{"id":748,"date":"2018-06-21T12:35:31","date_gmt":"2018-06-21T09:35:31","guid":{"rendered":"http:\/\/kusuaks7\/?p=353"},"modified":"2025-12-29T16:17:32","modified_gmt":"2025-12-29T16:17:32","slug":"expert-interview-dr-rich-huebner-on-big-data-and-its-impact","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/bigdata-cloud\/expert-interview-dr-rich-huebner-on-big-data-and-its-impact\/","title":{"rendered":"Expert Interview – Dr. Rich Huebner On Big Data And Its Impact"},"content":{"rendered":"\t\t
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\n\t\t\t\t\t\t\t\t\tExperfy: Could you tell us a little about yourself and what you have done?<\/i><\/b>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tDr. Huebner:<\/strong> I\u2019ve spent the last 25 years of my career as a data guru. My background is fairly diverse. I have worked with a variety of industries – healthcare, medical devices, manufacturing and ten years teaching computer science and information systems full time at several colleges and universities.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tMy work has been focused on database design and database administration, architecture, analysis and mining primarily. I\u2019ve always been fascinated by the challenges that data brings forward – from how to integrate disparate data sources into a warehouse to cleaning up data or helping someone extract insights from their data.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tIt\u2019s worth the challenges because when other people can see value in their data and make use out of it to improve some process or improve productivity, I recognize that my work has added value for them.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tI enjoy teaching and coaching others around data-related topics, and helping people understand a bit more about their business.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tI work for one of the largest learning organizations \u2013 Houghton Mifflin Harcourt. Our data services team focuses on helping school districts make sense of their data through our custom data insight platform, which is now in a prototyping phase. It\u2019s an incredibly exciting and challenging opportunity to help districts gain insight into their students, with the end goal of improving student achievement and success.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tIn one of my previous roles, I was able to lead a Tableau Server and Tableau Desktop implementation that enabled new ways of analyzing operations, customer service, and sales data.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tToday, that particular operations department uses Tableau to help them discover and solve problems, and even identify opportunities.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tExperfy: Wow, that\u2019s awesome. Which emerging technology do you think will redefine industries and create a massive impact?<\/i><\/b>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tDr. Huebner:<\/strong> Advances in cloud technology will continue to make it easier to capture and analyze our data and provide the infrastructure for gaining new insights for decision-makers.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tA combination of AI, machine learning, and data science has taken the industry by storm, and organizations will find ways to integrate these technologies into their businesses. Some industries and sectors could gain significant benefit from this, including manufacturing and education.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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For K-12 education, these technologies could help move the needle and make a considerable impact on school districts which are, in many cases, struggling to use and analyze the data they have.<\/p>

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There is an entire field devoted explicitly to investigating and developing analytical methods, tools, and approaches for education \u2013 both K-12 and higher education \u2013 called learning analytics<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\n\t\t\t\t\t\t\t\t\tThis area has the potential to have a very significant impact on student growth and achievement, using predictive analytics. Predictive methods can help us identify at-risk students (at-risk for not graduating, or at-risk for not succeeding on an assessment, and so forth) like this data science project on Experfy to build an algorithm to predict student performance.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tExperfy: We too definitely believe that data can impact the education industry drastically. So do you think it is important for professionals today to reskill\/ upskill themselves with emerging technologies?<\/i><\/b>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tDr. Huebner:<\/strong> It\u2019s critical to stay up-to-date in your profession. It\u2019s evident that one person cannot be an expert in all areas, so each of us specializes in something.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tReskilling and upskilling<\/a> can include formal and informal courses as well as on-the-job training.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\nIt could be a combination of online coursework through a college or university, and micro-learning through places like Experfy<\/a>.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tOur data services team at HMH gets together a few times a month for knowledge sharing and training on various technologies like Tableau, SQL, and Python. Even within areas like analytics and data science, there are opportunities to continually educate yourself because there are always new advances in the algorithms, approaches, and tools.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tExperfy: How do you think this will help them grow their careers?<\/i><\/b>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tDr. Huebner:<\/strong> I think people that are data scientists and aspiring data scientists need both breadth and depth of knowledge.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tHaving expertise in some area, while having a broad-based understanding of other approaches, I believe, will serve people well. I\u2019ll give you an example.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tWhile I understand the breadth of algorithms available for classification, there\u2019s one particular area that I\u2019ve developed much more expertise in and that is random forests<\/b><\/a>. I appreciate that random forests can often provide a very high degree of predictive accuracy as compared to other methods, for certain types of data.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tIn some cases, having a certification will also set you apart \u2013 which also demonstrates that you have specialized knowledge in some area of technology.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tKeeping up with advances in a particular area could provide an opportunity to take that emerging technology and apply it at work \u2013 perhaps a new, more efficient algorithm is developed that cuts processing time in half. That could be a way to improve productivity or provide results to a customer much more quickly.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tExperfy: Which other technologies do you recommend that millennial need to catch up with?<\/i><\/b>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tDr. Huebner:<\/strong> There are so many to choose from, but here are a few that are certainly going to be disruptive and have tremendous impact on business. Blockchain \u2013 the technology behind bitcoin and cryptocurrency \u2013 is technology that will impact many areas including digital transactions, intellectual property and copyright, and applications in healthcare, manufacturing, and perhaps even educational data regarding privacy and security.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tBlockchain is already having a tremendous impact \u2013 so there are a lot of opportunities to get involved and learn about it.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tInnovations in deep learning will continue to grow. New hardware is being developed specifically for deep learning so that we will see improvements in development and processing of data specifically for deep learning applications. AI is also an avenue that is already having a significant impact on businesses \u2013 so learning as much as you can about it will be beneficial as you grow your career. You can attend meetups and conferences to network with others and learn something new.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t(Check out our expert courses on Blockchain, <\/i>here<\/i><\/a>)\u00a0<\/i>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tExperfy: Definitely. In fact, we\u2019re also working on offering more blockchain courses to our subscribers – with your help! Anything else that you\u2019d like to add?\u00a0<\/i><\/b>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tDr. Huebner:<\/strong> We live in an exciting time where there are constant advances in technology \u2013 to the point where it can be challenging to keep up with them. Whichever path you choose \u2013 be it data visualization, data science, analytics, machine learning, and so on, be sure to read a lot, stay up-to-date with what\u2019s going on in your industry.\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tIt is important to make time for your professional development and learning.\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\tLike Dr. Huebner said, blockchain is all set to impact all the industries. So if you\u2019ve been in two minds about learning what it is all about, it\u2019s time to take action!\n

Explore expert courses by Dr. Huebner on Experfy, today<\/i><\/b><\/a>.\u00a0<\/i><\/b><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

Big Data has been the talk of the technological and business world for a while now. While we already see many businesses leveraging from it and its impact on processes, we decided to bring forward an expert opinion on Big Data. Here’s our conversation with Dr. Rich Huebner on the same. <\/p>\n","protected":false},"author":790,"featured_media":3989,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"content-type":"","footnotes":""},"categories":[187],"tags":[122,94],"ppma_author":[1921],"class_list":["post-748","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bigdata-cloud","tag-big-data","tag-data-science"],"authors":[{"term_id":1921,"user_id":790,"is_guest":0,"slug":"rich-huebner","display_name":"Rich Huebner","avatar_url":"https:\/\/secure.gravatar.com\/avatar\/?s=96&d=mm&r=g","user_url":"","last_name":"Huebner","first_name":"Rich","job_title":"","description":"Dr. Rich Huebner has 25 years experience with data design, data architecture, and analytics. He worked for large multinational organizations in healthcare, medical devices, and education; he's also an adjunct faculty member in multiple Universities. He holds two graduate degrees in Information Systems & Management with a Ph.D. in IT."}],"_links":{"self":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/748","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/users\/790"}],"replies":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/comments?post=748"}],"version-history":[{"count":4,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/748\/revisions"}],"predecessor-version":[{"id":38261,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/posts\/748\/revisions\/38261"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media\/3989"}],"wp:attachment":[{"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/media?parent=748"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/categories?post=748"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/tags?post=748"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/www.experfy.com\/blog\/wp-json\/wp\/v2\/ppma_author?post=748"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}