{"id":24945,"date":"2020-09-05T06:00:00","date_gmt":"2020-09-05T13:00:00","guid":{"rendered":"https:\/\/insidebigdata.com\/?p=24945"},"modified":"2020-09-06T09:53:32","modified_gmt":"2020-09-06T16:53:32","slug":"video-highlights-bigquery-notebooks-building-an-analytics-pipeline-on-kaggle","status":"publish","type":"post","link":"https:\/\/insidebigdata.com\/2020\/09\/05\/video-highlights-bigquery-notebooks-building-an-analytics-pipeline-on-kaggle\/","title":{"rendered":"Video Highlights: BigQuery + Notebooks: Building an Analytics Pipeline on Kaggle"},"content":{"rendered":"\n<p>Your architecture choices impact how efficiently you\u2019re able to use your data. In this &#8220;Snapshots&#8221; video produced by Kaggle, Data Scientist <a rel=\"noreferrer noopener\" href=\"https:\/\/www.kaggle.com\/wendykan\" target=\"_blank\">Wendy Kan<\/a> demonstrates how she incorporates BigQuery and Kaggle Notebooks into her workflow. Watch her create an interactive network analysis graph that explores the most commonly installed Python packages!<\/p>\n\n\n\n<figure class=\"wp-block-embed-youtube wp-block-embed is-type-video is-provider-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<iframe loading=\"lazy\"  id=\"_ytid_78981\"  width=\"480\" height=\"270\"  data-origwidth=\"480\" data-origheight=\"270\" src=\"https:\/\/www.youtube.com\/embed\/Zm79aqARusw?enablejsapi=1&#038;autoplay=0&#038;cc_load_policy=0&#038;cc_lang_pref=&#038;iv_load_policy=1&#038;loop=0&#038;modestbranding=0&#038;rel=1&#038;fs=1&#038;playsinline=0&#038;autohide=2&#038;theme=dark&#038;color=red&#038;controls=1&#038;\" class=\"__youtube_prefs__  epyt-is-override  no-lazyload\" title=\"YouTube player\"  allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture\" allowfullscreen data-no-lazy=\"1\" data-skipgform_ajax_framebjll=\"\"><\/iframe>\n<\/div><\/figure>\n\n\n\n<p><em>Sign up for the free insideBIGDATA&nbsp;<a rel=\"noreferrer noopener\" href=\"http:\/\/insidebigdata.com\/newsletter\/\" target=\"_blank\">newsletter<\/a>.<\/em><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Your architecture choices impact how efficiently you\u2019re able to use your data. In this &#8220;Snapshots&#8221; video produced by Kaggle, Data Scientist Wendy Kan demonstrates how she incorporates BigQuery and Kaggle Notebooks into her workflow. Watch her create an interactive network analysis graph that explores the most commonly installed Python packages!<\/p>\n","protected":false},"author":10513,"featured_media":23655,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"jetpack_post_was_ever_published":false,"footnotes":""},"categories":[115,66,182,87,180,67,56,97,1,85,70],"tags":[676,133,814,277,337,96],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v20.6 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Video Highlights: BigQuery + Notebooks: Building an Analytics Pipeline on Kaggle - 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\/2020\/09\/05\/video-highlights-bigquery-notebooks-building-an-analytics-pipeline-on-kaggle\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Video Highlights: BigQuery + Notebooks: Building an Analytics Pipeline on Kaggle - insideBIGDATA\" \/>\n<meta property=\"og:description\" content=\"Your architecture choices impact how efficiently you\u2019re able to use your data. In this &quot;Snapshots&quot; video produced by Kaggle, Data Scientist Wendy Kan demonstrates how she incorporates BigQuery and Kaggle Notebooks into her workflow. Watch her create an interactive network analysis graph that explores the most commonly installed Python packages!\" \/>\n<meta property=\"og:url\" content=\"https:\/\/insidebigdata.com\/2020\/09\/05\/video-highlights-bigquery-notebooks-building-an-analytics-pipeline-on-kaggle\/\" \/>\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=\"2020-09-05T13:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2020-09-06T16:53:32+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/insidebigdata.com\/wp-content\/uploads\/2019\/12\/Machine_Learning_shutterstock_344688470.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"300\" \/>\n\t<meta property=\"og:image:height\" content=\"212\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Editorial Team\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:site\" content=\"@insideBigData\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Editorial Team\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/insidebigdata.com\/2020\/09\/05\/video-highlights-bigquery-notebooks-building-an-analytics-pipeline-on-kaggle\/\",\"url\":\"https:\/\/insidebigdata.com\/2020\/09\/05\/video-highlights-bigquery-notebooks-building-an-analytics-pipeline-on-kaggle\/\",\"name\":\"Video Highlights: BigQuery + Notebooks: Building an Analytics Pipeline on Kaggle - insideBIGDATA\",\"isPartOf\":{\"@id\":\"https:\/\/insidebigdata.com\/#website\"},\"datePublished\":\"2020-09-05T13:00:00+00:00\",\"dateModified\":\"2020-09-06T16:53:32+00:00\",\"author\":{\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/2949e412c144601cdbcc803bd234e1b9\"},\"breadcrumb\":{\"@id\":\"https:\/\/insidebigdata.com\/2020\/09\/05\/video-highlights-bigquery-notebooks-building-an-analytics-pipeline-on-kaggle\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/insidebigdata.com\/2020\/09\/05\/video-highlights-bigquery-notebooks-building-an-analytics-pipeline-on-kaggle\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/insidebigdata.com\/2020\/09\/05\/video-highlights-bigquery-notebooks-building-an-analytics-pipeline-on-kaggle\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/insidebigdata.com\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Video Highlights: BigQuery + Notebooks: Building an Analytics Pipeline on Kaggle\"}]},{\"@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\/2949e412c144601cdbcc803bd234e1b9\",\"name\":\"Editorial Team\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/insidebigdata.com\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/e137ce7ea40e38bd4d25bb7860cfe3e4?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/e137ce7ea40e38bd4d25bb7860cfe3e4?s=96&d=mm&r=g\",\"caption\":\"Editorial Team\"},\"sameAs\":[\"http:\/\/www.insidebigdata.com\"],\"url\":\"https:\/\/insidebigdata.com\/author\/editorial\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Video Highlights: BigQuery + Notebooks: Building an Analytics Pipeline on Kaggle - 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\/2020\/09\/05\/video-highlights-bigquery-notebooks-building-an-analytics-pipeline-on-kaggle\/","og_locale":"en_US","og_type":"article","og_title":"Video Highlights: BigQuery + Notebooks: Building an Analytics Pipeline on Kaggle - insideBIGDATA","og_description":"Your architecture choices impact how efficiently you\u2019re able to use your data. 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I advise my Intro to Data Science students at UCLA to take advantage of Kaggle by first completing the venerable Titanic Getting Started Prediction Challenge, and then moving on to active challenges. Kaggle is a great way to gain valuable experience\u2026","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2023\/06\/Machine_Learning_shutterstock_1110900704_special.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":12583,"url":"https:\/\/insidebigdata.com\/2015\/01\/10\/data-science-101-lessons-kaggle-competitions\/","url_meta":{"origin":24945,"position":1},"title":"Data Science 101: Lessons Learned from Kaggle Competitions","date":"January 10, 2015","format":false,"excerpt":"In the video presentation below, \"Machine learning best practices we've learned from hundreds of competitions,\" Ben Hamner, Chief Scientist at Kaggle, discusses some very intriguing insights into how find success in data science projects.","rel":"","context":"In &quot;Data Science&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":29717,"url":"https:\/\/insidebigdata.com\/2022\/07\/04\/video-highlights-the-rise-of-deberta-for-nlp-downstream-tasks\/","url_meta":{"origin":24945,"position":2},"title":"Video Highlights: The Rise of DeBERTa for NLP Downstream Tasks","date":"July 4, 2022","format":false,"excerpt":"In episode seven of the NVIDIA Grandmaster Series, you\u2019ll learn from four members of the Kaggle Grandmasters of NVIDIA (KGMON) team. Watch this video to learn how they used natural language processing to analyze argumentative writing elements from students and identified key phrases in patient notes from medical licensing exams.","rel":"","context":"In &quot;AI Deep Learning&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/insidebigdata.com\/wp-content\/uploads\/2019\/10\/NLP_shutterstock_299138114.jpg?resize=350%2C200&ssl=1","width":350,"height":200},"classes":[]},{"id":6053,"url":"https:\/\/insidebigdata.com\/2013\/11\/25\/pointers-kaggle-success\/","url_meta":{"origin":24945,"position":3},"title":"Some Pointers for Kaggle Success","date":"November 25, 2013","format":false,"excerpt":"Kaggle competitions using machine learning techniques have become the fascination of data scientists worldwide. In the video below, Jeremy Howard presents to the Melbourne R meetup group, where he gave a brief overview of his Data Scientist's Toolbox (using a few Kaggle competitions as practical examples).","rel":"","context":"In &quot;Education \/ Training&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":6539,"url":"https:\/\/insidebigdata.com\/2014\/01\/02\/data-science-101-improve-accuracy-predictive-models\/","url_meta":{"origin":24945,"position":4},"title":"Data Science 101: Improve the Accuracy of Your Predictive Models","date":"January 2, 2014","format":false,"excerpt":"Improving your skills as a data scientists can be facilitated by reviewing the work of other professionals in the field. Having Kaggle as a resource means you can closely examine winning solutions of past machine learning competitions. Here is a lecture by Phil Brierley, a 3 time Kaggle winner and\u2026","rel":"","context":"In &quot;Education \/ Training&quot;","img":{"alt_text":"","src":"","width":0,"height":0},"classes":[]},{"id":14447,"url":"https:\/\/insidebigdata.com\/2016\/02\/11\/what-has-kaggle-learned-from-2-million-machine-learning-models\/","url_meta":{"origin":24945,"position":5},"title":"What has Kaggle Learned from 2 Million Machine Learning Models?","date":"February 11, 2016","format":false,"excerpt":"I was excited to attend a very compelling Meetup featuring Anthony Goldbloom, co-founder and CEO of Kaggle who talked about the genesis of his company and what they've learned along the way - \"What has Kaggle Learned from 2 Million Machine Learning Model?\" It was fascinating!","rel":"","context":"In &quot;Google News Feed&quot;","img":{"alt_text":"","src":"https:\/\/i0.wp.com\/img.youtube.com\/vi\/8KzjARKIgTo\/0.jpg?resize=350%2C200","width":350,"height":200},"classes":[]}],"_links":{"self":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts\/24945"}],"collection":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/users\/10513"}],"replies":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/comments?post=24945"}],"version-history":[{"count":0,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/posts\/24945\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/media\/23655"}],"wp:attachment":[{"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/media?parent=24945"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/categories?post=24945"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/insidebigdata.com\/wp-json\/wp\/v2\/tags?post=24945"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}