IBM Brings Machine Learning to the Private Cloud

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SySAdmin
Posted
February 15, 2017
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1143

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Page 1
<HTML>
<HEAD>
<META http-equiv="Content-Type" content="text/html; charset=UTF-8">
<meta content="text/html; charset=utf-8" http-equiv="Content-Type">
<style type="text/css">
          .xn-newslines .xn-distributor{
          display:none;
          }
          .xn-newslines .xn-dateline{
          display:none;
          }
         
      /* /\/\/\/\/\/\/\/\/ CLIENT-SPECIFIC STYLES /\/\/\/\/\/\/\/\/ */
        #outlook a{padding: 0;} /* Force Outlook to provide a "view in browser" message */
        .ReadMsgBody{width: 100%;} .ExternalClass{width: 100%;} /* Force Hotmail to display emails at full width */
        .ExternalClass, .ExternalClass p, .ExternalClass span, .ExternalClass font, .ExternalClass td, .ExternalClass div {line-height: 100%;} /* Force Hotmail to display normal line spacing */
        body, table, td, p, a, li, blockquote{-webkit-text-size-adjust: 100%; -ms-text-size-adjust: 100%;} /* Prevent WebKit and Windows mobile changing default text sizes */
        table, td{mso-table-lspace: 0pt; mso-table-rspace: 0pt;} /* Remove spacing between tables in Outlook 2007 and up */
        img{-ms-interpolation-mode: bicubic;} /* Allow smoother rendering of resized image in Internet Explorer */

        /* /\/\/\/\/\/\/\/\/ RESET STYLES /\/\/\/\/\/\/\/\/ */
        body{margin: 0; padding: 0;}
        img{border: 0; height: auto; line-height: 100%; outline: none; text-decoration: none;}
        table{border-collapse: collapse !important;}
        body, #bodyTable, #bodyCell{height: 100% !important; margin: 0; padding: 0; width: 100% !important;}

        /* /\/\/\/\/\/\/\/\/ TEMPLATE STYLES /\/\/\/\/\/\/\/\/ */

        /* ========== Page Styles ========== */

        #bodyCell{padding: 20px;}
        #templateContainer{
            width: 600px;
            background-color: #ffffff;
        }

            /**
            * @tip Set the background color and top border for your email. You may want to choose colors that match your company's branding.
            * @theme page
            */
            body, #bodyTable{
                background-color: #DEE0E2;
            }

            /**
            * @tip Set the background color and top border for your email. You may want to choose colors that match your company's branding.
            * @theme page
            */
            #bodyCell{
                border-top: 4px solid #BBBBBB;
            }

            /**
            * @tip Set the border for your email.
            */
            #templateContainer{
                border: 1px solid #BBBBBB;
            }

            /**
            * @tip Set the styling for all first-level headings in your emails. These should be the largest of your headings.
            * @style heading 1
            */
            h1{
                color: #404040 !important;
                display: block;
                font-family: Helvetica;
                font-size: 26px;
                font-style: normal;
                font-weight: bold;
                line-height: 100%;
                letter-spacing: normal;
                margin-top: 0;
                margin-right: 0;
                margin-bottom: 10px;
                margin-left: 0;
                text-align: left;
            }

            /**
            * @tip Set the styling for all second-level headings in your emails.
            * @style heading 2
            */
            h2{
                color: #404040 !important;
                display: block;
                font-family: Helvetica;
                font-size: 20px;
                font-style: normal;
                font-weight: bold;
                line-height: 100%;
                letter-spacing: normal;
                margin-top: 0;
                margin-right: 0;
                margin-bottom: 10px;
                margin-left: 0;
                text-align: left;
            }

            /**
            * @tip Set the styling for all third-level headings in your emails.
            * @style heading 3
            */
            h3{
                color: #3d98c6 !important;
                display: block;
                font-family: Helvetica;
                font-size: 16px;
                font-weight: normal;
                line-height: 100%;
                letter-spacing: normal;
                margin-top: 0;
                margin-right: 0;
                margin-bottom: 10px;
                margin-left: 0;
                text-align: left;
            }

            /**
            * @tip Set the styling for all fourth-level headings in your emails. These should be the smallest of your headings.
            * @style heading 4
            */
            h4{
                color: #808080 !important;
                display: block;
                font-family: Helvetica;
                font-size: 14px;
                font-weight: normal;
                line-height: 100%;
                letter-spacing: normal;
                margin-top: 0;
                margin-right: 0;
                margin-bottom: 10px;
                margin-left: 0;
                text-align: left;
            }

            h4.subtitle {
              color: #808080 !important;
              font-size: 14px;
            }

            /* ========== Header Styles ========== */

            /**
            * @tip Set the background color and bottom border for your email's preheader area.
            * @theme header
            */
            #templatePreheader{
                background-color: #F4F4F4;
                border-bottom: 1px solid #CCCCCC;
            }

            /**
            * @tip Set the styling for your email's preheader text. Choose a size and color that is easy to read.
            */
            .preheaderContent{
                color: #808080;
                font-family: Helvetica;
                font-size: 10px;
                line-height: 125%;
                text-align: left;
            }

            /**
            * @tip Set the styling for your email's preheader links. Choose a color that helps them stand out from your text.
            */
            .preheaderContent a:link, .preheaderContent a:visited, /* Yahoo! Mail Override */ .preheaderContent a .yshortcuts /* Yahoo! Mail Override */{
                color: #606060;
                font-weight: normal;
                text-decoration: underline;
            }

            /**
            * @tip Set the background color and borders for your email's header area.
            * @theme header
            */
            #templateHeader{
                background-color: #F4F4F4;
                border-top: 1px solid #FFFFFF;
                border-bottom: 1px solid #CCCCCC;
            }

            /**
            * @tip Set the styling for your email's header text. Choose a size and color that is easy to read.
            */
            .headerContent{
                color: #505050;
                font-family: Helvetica;
                font-size: 20px;
                font-weight: bold;
                line-height: 100%;
                padding-top: 0;
                padding-right: 0;
                padding-bottom: 0;
                padding-left: 0;
                text-align: left;
                vertical-align: middle;
            }

            /**
            * @tip Set the styling for your email's header links. Choose a color that helps them stand out from your text.
            */
            .headerContent a:link, .headerContent a:visited, /* Yahoo! Mail Override */ .headerContent a .yshortcuts /* Yahoo! Mail Override */{
                color: #3d98c6;
                font-weight: normal;
                text-decoration: underline;
            }

            #headerImage{
                height: auto;
                max-width: 600px;
            }

            #socialShare img {
                margin-right: 3px;
            }

            /* ========== Body Styles ========== */

            /**
            * @tip Set the background color and borders for your email's body area.
            */
            #templateBody{
                background-color: #FFFFFF;
                border-top: 1px solid #FFFFFF;
                /*border-bottom: 1px solid #CCCCCC;*/
            }

            /**
            * @tip Set the styling for your email's main content text. Choose a size and color that is easy to read.
            * @theme main
            */
            .bodyContent{
                color: #505050;
                font-family: Helvetica;
                font-size: 16px;
                line-height: 150%;
                padding-top: 20px;
                padding-right: 20px;
                padding-bottom: 20px;
                padding-left: 20px;
                text-align: left;
            }

            /**
            * @tip Set the styling for your email's main content links. Choose a color that helps them stand out from your text.
            */
            .bodyContent a:link, .bodyContent a:visited, /* Yahoo! Mail Override */ .bodyContent a .yshortcuts /* Yahoo! Mail Override */{
                color: #3d98c6;
                font-weight: normal;
                text-decoration: underline;
            }

            .bodyContent img{
                display: inline;
                height: auto;
                max-width: 560px;
            }

            /**
            * @tip Set the background color and border for your email's data table.
            */
            .templateDataTable{
                background-color: #FFFFFF;
            }

            .templateDataTable a:link {
                text-decoration: none;
                color: #3d98c6;
            }

            /**
            * @tip Set the styling for your email's data table text. Choose a size and color that is easy to read.
            */
            .dataTableHeading{
                /*background-color: #E7F1FC;*/
                color: #336699;
                font-family: Helvetica;
                font-size: 14px;
                font-weight: bold;
                line-height: 150%;
                text-align: left;
            }

            /**
            * @tip Set the styling for your email's data table links. Choose a color that helps them stand out from your text.
            */
            .dataTableHeading a:link, .dataTableHeading a:visited, /* Yahoo! Mail Override */ .dataTableHeading a .yshortcuts /* Yahoo! Mail Override */{
                color: #FFFFFF;
                font-weight: bold;
            }

            /**
            * @tip Set the styling for your email's data table text. Choose a size and color that is easy to read.
            */
            .dataTableContent{
                border-top: 1px solid #DDDDDD;
                border-bottom: 0;
                color: #404040;
                font-family: Helvetica;
                font-size: 12px;
                line-height: 150%;
                text-align: left;
            }

            /**
            * @tip Set the styling for your email's data table links. Choose a color that helps them stand out from your text.
            */
            .dataTableContent a:link, .dataTableContent a:visited, /* Yahoo! Mail Override */ .dataTableContent a .yshortcuts /* Yahoo! Mail Override */{
                color: #3d98c6;
                font-weight: bold;
            }

            /* ========== Column Styles ========== */

            .templateColumnContainer{width: 200px;}

            /**
            * @tip Set the background color and borders for your email's column area.
            */
            #templateColumns{
                background-color: #F4F4F4;
                border-top: 1px solid #FFFFFF;
                border-bottom: 1px solid #CCCCCC;
            }

            /**
            * @tip Set the styling for your email's left column content text. Choose a size and color that is easy to read.
            */
            .leftColumnContent{
                color: #505050;
                font-family: Helvetica;
                font-size: 14px;
                line-height: 150%;
                padding-top: 0;
                padding-right: 20px;
                padding-bottom: 20px;
                padding-left: 20px;
                text-align: left;
            }

            /**
            * @tip Set the styling for your email's left column content links. Choose a color that helps them stand out from your text.
            */
            .leftColumnContent a:link, .leftColumnContent a:visited, /* Yahoo! Mail Override */ .leftColumnContent a .yshortcuts /* Yahoo! Mail Override */{
                color: #3d98c6;
                font-weight: normal;
                text-decoration: underline;
            }

            /**
            * @tip Set the styling for your email's center column content text. Choose a size and color that is easy to read.
            */
            .centerColumnContent{
                color: #505050;
                font-family: Helvetica;
                font-size: 14px;
                line-height: 150%;
                padding-top: 0;
                padding-right: 20px;
                padding-bottom: 20px;
                padding-left: 20px;
                text-align: left;
            }

            /**
            * @tip Set the styling for your email's center column content links. Choose a color that helps them stand out from your text.
            */
            .centerColumnContent a:link, .centerColumnContent a:visited, /* Yahoo! Mail Override */ .centerColumnContent a .yshortcuts /* Yahoo! Mail Override */{
                color: #3d98c6;
                font-weight: normal;
                text-decoration: underline;
            }

            /**
            * @tip Set the styling for your email's right column content text. Choose a size and color that is easy to read.
            */
            .rightColumnContent{
                color: #505050;
                font-family: Helvetica;
                font-size: 14px;
                line-height: 150%;
                padding-top: 0;
                padding-right: 20px;
                padding-bottom: 20px;
                padding-left: 20px;
                text-align: left;
            }

            /**
            * @tip Set the styling for your email's right column content links. Choose a color that helps them stand out from your text.
            */
            .rightColumnContent a:link, .rightColumnContent a:visited, /* Yahoo! Mail Override */ .rightColumnContent a .yshortcuts /* Yahoo! Mail Override */{
                color: #3d98c6;
                font-weight: normal;
                text-decoration: underline;
            }

            .leftColumnContent img, .rightColumnContent img{
                display: inline;
                height: auto;
                max-width: 260px;
            }

            /* ========== Footer Styles ========== */

            /**
            * @tip Set the background color and borders for your email's footer area.
            * @theme footer
            */
            #templateFooter{
                background-color: #F4F4F4;
                border-top: 1px solid #FFFFFF;
            }

            /**
            * @tip Set the styling for your email's footer text. Choose a size and color that is easy to read.
            * @theme footer
            */
            .footerContent{
                color: #808080;
                font-family: Helvetica;
                font-size: 10px;
                line-height: 150%;
                padding-top: 20px;
                padding-right: 20px;
                padding-bottom: 20px;
                padding-left: 20px;
                text-align: left;
            }

            .footerContent.social, .footerContent.social h4 {
                text-align: center;
            }

            .footerContent.social a {
                margin: 0 10px;
            }

            /**
            * @tip Set the styling for your email's footer links. Choose a color that helps them stand out from your text.
            */
            .footerContent a:link, .footerContent a:visited, /* Yahoo! Mail Override */ .footerContent a .yshortcuts, .footerContent a span /* Yahoo! Mail Override */{
                color: #606060;
                font-weight: normal;
                text-decoration: underline;
            }

            /* /\/\/\/\/\/\/\/\/ MOBILE STYLES /\/\/\/\/\/\/\/\/ */

            @media only screen and (max-width: 480px){
                /* /\/\/\/\/\/\/ CLIENT-SPECIFIC MOBILE STYLES /\/\/\/\/\/\/ */
                body, table, td, p, a, li, blockquote{-webkit-text-size-adjust: none !important;} /* Prevent Webkit platforms from changing default text sizes */
                body{width: 100% !important; min-width: 100% !important;} /* Prevent iOS Mail from adding padding to the body */

                /* /\/\/\/\/\/\/ MOBILE RESET STYLES /\/\/\/\/\/\/ */
                #bodyCell{padding: 10px !important;}

                /* /\/\/\/\/\/\/ MOBILE TEMPLATE STYLES /\/\/\/\/\/\/ */

                /* ======== Page Styles ======== */

                /**
                * @tip Make the template fluid for portrait or landscape view adaptability. If a fluid layout doesn't work for you, set the width to 300px instead.
                */
                #templateContainer{
                    max-width: 600px !important;
                    width: 100% !important;
                }

                /**
                * @tip Make the first-level headings larger in size for better readability on small screens.
                */
                h1{
                    font-size: 24px !important;
                    line-height: 100% !important;
                }

                /**
                * @tip Make the second-level headings larger in size for better readability on small screens.
                */
                h2{
                    font-size: 20px !important;
                    line-height: 100% !important;
                }

                /**
                * @tip Make the third-level headings larger in size for better readability on small screens.
                */
                h3{
                    font-size: 18px !important;
                    line-height: 100% !important;
                }

                /**
                * @tip Make the fourth-level headings larger in size for better readability on small screens.
                */
                h4{
                    font-size: 16px !important;
                    line-height: 100% !important;
                }

                /* ======== Header Styles ======== */

                #templatePreheader{display: none !important;} /* Hide the template preheader to save space */

                /**
                * @tip Make the main header image fluid for portrait or landscape view adaptability, and set the image's original width as the max-width. If a fluid setting doesn't work, set the image width to half its original size instead.
                */
                #headerImage{
                    height: auto !important;
                    max-width: 600px !important;
                    width: 100% !important;
                }

                /**
                * @tip Make the header content text larger in size for better readability on small screens. We recommend a font size of at least 16px.
                */
                .headerContent{
                    font-size: 20px !important;
                    line-height: 125% !important;
                }

                /* ======== Body Styles ======== */

                /**
                * @tip Make the body content text larger in size for better readability on small screens. We recommend a font size of at least 16px.
                */
                .bodyContent{
                    font-size: 18px !important;
                    line-height: 125% !important;
                }

                .templateDataTableContainer {
                    background-color: #ffffff;
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<h1 class="xn-hedline">IBM Brings Machine Learning to the Private Cloud</h1>

<h2 class="xn-hedline">First to automate creation and training of learning analytic models at the source of high value corporate data, starting with IBM z System Mainframe</h2>

<p class="xn-distributor">PR Newswire</p>

<p class="xn-dateline">ARMONK, N.Y., Feb. 15, 2017</p>
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<p>
<span class="xn-location">ARMONK, N.Y.</span>, Feb. 15,&nbsp;2017 /PRNewswire/ --&nbsp;IBM&nbsp;(NYSE: <a href="http://www.ibm.com/investor" rel="nofollow" target="_blank">IBM</a>) today announced IBM Machine Learning, the first cognitive platform for continuously creating, training and deploying a high volume of analytic models in the private cloud at the source of vast corporate data stores.&nbsp; Even using the most advanced techniques, data scientists &ndash; in shortest supply among today's IT skills<sup>1</sup> &ndash; might spend days or weeks developing, testing and retooling even a single analytic model one step at a time.</p>

<p>IBM has extracted the core machine learning technology from IBM Watson and will initially make it available where much of the world's enterprise data resides: the z System mainframe, the operational core of global organizations where billions of daily transactions are processed by banks, retailers, insurers, transportation firms and governments.</p>

<p>IBM Machine Learning allows data scientists to automate the creation, training and deployment of operational analytic models that will support:</p>

<ul type="disc">

<li>Any language (eg. Scala, Java, Python), </li>

<li>Any popular Machine Learning framework like (eg. Apache SparkML, TensorFlow, H2O) </li>

<li>Any transactional data type </li>

<li>Without the cost, latency or risk of moving data off premise.</li>
</ul>

<p>IBM Machine Learning also for the first time deploys Cognitive Automation for Data Scientists from IBM Research to assist data scientists in choosing the right algorithm for the data by scoring their data against the available algorithms and providing the best match for their needs. The service also considers various circumstances &ndash; such as what the algorithm is needed to do and how fast it needs to produce results. </p>

<p>Clients are beginning to see the value in IBM Machine Learning for z/OS. Argus Health, a DST company, is evaluating this technology to help payers and providers better manage the increasing complexities and optimize outcomes. Argus is testing scenarios applying IBM Machine Learning for z/OS, while exploring creation, training and deployment of applications that can help them better manage pharmacy costs. By using this technology, Argus hopes to continue creating unique solutions that leverage insights from advanced analytics with members across various scenarios including the point of care in both, the doctor's office and the pharmacy.</p>

<p>"Helping our health plan clients achieve the best clinical and financial outcomes by getting the best care delivered at the best price in the most appropriate place is the mission of Argus while focused on the vision of becoming preeminent in providing pharmacy and healthcare solutions," said <span class="xn-person">Marc Palmer</span>, President of Argus Health. "We are excited about the possibilities and the potential we have seen from IBM Machine Learning working in concert with our RxNova claims processing platform, clinical solutions, and applied analytics in creating models that are constantly improving by using new data and enabling real-time results to the benefit of members, their caregivers and physicians."</p>

<p>"Machine Learning and deep learning represent new frontiers in analytics. These technologies will be foundational to automating insight at the scale of the world's critical systems and cloud services," said <span class="xn-person">Rob Thomas</span>, General Manager, IBM Analytics. "IBM Machine Learning was designed leveraging our core <span class="xn-location">Watson</span> technologies to accelerate the adoption of machine learning where the majority of corporate data resides. As clients see business returns on private cloud, they will expand for hybrid and public&nbsp;cloud implementations." </p>

<p>IBM Machine Learning will create a unique opportunity across industries designed to help businesses address the fluid nature of these problems:</p>

<ul type="disc">

<li>In retail, a sales forecasting system must take into account today's market trends, not just those from last month. And, for real-time personalization, it must account for what happened as recently as 1 hour ago. </li>

<li>In financial services, a product recommendation system for a financial advisor or broker must leverage current interests, trends, and market movements, not last months. </li>

<li>In healthcare, personalized healthcare offerings must be tailored to an individual and their unique circumstance. Healthcare and personal fitness devices connected via the Internet of Things (IoT), can be used to collect data on human and machine behavior and interaction. </li>
</ul>

<p>The IBM z Systems mainframe is capable of processing up to 2.5 billion transactions &ndash; the equivalent of roughly 100 Cyber Mondays &ndash; in a single day. IBM Machine Learning for z/OS helps extract greater value from z Systems data without moving the data off of the system for analysis &ndash; helping to minimize latency, costly processing and security risks associated with traditional ETL processes. It continuously analyzes the data and models to provide better predictions and optimization of behavioral models, speeding time to insights. </p>

<p>IBM Machine Learning will first be available on z/OS and will be available for other platforms in the future, including IBM POWER Systems. By deploying IBM Machine Learning on its POWER Systems, clients can leverage machine learning with greater efficiency, higher performance and cost effectiveness along with full data governance.</p>

<p>To learn more about IBM Machine Learning, please visit: <a href="https://ibm.biz/machinelearning" rel="nofollow" target="_blank">https://ibm.biz/machinelearning</a>
</p>

<p>To learn more about the IBM z Systems portfolio, visit <a href="http://www.ibm.com/systems/z/" rel="nofollow" target="_blank">http://www.ibm.com/systems/z/</a> or the IBM Systems <a href="https://www.ibm.com/blogs/systems/" rel="nofollow" target="_blank">blog</a>.</p>

<p>1 McKinsey Global Institute, "Big Data: The next frontier for innovation, competition and productivity," <a href="http://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/big-data-the-next-frontier-for-innovation" rel="nofollow" target="_blank">http://www.mckinsey.com/business-functions/digital-mckinsey/our-insights/big-data-the-next-frontier-for-innovation</a>
</p>

<p>Media Contact:<br>
<span class="xn-person">Joseph Gallo</span>
<br>IBM Media Relations<br>917-421-8834 <br>
<a href="mailto:Jgallo@us.ibm.com" rel="nofollow" target="_blank">Jgallo@us.ibm.com</a>&nbsp;</p>

<p>SOURCE  IBM</p>

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