HERE: http://cbsn.ws/1RqHw7T Get your news on the go! Download CBS News mobile apps HERE: http://cbsn.ws/1Xb1WC8 Get new episodes of shows you love across devices the next day, stream CBSN and local news live, and watch full seasons of CBS fan favorites like Star Trek Discovery anytime, anywhere with CBS All Access. Try it free! http://bit.ly/1OQA29B --- CBSN is the first digital streaming news network that will allow Internet-connected consumers to watch live, anchored news coverage on their connected TV and other devices. At launch, the network is available 24/7 and makes all of the resources of CBS News available directly on digital platforms with live, anchored coverage 15 hours each weekday. CBSN. Always On.
Views: 156961 CBS News
Idle No More: Protest to Change?
 
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Momentum and a movement: Idle No More organizers, supporters and observers discuss the objectives and significance of the movement with Steve Paikin.
FULL INTERVIEW: JOHN BORROWS
 
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Full interview: John Borrows Keywords: defining Indigenous law; teaching about Indigenous law; relationship between Indigenous laws & Canadian laws; inclusion & engagement; gender and Indigenous law; generalizations, stereotypes; sources of law. This video is of an interview with Dr. John Borrows, Anishinaabe, Canada Research Chair in Indigenous Law, University of Victoria. The interview was done as part of a larger project to create three video shorts about Indigenous law. This full interview is included online as part of an archive, for viewers who want to watch the full interview that took place. For more information about the project, and to watch the video shorts that feature parts of Dr. Borrows’ interview, go to http://www.uvic.ca/law/about/indigenous/indigenouslawresearchunit/ This videos were created as part of the Indigenous Law Video On Demand project, for the Indigenous Law Research Unit (ILRU) in the Faculty of Law, University of Victoria. The project included Indigenous and non-Indigenous people in collaboration and conversation. The video series was created by Kamala Todd (Indigenous City Media, Director & Editor), Emily Snyder (Project Lead & Producer), and Renée McBeth (Associate Producer). The project was supported by a grant from the .CA Community Investment Program and ILRU. © Indigenous Law Research Unit, 2015
National Chief Perry Bellegarde - Canada 2020 Aboriginal Peoples and Economic Development
 
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Canada 2020 Event - Aboriginal Peoples and Economic Development
Knowledge is Power – building capacities for First Nations control of health services
 
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Dr. Jeff Reading Director of the Centre for Aboriginal Health Research based at the University of Victoria (UVic) Professor in the School of Public Health and Social Policy, Faculty of Human and Social Development, UVic Dr. Reading’s research has brought attention to such critical issues as disease prevention, tobacco use and misuse, healthy living, accessibility to health care, and diabetes among Aboriginal people in Canada. His determination to develop solutions contributed to the creation of the Canadian Institutes of Health Research - Institute of Aboriginal Peoples’ Health in 2000 as part of a movement calling for a national advanced research agenda in the area of Aboriginal health. The outcome of the CIHR-IAPH is to improve the health of Aboriginal Peoples’ living in Canada and work collaboratively to improve indigenous peoples’ health globally.
Views: 1396 Population Data BC
Prognozy szeregów czasowych w hurtowni danych SQL Server Analysis Services 2012
 
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Pierwsze podejście naiwnie prognozuje całkowity poziom sprzedaży dla całego przedsiębiorstwa (predykcja dla miar 'ilość' i 'kwota'). W momencie tworzenia Mining structure możemy dodatkowo ustalić dowolne filtry, ograniczając się do konkretnego wymiaru (wybranego produktu, itd.). Drugie podejście dokonuje indywidualnego prognozowania dla każdego z produktów. Kwerenda SQL użyta w drugim podejściu (edycja Data Source View) wykorzystana w celu ograniczenia przetwarzanego zbioru do samych produktów, niezależnie pozostałych wymiarów (lokalizacja, typ klienta, itd.) została podana poniżej: SELECT CAST(CAST(Czas.rok AS VARCHAR(4)) + RIGHT('00' + CAST(Czas.miesiąc AS VARCHAR(2)), 2) + RIGHT('00' + CAST(Czas.dzień AS VARCHAR(2)), 2) AS date) AS id_czasu, Produkt.nazwa, SUM(Sprzedaż.kwota) AS kwota, SUM(Sprzedaż.ilosc) AS ilosc FROM Czas INNER JOIN Sprzedaż ON Czas.id_czasu = Sprzedaż.id_czasu INNER JOIN Produkt ON Sprzedaż.id_produktu = Produkt.id_produktu GROUP BY CAST(CAST(Czas.rok AS VARCHAR(4)) + RIGHT('00' + CAST(Czas.miesiąc AS VARCHAR(2)), 2) + RIGHT('00' + CAST(Czas.dzień AS VARCHAR(2)), 2) AS date), Produkt.nazwa Ponadto, dzień z postaci kolejnego numeru identyfikacyjnego (id_czas) otrzymuje postać daty. Podobnych złączeń można dokonywać w osobnych widokach źródła danych dla pozostałych wymiarów.
Views: 407 pietrekPce
Implementing the Vision: Chapter 3- Current Health Services
 
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The current picture of First Nations is described, including limitations in decision-making and governance.
Views: 3552 fnhealthcouncil
Are the Metis Treaty People?
 
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Dr. Adam Gaudry from the University of Saskatchewan argues that the Manitoba Act should be thought of as a treaty between the Metis Nation and Canada. Part of the 2015-2016 Weweni Indigenous Scholars Speaker Series presented by the Indigenous Affairs Office. From January 6, 2016.
Views: 8872 UWinnipeg
K Camp - Comfortable (Official Video)
 
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Check out the official music video for "Comfortable" by K Camp K Camp’s debut album “Only Way Is Up” Available NOW iTunes Deluxe Explicit: http://smarturl.it/KCampOWIUdlxEX Google Play Standard Explicit: http://smarturl.it/KCampOWIUstdEXgp Google Play Standard Clean : http://smarturl.it/KCampOWIUstdEDgp Google Play Explicit Deluxe: http://smarturl.it/KCampOWIUdlxEXgp Google Play Clean Deluxe: http://smarturl.it/KCampOWIUdlxEDgp http://kcamp427.com http://twitter.com/twitter.com/kcamp427 http://facebook.com/kcamp427 http://instagram.com/kcamp427 http://vevo.ly/h1MhCH #KCamp #Comfortable #Vevo #HipHop #VevoOfficial
Views: 63369039 KCampVEVO
Residential School Survivor Personal Stories
 
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Part 1 of 2 Personal stories by Elder Hazel Squakin
Views: 16144 Aboriginal Education
Parable of the Hummingbird: Michael Nicoll Yahgulanaas
 
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https://vimeo.com/heartspeakproductions, https://www.facebook.com/HeartspeakProductions/ Featured Presentation at the 2nd International Conference on Restorative Practices: Widening Our Lens, Connecting Our Practice, May 31st - June 5th, 2009, Vancouver, BC. Restorative Practices International in partnership with the Centre for Restorative Justice, SFU. Filmed, edited and posted by Heartspeak Productions, Producer/Director Larry Moore, Videographer/Editor Cathie Douglas Flight of the Hummingbird; A Parable for the Environment - This little book features artwork by internationally renowned artist Michael Nicoll Yahgulanaas. His distinct and lively Haida Manga style engages perfectly with this inspirational story that encourages every individual to act on behalf of the worlds limited and precious resources. http://mny.ca/ Athlii Gwaii: The Line at Lyell (46:30 min.) 2003 Part of the Ravens and Eagles: Haida Art series Jeff Bear/Marianne Jones, Ravens and Eagles Productions In the fall of 1985, a small but resolute troupe of Haida elders journeyed by helicopter to Athlii Gwaii (Lyell Island) to join their young counterparts in a stand against clearcutting. Industrial invasion in the remote archipelago had gone too far. Ancient cedar giants and rare spruce trees—lifeblood of Haida art and culture—had been leveled indiscriminately for too long. Buoyed by their courageous Haida elders, protesters united in peaceful resistance. A total of 72 people were arrested, but their tactics garnered global attention and won change: in 1987, the government established the Gwaii Haanas Park Reserve/Haida Heritage Site. http://www.movingimages.ca/catalogue/Art/re_athliigwaii.html
Views: 4676 heartspeak
Bebe Rexha - I Can't Stop Drinking About You [Official Music Video]
 
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Check out the official music video for Bebe Rexha's "I Can't Stop Drinking About You"! Bebe Rexha's "I Don't Wanna Grow Up" EP is available now on iTunes! Download it here: smarturl.it/IDontWannaGrowUpEP LISTEN Available on iTunes: http://bit.ly/1ouIvWw Available on Spotify: http://smarturl.it/ICSDAYSpotify CONNECT WITH BEBE Offical Website: http://www.beberexha.com Facebook: https://www.facebook.com/Beberexha Twitter: http://www.twitter.com/BEBEREXHA Instagram: http://instagram.com/beberexha Youtube: http://www.youtube.com/BEBEREXHA Soundcloud: https://soundcloud.com/beberexha LYRICS No ones gonna love you like I do. No ones gonna care like I do. And I can feel it in the way that you breathe. I know you dream of her while you sleep next to me. I can't stop drinking about you. I gotta numb the pain. I can't stop drinking about you. Without you I ain't the same. So pour a shot in my glass and I'll forget forever! So pour a shot in my glass cause it makes everything better! Darlin tell me what more can I do? Don't you know that I was meant for you? You say I feel like heaven on earth, But You'd never know what heaven was if it wasn't for... her. I can't stop drinking about you. I gotta numb the pain. I can't stop drinking about you. Without you I ain't the same. So pour a shot in my glass and I'll forget forever! So pour a shot in my glass cause it makes everything better! I can't stop drinking about you. I can't stop drinking about you. No ones gonna love you like I do. I can't stop drinking about you. I can't stop drinking about you. So pour a shot in my glass and I'll forget forever! So pour a shot in my glass cause it makes everything better! No ones gonna love you like I do.
Views: 20037615 Bebe Rexha
Sara Menker | Henry C. Gardiner Global Food Systems Lecture
 
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Monday, October 8, 2018, 7 p.m. McCain Auditorium, Kansas State University Sara Menker is founder and CEO of Gro Intelligence, a technology company that is bridging data gaps across the global agriculture sector, empowering decision makers and creating a more informed, connected, efficient and productive global agriculture industry. Produced through the Division of Communications and Marketing. Kansas State University is committed to providing equal access opportunity and reasonable accommodation to campus programs and services for faculty, staff and students. If you require accommodation to view or hear a video live stream or archive, please submit a request for accommodation. Students should make their request to the Student Access Center (https://www.k-state.edu/accesscenter/). All others should request accommodation through Human Capital Services (https://www.k-state.edu/video/accommodations.html).
Views: 717 K-State
Professor Robert Miller: The Doctrine of Discovery and Manifest Destiny
 
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Official video archive of presentation by Professor Robert Miller at the Indigenous Peoples Forum on the Doctrine of Discovery March 23, 2012 at the Arizona State Capitol House of Representatives
Views: 16510 Tonatierra
Will This Trick Your Brain? (Color TEST)
 
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Your eyes and brain are pretty amazing! Watch ART vs SCIENCE: https://youtu.be/6Z37JA-wmgQ Subscribe: http://bit.ly/asapsci Written by Rachel Salt, Gregory Brown and Mitchell Moffit GET THE ASAPSCIENCE BOOK: http://asapscience.com/book/ FOLLOW US! Instagram and Twitter: @whalewatchmeplz and @mitchellmoffit Clickable: http://bit.ly/16F1jeC and http://bit.ly/15J7ube AsapINSTAGRAM: https://instagram.com/asapscience/ Facebook: http://facebook.com/AsapSCIENCE Twitter: http://twitter.com/AsapSCIENCE Tumblr: http://asapscience.tumblr.com Vine: Search "AsapSCIENCE" on vine! SNAPCHAT 'whalewatchmeplz' and 'pixelmitch' Created by Mitchell Moffit (twitter @mitchellmoffit) and Gregory Brown (twitter @whalewatchmeplz). Send us stuff! ASAPSCIENCE INC. P.O. Box 93, Toronto P Toronto, ON, M5S2S6 Further Reading: Number of discernible colors for color-deficient observers estimated from the MacAdam limits https://www.osapublishing.org/josaa/abstract.cfm?uri=josaa-27-10-2106 Afterimage of Perceptually Filled-in Surface http://www.cns.atr.jp/~kmtn/pdf/ssyksnScience01.pdf The primary visual cortex fills in color http://www.pnas.org/content/101/52/18251.full Microsaccades: Small steps on a long way http://www.sciencedirect.com/science/article/pii/S0042698909003691 Molecular Genetics of Human Color Vision: The Genes Encoding Blue, Green, and Red Pigments http://www.blueconemonochromacy.org/wp-content/uploads/2011/03/Science-1986-Nathans-193-202.pdf Comparing levels of crosstalk with red/cyan, blue/yellow, and green/magenta anaglyph 3D glasses http://cmst.curtin.edu.au/wp-content/uploads/sites/4/2016/05/2010-11.pdf Spooky Science: Discovering the Eerie Colors behind Afterimages http://www.scientificamerican.com/article/bring-science-home-afterimages/ Plants and colour: Flowers and pollination http://www.sciencedirect.com/science/article/pii/S0030399208002442 The influence of pigmentation patterning on bumblebee foraging from flowers of Antirrhinum majus. http://www.ncbi.nlm.nih.gov/pubmed/23420080 Why Are So Many Bird Flowers Red? http://www.ncbi.nlm.nih.gov/pmc/articles/PMC521733/ Mighty Mutualisms: The Nature of Plant-pollinator Interactions http://www.nature.com/scitable/knowledge/library/mighty-mutualisms-the-nature-of-plant-pollinator-13235427 The number of known plants species in the world and its annual increase http://www.biotaxa.org/Phytotaxa/article/view/phytotaxa.261.3.1
Views: 4929113 AsapSCIENCE
The science of milk - Jonathan J. O'Sullivan
 
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View full lesson: http://ed.ted.com/lessons/the-science-of-milk-jonathan-j-o-sullivan The milk industry produces in excess of 840 million tons of products each year. Why do humans drink so much milk? And given that all mammals lactate, why do we favor certain types of milk over others? Jonathan J. O’Sullivan describes how milk is made. Lesson by Jonathan J. O'Sullivan, animation by TED-Ed.
Views: 833482 TED-Ed
All Hands on Deck - Day 2
 
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Chapter 1 0:04 Welcome - Joi Ito, MIT Media Lab Chapter 2 14:03 - Keynote Address - Nainoa Thompson, Polynesian Voyaging Society Chapter 3 52:40 - CREATE, Building connections and engagement through the arts Chapter 4 1:28:07 - Lightning Talks Chapter 5 2:00:48 - EXPLORE, Empowering a global community of ocean explorers Chapter 6 2:41:10 - CONNECT, Connecting people to the ocean and to each other Chapter 7 3:25:35 - Here be Dragons Update Chapter 8 3:29:24 - Workshops 2A Chapter 9 3:56:21 - Closing Remarks To fully explore and understand the ocean, we can no longer rely on a handful of large, expensive research vessels and vehicles. We truly need "all hands on deck" to do it. On November 8-9, 2018, we brought together leaders and changemakers in ocean exploration, entertainment, recreation, and art to imagine new ways to empower an open, inclusive global community of ocean explorers. Our goal is to imagine creative ways to make the ocean so pervasive in modern culture that everyone has a positive association with and understanding of the sea. More information at: https://www.media.mit.edu/events/allhandsondeck/ License: CC-BY-4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
Views: 700 MIT Media Lab
Hand Art 3D : Hole and A Scale Drawing
 
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Trick Art "Optical Illusion" : Hole and scale in my hand This Time Lapse Optical is the 4 of a series of 5 drawings on the hand. Facebook: http://www.facebook.com/TutoDraw Instagram : http://www.instagram.com/TutoDraw MUSIC : : Render,Prism License: http://bit.ly/CCAttribution A Creative Commons Attribution License (CC BY) Jordan Molina 2015
Views: 21103144 TutoDraw
Google Test Automation Conference - 11/11/2015
 
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https://developers.google.com/google-test-automation-conference/2015/ GTAC 2015 will be held at the Google office in Cambridge Massachusetts, on November 10th and 11th, 2015. We will be choosing a diversity of attendees and presenters from industry and academia. The talks will focus on trends we are seeing in industry combined with compelling talks on tools and infrastructure that can have a direct impact on our products. We are committed towards creating a conference that is focused for engineers by engineers. In GTAC 2015 we want to continue to encourage the strong trend toward the emergence of test engineering as a computer science discipline across companies and academia alike.
Views: 8586 GoogleTechTalks