All Videos Tagged DSC Podcast Series (Data Science Central) - Data Science Central 2020-02-27T11:25:33Z https://www.datasciencecentral.com/video/video/listTagged?tag=DSC+Podcast+Series&rss=yes&xn_auth=no DSC Podcast Series: Automate and Scale Your Decision Making with Analytics tag:www.datasciencecentral.com,2020-02-13:6448529:Video:931035 2020-02-13T06:41:00.686Z Andrei Macsin https://www.datasciencecentral.com/profile/AndreiMacsin <a href="https://www.datasciencecentral.com/video/dsc-podcast-series-automate-and-scale-your-decision-making-with"><br /> <img alt="Thumbnail" height="135" src="https://storage.ning.com/topology/rest/1.0/file/get/3860114616?profile=original&amp;width=240&amp;height=135" width="240"></img><br /> </a> <br></br>Data doesn’t change your organization, decisions do. In this latest Data Science Central podcast you will learn how to operationalize analytics by accelerating the movement of models from experiments to frontline operations so that your business can realize value from your analytics investments. We will show you how you can rapidly deploy… <a href="https://www.datasciencecentral.com/video/dsc-podcast-series-automate-and-scale-your-decision-making-with"><br /> <img src="https://storage.ning.com/topology/rest/1.0/file/get/3860114616?profile=original&amp;width=240&amp;height=135" width="240" height="135" alt="Thumbnail" /><br /> </a><br />Data doesn’t change your organization, decisions do. In this latest Data Science Central podcast you will learn how to operationalize analytics by accelerating the movement of models from experiments to frontline operations so that your business can realize value from your analytics investments. We will show you how you can rapidly deploy operational decisions that automatically define real-time best actions at scale across thousands of daily decisions.<br /> <br /> Speaker:<br /> Alex Ge, Systems Engineer - SAS<br /> <br /> Hosted by:<br /> Rafael Knuth, Contributing Editor - Data Science Central DSC Podcast Series: Machine Learning on the Edge tag:www.datasciencecentral.com,2020-02-13:6448529:Video:931115 2020-02-13T06:40:37.383Z Andrei Macsin https://www.datasciencecentral.com/profile/AndreiMacsin <a href="https://www.datasciencecentral.com/video/dsc-podcast-series-machine-learning-on-the-edge"><br /> <img alt="Thumbnail" height="135" src="https://storage.ning.com/topology/rest/1.0/file/get/3860114308?profile=original&amp;width=240&amp;height=135" width="240"></img><br /> </a> <br></br>Please Join this latest Data Science Central podcast to learn how you can develop machine learning models from an analytics base table and move that model to the edge for the purposes of scoring – or even training. Doing this will help you address latency reductions, security risks, and the potential for the corruption of your real time data. By improving… <a href="https://www.datasciencecentral.com/video/dsc-podcast-series-machine-learning-on-the-edge"><br /> <img src="https://storage.ning.com/topology/rest/1.0/file/get/3860114308?profile=original&amp;width=240&amp;height=135" width="240" height="135" alt="Thumbnail" /><br /> </a><br />Please Join this latest Data Science Central podcast to learn how you can develop machine learning models from an analytics base table and move that model to the edge for the purposes of scoring – or even training. Doing this will help you address latency reductions, security risks, and the potential for the corruption of your real time data. By improving models on the edge, your work will drive more data-driven business decisions faster.<br /> <br /> Speaker:<br /> Lorry Hardt, Principal Solutions Architect - SAS<br /> <br /> Hosted by:<br /> Rafael Knuth, Contributing Editor - Data Science Central DSC Podcast Series: Mixed-Integer Programming: Bringing Decisions to Data Science tag:www.datasciencecentral.com,2020-02-13:6448529:Video:931032 2020-02-13T06:40:07.021Z Andrei Macsin https://www.datasciencecentral.com/profile/AndreiMacsin <a href="https://www.datasciencecentral.com/video/dsc-podcast-series-mixed-integer-programming-bringing-decisions"><br /> <img alt="Thumbnail" height="135" src="https://storage.ning.com/topology/rest/1.0/file/get/3860113813?profile=original&amp;width=240&amp;height=135" width="240"></img><br /> </a> <br></br>This latest Data Science Central podcast traces the history of mixed-integer programming (MIP), noting several parallels with machine learning. In the process, we briefly discuss the impact that MIP has had on a number of application domains. We then talk about how machine learning and optimization can complement each other; the former… <a href="https://www.datasciencecentral.com/video/dsc-podcast-series-mixed-integer-programming-bringing-decisions"><br /> <img src="https://storage.ning.com/topology/rest/1.0/file/get/3860113813?profile=original&amp;width=240&amp;height=135" width="240" height="135" alt="Thumbnail" /><br /> </a><br />This latest Data Science Central podcast traces the history of mixed-integer programming (MIP), noting several parallels with machine learning. In the process, we briefly discuss the impact that MIP has had on a number of application domains. We then talk about how machine learning and optimization can complement each other; the former making predictions about likely future business outcomes, and the latter suggesting appropriate actions to take in order to take advantage of these outcomes.<br /> <br /> Speaker:<br /> Dr. Edward Rothberg, CEO and Co-founder - Gurobi Optimization<br /> <br /> Hosted by:<br /> Rafael Knuth, Contributing Editor - Data Science Central DSC Podcast Series: AI: Extracting the Hidden Value in Unstructured Data tag:www.datasciencecentral.com,2020-02-13:6448529:Video:931029 2020-02-13T06:39:44.005Z Andrei Macsin https://www.datasciencecentral.com/profile/AndreiMacsin <a href="https://www.datasciencecentral.com/video/dsc-podcast-series-ai-extracting-the-hidden-value-in-unstructured"><br /> <img alt="Thumbnail" height="135" src="https://storage.ning.com/topology/rest/1.0/file/get/3860113458?profile=original&amp;width=240&amp;height=135" width="240"></img><br /> </a> <br></br>With the help of Natural Language Processing (NLP), AI solutions can automatically extract critical business insights and emerging trends from large amounts of structured and unstructured content. Join this podcast to hear the benefits and challenges of NLP and understand SAS’ hybrid approach to the technology. You will also learn about… <a href="https://www.datasciencecentral.com/video/dsc-podcast-series-ai-extracting-the-hidden-value-in-unstructured"><br /> <img src="https://storage.ning.com/topology/rest/1.0/file/get/3860113458?profile=original&amp;width=240&amp;height=135" width="240" height="135" alt="Thumbnail" /><br /> </a><br />With the help of Natural Language Processing (NLP), AI solutions can automatically extract critical business insights and emerging trends from large amounts of structured and unstructured content. Join this podcast to hear the benefits and challenges of NLP and understand SAS’ hybrid approach to the technology. You will also learn about use cases.<br /> <br /> Speaker:<br /> Tuba Islam, Data Scientist - SAS<br /> <br /> Hosted by:<br /> Rafael Knuth, Contributing Editor - Data Science Central DSC Podcast Series: Deployment at Scale tag:www.datasciencecentral.com,2020-02-13:6448529:Video:931112 2020-02-13T06:39:22.193Z Andrei Macsin https://www.datasciencecentral.com/profile/AndreiMacsin <a href="https://www.datasciencecentral.com/video/dsc-podcast-series-deployment-at-scale"><br /> <img alt="Thumbnail" height="135" src="https://storage.ning.com/topology/rest/1.0/file/get/3860113026?profile=original&amp;width=240&amp;height=135" width="240"></img><br /> </a> <br></br>Welcome to Data Science Central's three-part Podcast Series sponsored by SAS, entitled, "Addressing Key Challenges to Applying AI in Practice." In this second segment, we will be discussing Deployment at Scale. Too many modern analytics solutions are created only to live short lives in isolation on a single analyst’s desktop. Models are often not developed at scale… <a href="https://www.datasciencecentral.com/video/dsc-podcast-series-deployment-at-scale"><br /> <img src="https://storage.ning.com/topology/rest/1.0/file/get/3860113026?profile=original&amp;width=240&amp;height=135" width="240" height="135" alt="Thumbnail" /><br /> </a><br />Welcome to Data Science Central's three-part Podcast Series sponsored by SAS, entitled, "Addressing Key Challenges to Applying AI in Practice." In this second segment, we will be discussing Deployment at Scale. Too many modern analytics solutions are created only to live short lives in isolation on a single analyst’s desktop. Models are often not developed at scale and thus are not ready to be deployed at scale. Models are often developed on software that is not properly governed and able to support enterprise production use. The costs of moving models from development to production, can be high and the time horizon long. Part 2 of this podcast will focus on how to deploy, support, and scale an IT-enabled, people-driven modern analytics solution by integrating analytical methods into the fabric of your business.<br /> <br /> Speaker: Alex Ge, Systems Engineer - SAS<br /> <br /> Hosted by: Bill Vorhies, Editorial Director - Data Science Central