{"id":20645,"date":"2018-06-30T08:30:57","date_gmt":"2018-06-30T15:30:57","guid":{"rendered":"https:\/\/insidebigdata.com\/?p=20645"},"modified":"2019-07-10T11:17:52","modified_gmt":"2019-07-10T18:17:52","slug":"insidebigdata-ask-data-scientist-series","status":"publish","type":"post","link":"https:\/\/insidebigdata.com\/2018\/06\/30\/insidebigdata-ask-data-scientist-series\/","title":{"rendered":"insideBIGDATA &#8220;Ask a Data Scientist&#8221; Series"},"content":{"rendered":"\n<div class=\"wp-block-image\"><figure class=\"alignright is-resized\"><img decoding=\"async\" loading=\"lazy\" src=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/06\/data-scientist-300x300_insidebigdata.jpg\" alt=\"\" class=\"wp-image-22926\" width=\"162\" height=\"162\" srcset=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/06\/data-scientist-300x300_insidebigdata.jpg 300w, https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/06\/data-scientist-300x300_insidebigdata-150x150.jpg 150w, https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/06\/data-scientist-300x300_insidebigdata-110x110.jpg 110w, https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/06\/data-scientist-300x300_insidebigdata-50x50.jpg 50w\" sizes=\"(max-width: 162px) 100vw, 162px\" \/><\/figure><\/div>\n\n\n\n<p>Welcome to the series of articles sponsored by <a href=\"https:\/\/www.intel.com\/\" target=\"_blank\" rel=\"noopener noreferrer\">Intel<\/a> \u2013 \u201cAsk a Data Scientist\u201d from insideBIGDATA&#8217;s popular <em>Data Science 101<\/em> channel.&nbsp; These articles constitute many of our site&#8217;s most popular resources for newbie data scientists. The 12 articles listed below were from reader submitted questions of varying levels of technical detail and answered by a practicing data scientist \u2013 sometimes by me and other times by an Intel data scientist. We tried to cover common topics that we typically see asked by those transitioning to data science from other fields, or just generally people who are busy retooling for a career in this dynamic field. Enjoy!<\/p>\n\n\n\n<ul><li><a href=\"https:\/\/insidebigdata.com\/2014\/10\/01\/ask-data-scientist-recommender-systems\/\" target=\"_blank\" rel=\"noopener noreferrer\">Recommender Systems <\/a><\/li><li><a href=\"https:\/\/insidebigdata.com\/2014\/10\/15\/ask-data-scientist-curse-dimensionality\/\" target=\"_blank\" rel=\"noopener noreferrer\">Curse of Dimensionality<\/a><\/li><li><a href=\"https:\/\/insidebigdata.com\/2014\/10\/22\/ask-data-scientist-bias-vs-variance-tradeoff\/\" target=\"_blank\" rel=\"noopener noreferrer\">The Bias vs. Variance Tradeoff<\/a><\/li><li><a href=\"https:\/\/insidebigdata.com\/2014\/10\/29\/ask-data-scientist-handling-missing-data\/\" target=\"_blank\" rel=\"noopener noreferrer\">Handling Missing Data<\/a><\/li><li><a href=\"https:\/\/insidebigdata.com\/2014\/10\/29\/ask-data-scientist-handling-missing-data\/\" target=\"_blank\" rel=\"noopener noreferrer\">The Importance of Exploratory Data Analysis<\/a><\/li><li><a href=\"https:\/\/insidebigdata.com\/2014\/11\/12\/ask-data-scientist-data-science-process\/\" target=\"_blank\" rel=\"noopener noreferrer\">The Data Science Process<\/a><\/li><li><a href=\"https:\/\/insidebigdata.com\/2014\/11\/19\/ask-data-scientist-unsupervised-learning\/\" target=\"_blank\" rel=\"noopener noreferrer\">Unsupervised Learning<\/a><\/li><li><a href=\"https:\/\/insidebigdata.com\/2014\/11\/26\/ask-data-scientist-data-leakage\/\" target=\"_blank\" rel=\"noopener noreferrer\">Data Leakage<\/a><\/li><li><a href=\"https:\/\/insidebigdata.com\/2014\/12\/03\/ask-data-scientist-storytelling\/\" target=\"_blank\" rel=\"noopener noreferrer\">Storytelling with Data<\/a><\/li><li><a href=\"https:\/\/insidebigdata.com\/2014\/12\/10\/ask-data-scientist-confounding-variables\/\" target=\"_blank\" rel=\"noopener noreferrer\">Confounding Variables<\/a><\/li><li><a href=\"https:\/\/insidebigdata.com\/2014\/12\/18\/ask-data-scientist-ensemble-methods\/\" target=\"_blank\" rel=\"noopener noreferrer\">Ensemble Methods<\/a><\/li><li><a href=\"https:\/\/insidebigdata.com\/2014\/12\/31\/ask-data-scientist-becoming-data-scientist\/\" target=\"_blank\" rel=\"noopener noreferrer\">Becoming a Data Scientist<\/a><\/li><\/ul>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"alignleft\"><img decoding=\"async\" loading=\"lazy\" width=\"218\" height=\"171\" src=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2013\/11\/Dan_office.jpg\" alt=\"\" class=\"wp-image-5792\"\/><\/figure><\/div>\n\n\n\n<p><em>Contributed by Daniel D. Gutierrez, Managing Editor and Resident Data Scientist of insideBIGDATA. In addition to being a tech journalist, Daniel also is a practicing data scientist, author, educator and sits on a number of advisory boards for various start-up companies.&nbsp;<\/em><\/p>\n\n\n\n<p><em>Sign up for the free insideBIGDATA&nbsp;<a href=\"http:\/\/insidebigdata.com\/newsletter\/\" target=\"_blank\" rel=\"noopener noreferrer\">newsletter<\/a>.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Welcome to the series of articles sponsored by Intel \u2013 \u201cAsk a Data Scientist\u201d from insideBIGDATA&#8217;s popular Data Science 101 channel.  These articles constitute many of our site&#8217;s most popular resources for newbie data scientists. The 12 articles listed below were from reader submitted questions of varying levels of technical detail and answered by a practicing data scientist \u2013 sometimes by me and other times by an Intel data scientist. <\/p>\n","protected":false},"author":37,"featured_media":22926,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[182,90,87,180,67,56,1],"tags":[133,261,96],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>insideBIGDATA &quot;Ask a Data Scientist&quot; Series - insideBIGDATA<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/insidebigdata.com\/2018\/06\/30\/insidebigdata-ask-data-scientist-series\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"insideBIGDATA &quot;Ask a Data Scientist&quot; Series - insideBIGDATA\" \/>\n<meta property=\"og:description\" content=\"Welcome to the series of articles sponsored by Intel \u2013 \u201cAsk a Data Scientist\u201d from insideBIGDATA&#039;s popular Data Science 101 channel. These articles constitute many of our site&#039;s most popular resources for newbie data scientists. The 12 articles listed below were from reader submitted questions of varying levels of technical detail and answered by a practicing data scientist \u2013 sometimes by me and other times by an Intel data scientist.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/insidebigdata.com\/2018\/06\/30\/insidebigdata-ask-data-scientist-series\/\" \/>\n<meta property=\"og:site_name\" content=\"insideBIGDATA\" \/>\n<meta property=\"article:publisher\" content=\"http:\/\/www.facebook.com\/insidebigdata\" \/>\n<meta property=\"article:published_time\" content=\"2018-06-30T15:30:57+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2019-07-10T18:17:52+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/06\/data-scientist-300x300_insidebigdata.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"300\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Daniel Gutierrez\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@AMULETAnalytics\" \/>\n<meta name=\"twitter:site\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Daniel Gutierrez\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"1 minute\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/insidebigdata.com\/2018\/06\/30\/insidebigdata-ask-data-scientist-series\/\",\"url\":\"https:\/\/insidebigdata.com\/2018\/06\/30\/insidebigdata-ask-data-scientist-series\/\",\"name\":\"insideBIGDATA \\\"Ask a Data Scientist\\\" Series - insideBIGDATA\",\"isPartOf\":{\"@id\":\"https:\/\/insidebigdata.com\/#website\"},\"datePublished\":\"2018-06-30T15:30:57+00:00\",\"dateModified\":\"2019-07-10T18:17:52+00:00\",\"author\":{\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2540da209c83a68f4f5922848f7376ed\"},\"breadcrumb\":{\"@id\":\"https:\/\/insidebigdata.com\/2018\/06\/30\/insidebigdata-ask-data-scientist-series\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/insidebigdata.com\/2018\/06\/30\/insidebigdata-ask-data-scientist-series\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/insidebigdata.com\/2018\/06\/30\/insidebigdata-ask-data-scientist-series\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/insidebigdata.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"insideBIGDATA &#8220;Ask a Data Scientist&#8221; Series\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/insidebigdata.com\/#website\",\"url\":\"https:\/\/insidebigdata.com\/\",\"name\":\"insideBIGDATA\",\"description\":\"Your Source for AI, Data Science, Deep Learning &amp; Machine Learning Strategies\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/insidebigdata.com\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2540da209c83a68f4f5922848f7376ed\",\"name\":\"Daniel Gutierrez\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/5780282e7e567e2a502233e948464542?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/5780282e7e567e2a502233e948464542?s=96&d=mm&r=g\",\"caption\":\"Daniel Gutierrez\"},\"description\":\"Daniel D. Gutierrez is a Data Scientist with Los Angeles-based AMULET Analytics, a service division of AMULET Development Corp. He's been involved with data science and Big Data long before it came in vogue, so imagine his delight when the Harvard Business Review recently deemed \\\"data scientist\\\" as the sexiest profession for the 21st century. Previously, he taught computer science and database classes at UCLA Extension for over 15 years, and authored three computer industry books on database technology. He also served as technical editor, columnist and writer at a major computer industry monthly publication for 7 years. Follow his data science musings at @AMULETAnalytics.\",\"sameAs\":[\"http:\/\/www.insidebigdata.com\",\"https:\/\/twitter.com\/@AMULETAnalytics\"],\"url\":\"https:\/\/insidebigdata.com\/author\/dangutierrez\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"insideBIGDATA \"Ask a Data Scientist\" Series - insideBIGDATA","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/insidebigdata.com\/2018\/06\/30\/insidebigdata-ask-data-scientist-series\/","og_locale":"en_US","og_type":"article","og_title":"insideBIGDATA \"Ask a Data Scientist\" Series - insideBIGDATA","og_description":"Welcome to the series of articles sponsored by Intel \u2013 \u201cAsk a Data Scientist\u201d from insideBIGDATA's popular Data Science 101 channel. These articles constitute many of our site's most popular resources for newbie data scientists. 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Gutierrez is a Data Scientist with Los Angeles-based AMULET Analytics, a service division of AMULET Development Corp. He's been involved with data science and Big Data long before it came in vogue, so imagine his delight when the Harvard Business Review recently deemed \"data scientist\" as the sexiest profession for the 21st century. Previously, he taught computer science and database classes at UCLA Extension for over 15 years, and authored three computer industry books on database technology. He also served as technical editor, columnist and writer at a major computer industry monthly publication for 7 years. Follow his data science musings at @AMULETAnalytics.","sameAs":["http:\/\/www.insidebigdata.com","https:\/\/twitter.com\/@AMULETAnalytics"],"url":"https:\/\/insidebigdata.com\/author\/dangutierrez\/"}]}},"jetpack_featured_media_url":"https:\/\/insidebigdata.com\/wp-content\/uploads\/2018\/06\/data-scientist-300x300_insidebigdata.jpg","jetpack_shortlink":"https:\/\/wp.me\/p9eA3j-5mZ","jetpack-related-posts":[{"id":12345,"url":"https:\/\/insidebigdata.com\/2014\/11\/12\/ask-data-scientist-data-science-process\/","url_meta":{"origin":20645,"position":0},"title":"Ask a Data Scientist: The Data Science Process","date":"November 12, 2014","format":false,"excerpt":"Welcome back to our series of articles sponsored by Intel \u2013 \u201cAsk a Data Scientist.\u201d This week\u2019s question is from a reader who wonders if there is a general process for conducting data science projects.","rel":"","context":"In &quot;Ask a Data Scientist&quot;","img":{"alt_text":"DataScienceProcess","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2014\/11\/DataScienceProcess.jpg?resize=350%2C200","width":350,"height":200},"classes":[]},{"id":12294,"url":"https:\/\/insidebigdata.com\/2014\/10\/29\/ask-data-scientist-handling-missing-data\/","url_meta":{"origin":20645,"position":1},"title":"Ask a Data Scientist: Handling Missing Data","date":"October 29, 2014","format":false,"excerpt":"Welcome back to our series of articles sponsored by Intel \u2013 \u201cAsk a Data Scientist.\u201d This week\u2019s question is from a reader who seeks a discussion of missing data handling methods such as imputation.","rel":"","context":"In &quot;Ask a Data Scientist&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":12045,"url":"https:\/\/insidebigdata.com\/2014\/10\/15\/ask-data-scientist-curse-dimensionality\/","url_meta":{"origin":20645,"position":2},"title":"Ask a Data Scientist: Curse of Dimensionality","date":"October 15, 2014","format":false,"excerpt":"Welcome back to our series of articles sponsored by Intel \u2013 \u201cAsk a Data Scientist.\u201d Once a week you\u2019ll see reader submitted questions of varying levels of technical detail answered by a practicing data scientist \u2013 sometimes by me and other times by an Intel data scientist. This week\u2019s question\u2026","rel":"","context":"In &quot;Ask a Data Scientist&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":12352,"url":"https:\/\/insidebigdata.com\/2014\/11\/19\/ask-data-scientist-unsupervised-learning\/","url_meta":{"origin":20645,"position":3},"title":"Ask a Data Scientist: Unsupervised Learning","date":"November 19, 2014","format":false,"excerpt":"Welcome back to the \u201cAsk a Data Scientist\u201d article series. This week\u2019s question is from a reader who asks for an overview of unsupervised machine learning.","rel":"","context":"In &quot;Ask a Data Scientist&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2014\/11\/awwicker.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":12481,"url":"https:\/\/insidebigdata.com\/2014\/12\/10\/ask-data-scientist-confounding-variables\/","url_meta":{"origin":20645,"position":4},"title":"Ask a Data Scientist: Confounding Variables","date":"December 10, 2014","format":false,"excerpt":"Welcome back to our series of articles sponsored by Intel \u2013 \u201cAsk a Data Scientist.\u201d This week\u2019s question is from a reader who asks for an explanation of confounding variables and why they're important in data science projects.","rel":"","context":"In &quot;Ask a Data Scientist&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2018\/06\/data-scientist-300x300_insidebigdata.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":14663,"url":"https:\/\/insidebigdata.com\/2016\/03\/18\/becoming-a-data-scientist\/","url_meta":{"origin":20645,"position":5},"title":"Becoming a Data Scientist","date":"March 18, 2016","format":false,"excerpt":"Here is a compelling interview with data scientist Will Kurt, courtesy of the Becoming a Data Scientist Podcast series. 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