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Doing so is likely to cause unexpected errors. You cannot request online predictions from models outside of Cloud ML Engine, so there is no option to override the default runtime version in your request.
The default runtime version set for a model version cannot be changed. To specify a different runtime version for a model version, deploy a new version using the same training artifacts that you used initially. Google Cloud Platform uses zones and regions to define the geographic locations of physical computing resources. Cloud ML Engine uses regions to designate its processing. When you deploy a model for prediction, you specify the default region that you want prediction to run in.
When you start a batch prediction job, you can specify a region to run the job in, overriding the default region. Online predictions are always served from the region set when the model was created.
Batch prediction generates job logs that you can view on Stackdriver Logging. You can also get logs for online prediction requests if you configure your model to generate them when you create it.
You can set online prediction logging for a model by setting onlinePredictionLogging to true (True in Python) in the Model resource you use when creating your model with projects. If you use the gcloud command-line tool to create your model, include the --enable-logging flag when you run gcloud ml-engine models create. You can request batch prediction using a model that you haven't deployed to the Cloud ML Engine service. Instead of specifying a model or version name, you can use the URI of a Google Cloud Storage location where the model you want to run is stored.
Because an undeployed model doesn't have an established default runtime version, you should explicitly set it in your job request. If you don't, Cloud ML Engine will use the latest stable runtime version. In all other ways, a batch prediction job using an undeployed model behaves as any other batch job. You can use the Cloud ML Engine prediction service to host your models that are in production, but you can also use it to test your models.
Traditionally, model testing is the step before preparing to deploy a machine learning solution. The purpose of a test pass is to test your model in an environment that's as close to the way that it will be used in real-world situations. Remember that you can have multiple versions of a model concurrently deployed on the service. That means you can have multiple revisions of your model in testing at once if you need to.
It also makes it easy to have a production version of the model deployed while testing the next revision.Growth will be stimulated by sustained improvements in the accuracy of indoor navigation over the medium term. Precise indoor navigation's potential is significant, is likely to benefit most vertical sectors, and have impacts on government, businesses and consumers alike. Click here to view the infographicTV advertising in the US: flat is the new up.
Deloitte Global predicts that US TV advertising revenue in 2017 will be flat with 2016. For an industry widely thought to be following the sharply negative trend of other traditional media, flat is the new up. Although traditional TV advertising is not growing as rapidly as it used to and is losing share to digital, it still remains an important advertising medium. Click here to view the infographicHave we reached peak tablet.
In 2017, we predict that sales of tablets will be fewer than 160 million units, suggesting that we have passed the peak demand for these devices. Tellingly, there is no dominant compelling use case for these devices. Across a range of online activities, tablets have their fans, but there is no single activity where tablets are the preferred device. Click here to view the infographicVinyl: the billion-dollar nostalgic niche.
Today, for many buyers, the record has become a collectible, a memento, a proudly physical format and an expression of individuality in an increasingly digital world.
Click here to view the infographicIT-as-a-Service: the half trillion dollar 'niche'. For many enterprises, large and small, IT-as-a-Service is appealing for several reasons. It avoids significant capital expenditures and provides a predictable expense based on actual use which is easily scaled up or down, based on business needs.
Click here to view the infographicEach year, Predictions authors look back on the previous year to score how well we did with our Predictions. This video focuses on the hottest Predictions topic from 2016: virtual reality. Watch the video to learn more. In his global role, Paul has authored over 80 TMT reports includi. He is a globally recognized speaker and expert on the forecasting of consumer and enterprise technology.
DTTL does not provide services to clients. Future of Mobility Learn how this new reality is coming together and what it will mean for you and your industry. How could consumer habits change. They reveal the perspectives gained from hundreds of conversations with industry leaders, and thousands of consumer interviews across the globe.
Summaries: Global Predictions 2017 Prints charming: biometric security reaches the billions Prints charming: biometric security reaches the billions. Each year, Predictions authors look back on the previous year to score how well we did with our Predictions.
Previous predictions Access the collection of previous TMT Predictions. But what does 2018 have up its sleeves for Apple fans.
Well, here at Macworld we've donned our prognostication hats, investigated every rumour and trend we could find, all to bring you our predictions for 2018. Let's start with a really quick overview of what's happened in 2017.
It's been busy, that's for sure. In January, Apple released its first updates of the year, but these were software. The company made big improvements to its music apps Garageband and Logic Pro X.
Then, in March of 2017, Apple hosted an event to show off a few new products that it had been keeping up its sleeve:In June, at WWDC 2017, Apple had several major announcements to share with us. As expected, Apple unveiled macOS High Sierra and iOS 11 (we share more information on those below), but more of a surprise were the following from the company:Apple also teased the launch of a new Mac Pro, which is expected in 2018. The updated Macs and iPads are available now, but we talk more about the all new iMac Pro and HomePod here, as well as the upcoming Mac Pro model.
Then on 12 September, in another special event we saw updates to the iPhone, Apple Watch and Apple TV, as well as final versions of iOS 11 and High Sierra.More perhaps a consolidation in SOE brands is due.
Comments Pedro says: January 8, 2017 at 12:51 In a few year China will be able to end the mandate for foreign automakers to form Joint Ventures with local manufacturers if they want to produce cars in China and avoid the high import duties. Reply Let me know what you think of this article. Some ToolsProvided by FantasyPros links open in new tabsSome ToolsProvided by FantasyPros links open in new tabsSome ToolsProvided by FantasyPros links open in new tabsSome ToolsProvided by FantasyPros links open in new tabsSome ToolsProvided by FantasyPros links open in new tabsSome ToolsProvided by FantasyPros links open in new tabsSome tools by FantasyPros opens in new tabSome tools by FantasyPros opens in new tabSome tools by FantasyPros opens in new tabSome tools by FantasyPros opens in new tabWith a very low percentage of the public still alive in survivor pools, here's how our NFL Survivor Picks customers are doing so far this year.
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We currently publish over 200,000 pages of projections, stats, rankings, and odds. Thousands of sports bettors and office pool players use our premium services to get an edge, and our data is referenced by the country's top sports media outlets. Whether you watch, wager on, or work in sports, TeamRankings provides the numbers you need to get smart about the game.
NFL Survivor Picks Customized picks for survivor, suicide, and knockout pools. From the Blog Midseason Performance Update: NFL Survivor Picks With a very low percentage of the public still alive in survivor pools, here's how our NFL Survivor Picks customers are doing so far this year. Arguing that model uncertainty and instability seriously impair the forecasting ability of individual predictive regression models, we recommend combining individual forecasts.
Combining delivers statistically and economically significant out-of-sample gains relative to the historical average consistently over time. Most users should sign in with their email address.
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An index futures contract binds the parties to an agreed value for the underlying index at a specified future date. Fair Value of an Index Future Although index futures are closely correlated to the underlying index, they are not identical.
An investor in index futures does not receive (if long) or owe (if short) dividends on the stocks in the index, unlike an investor who buys or sells short the component stocks or an exchange-traded fund that tracks the index. The index futures price must equal the underlying index value only at expiration.
At any other time, the futures contract has a fair value relative to the index, which reflects the expected dividends forgone (a deduction from the index value) and the financing cost for the difference between the initial margin and the principal amount of the contract (an addition) between the trade date and expiration. When interest rates are low, the dividend adjustment outweighs the financing cost, so fair value for index futures is typically lower than the index value.Offer trial versions Likewise if you allow people to test your service for a short amount of time, or let them try a simpler version of your product at a cheaper or freemium price, it gets more people discussing your product.
Contact details For offline products, that can't reach their customers after a sale has been made, make it as easy as possible for customers to get in touch with you. Referral offers Having people review your product earns you a silver medal, but having people bring you extra sales is the only way to get gold. Get profiles Consider the places your customers would go online to write reviews (or cheat and search for where your competitors have them) and make sure you have a profile on that site.
Snag local profiles Get local listings on Yelp, Qype, Brownbook and more. Stickers Qype, Ciao and other review websites have stickers that brands can display in their store, and badges they can use on websites that ask people to review the product. Add these where possible, and include them on leaflets and email drops as further review sources. Give me something new Any product without a great USP doesn't really deserve to be talked about.
If you create something interesting it naturally encourages debate and reviews. Give me what I want If people ask your company to make changes to a product or service then compile the results and add the most requested features. If customers feel their input has been acknowledged they are more likely to tell others.
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And my favourite: 20. Published 10 October, 2011 by Mike Essex Mike Essex is Online Marketing Manager at Koozai Ltd and a contributor to Econsultancy. Email Password Email Email address Your name First name Last name Your work Company Job title Country Please select a country. Wallis and Futuna Western Sahara Yemen Zambia Zimbabwe Password Receive the Daily Pulse Send me notifications of follow up comments Save or Cancel Nick Stamoulis Allowing consumers to post reviews directly to your site is both good and bad.
Liz Broomfield Good ideas here. Laura Galyer, Marketing Director, EMEA, APAC, South America at Sensus This is a really interesting post Mike. Kathy Anderson We use the third-party site Ratepoint to collect our reviews.
Seeing all of these steps at a glance is helpful. Wallis and Futuna Western Sahara Yemen Zambia Zimbabwe Password Receive the Daily Pulse Send me notifications of follow up comments Save or Cancel Insight delivered directly to your inbox Our market-leading Digital Pulse newsletter is an invaluable source for digital and ecommerce analysis, inspiration and learning.
Get more just like this, delivered to your inbox. Keep up to date with the latest analysis, inspiration and learning from the Econsultancy blog with our free Digital Pulse newsletter.Ning Create a Ning Network.
Sign Upor Sign In Posted by Jennie Brandmiller on March 17, 2017 at 20:50 0 Comments 0 Likes Posted by Jennie Brandmiller on March 8, 2017 at 7:01 0 Comments 0 Likes Posted by Jennie Brandmiller on September 28, 2016 at 7:59 0 Comments 0 Likes Added by Jennie Brandmiller 0 Comments 0 Likes PREVIEW is an acronym of PREVention of diabetes through lifestyle Intervention and population studies in Europe and around the World.
The primary goal of PREVIEW is to identify the most efficient lifestyle pattern for the prevention of type-2 diabetes in a population of pre-diabetic overweight or obese individuals. The project comprises two distinct lines of evidence, both embracing European and overseas countries:1) A multicentre, clinical randomized intervention trial with a total of 2,500 pre-diabetic participants, including children and adolescents, adults and elderly.
The duration will be 3 years for the adults and elderly, and 2 years for the children and adolescents. Focus in both lines of evidence will be on diet (specifically protein and glycemic index) and intensity of physical activity, as well as their interaction with the lifestyle factors, habitual stress and sleeping pattern as well as behavioural, environmental, cultural, and socioeconomic variables.
PREVIEW will significantly increase our knowledge on how specific lifestyle factors can help preventing type-2 diabetes. The strategic impact of PREVIEW concerns the massive problems associated with the global diabesity epidemic (obesity and type-2 diabetes) and therefore includes partners from Europe (East, West, North and South) and Australia, New Zealand, and Canada.
PREVIEW will thereby contribute to improving health over the life-span of the population in Europe as well as worldwide. Overall the public health and socioeconomic impact of PREVIEW is expected to be very significant. The project is led by Professor Anne Raben from the University of Copenhagen and there are 15 partners in the consortium. The project will run for 6 years starting in January 2013.
Project full title: PREVention of diabetes through lifestyle Intervention and population studies in Europe and around the WorldType of project: Collaborative project, large-scale integrating projectTheme: KBBE.
Click on the image to see the video. Click here for similar videos. In the context of World Diabetes Day 2016 (WDD 2016), which is celebrated annually on 14 November, Prof Anne Raben highlights in this video the importance of lifestyle interventions in diabetes management and talks about the PREVIEW Project.
Mikael Fogelholm, professor of nutrition, and leader of work package 1 in the preview project has been awarded the J. Snellman award, for outstanding efforts in disseminating scholarly knowledge. Watch the TED X presentation of Preview Partner Anita Vregugdenhil at the TEDxMaastricht. This Project is funded by the European Union. The project comprises two distinct lines of evidence, both embracing European and overseas countries: 1) A multicentre, clinical randomized intervention trial with a total of 2,500 pre-diabetic participants, including children and adolescents, adults and elderly.
Project acronym: PREVIEW Project full title: PREVention of diabetes through lifestyle Intervention and population studies in Europe and around the World Type of project: Collaborative project, large-scale integrating project Theme: KBBE. Please check your browser settings or contact your system administrator.Professora Alessandra, Idealizadora do Projeto Meio Ambiente Reciclado com alunos do 6° ao 9° ano
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