{"id":36432,"date":"2023-09-12T07:45:00","date_gmt":"2023-09-12T14:45:00","guid":{"rendered":"https:\/\/coderpad.io\/?page_id=36432"},"modified":"2025-05-01T06:59:22","modified_gmt":"2025-05-01T13:59:22","slug":"jupyter-notebook-data-science-interview","status":"publish","type":"page","link":"https:\/\/coderpad.io\/use-case\/jupyter-notebook-data-science-interview\/","title":{"rendered":"Jupyter Notebook Online for realistic Data science Interviews"},"content":{"rendered":"<section class=\"\n\tfeature-hero-v2-block\n\t\n\"data-block-name=\"coderpad-feature-hero-v2\" data-block-margin-bottom=\"extra-extra-large\">\n\n\t<div class=\"inner\">\n\n\t\t\t\t\t<div class=\"the-image\">\n\t\t\t\t<img fetchpriority=\"high\" width=\"1024\" height=\"835\" src=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-collaborativejupyter-notebook-for-data-science-interviewing-1024x835.png\" class=\"attachment-large size-large\" alt=\"Two people on a video call during a Jupyter notebook\" loading=\"eager\" decoding=\"sync\" srcset=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-collaborativejupyter-notebook-for-data-science-interviewing-1024x835.png 1024w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-collaborativejupyter-notebook-for-data-science-interviewing-300x245.png 300w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-collaborativejupyter-notebook-for-data-science-interviewing-768x626.png 768w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-collaborativejupyter-notebook-for-data-science-interviewing-15x12.png 15w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-collaborativejupyter-notebook-for-data-science-interviewing.png 1378w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/>\n\t\t\t<\/div>\n\t\t\n\t\t\n\t\t<div class=\"the-content\">\n\n\t\t\t\n\n\t\t\t\t\t\t\t<h1 class=\"headline\">The most effective and realistic way to interview for data roles.<\/h1>\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"description\"><p>Create and customize interesting and challenging questions for candidates to solve in Jupyter Notebook, Python, R, SQL, spreadsheets and more.<\/p>\n<\/div>\n\t\t\t\n\t\t\t\t\t\t\t<div class=\"the-ctas\">\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"\/sales\/\" class=\"the-cta js-cta--get-a-demo\">Get a demo<\/a>\n\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t<a href=\"https:\/\/app.coderpad.io\/sandbox\" class=\"the-secondary-cta js-cta--get-a-demo\">Try sandbox <svg class=\"icon icon-right-arrow\" role=\"img\" viewBox=\"0 0 20 9\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><title>right arrow<\/title><path d=\"M14.335 3.256H0v2.171h14.335v3.256l4.762-4.341L14.334 0v3.256z\" fill=\"currentColor\"\/><\/svg>\n<\/a>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t<\/div>\n<\/section>\n\n\n<section class=\"\n    feature-content-block\n    feature-content-block--align-left\n        \n\" data-block-name=\"coderpad-feature-content\" data-block-margin-bottom=\"extra-extra-large\">\n\n    <div class=\"inner\">\n        <div class=\"media\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"991\" height=\"993\" src=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-automatically-rank-data-scientist-interviews.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-automatically-rank-data-scientist-interviews.png 991w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-automatically-rank-data-scientist-interviews-300x300.png 300w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-automatically-rank-data-scientist-interviews-150x150.png 150w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-automatically-rank-data-scientist-interviews-768x770.png 768w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-automatically-rank-data-scientist-interviews-12x12.png 12w\" sizes=\"auto, (max-width: 991px) 100vw, 991px\" \/>\n        <\/div>\n\n        <div class=\"content\">\n                                        <h3 class=\"headline\">\n                                            Automatically rank data science candidates with easy-to-set-up assessments\n                                    <\/h3>\n            \n            <ul>\n<li>Test for proficiency in data science principles, data analysis, SQL, Python, and R.<\/li>\n<li>Use multiple-choice and free-form questions, programming exercises and gamified challenges.<\/li>\n<li>Pick the best candidates to go forward with, based on their skills.<\/li>\n<\/ul>\n\n\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section class=\"\n    feature-content-block\n    feature-content-block--align-left\n        \n\" data-block-name=\"coderpad-feature-content\" data-block-margin-bottom=\"extra-extra-large\">\n\n    <div class=\"inner\">\n        <div class=\"media\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"934\" src=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-database-features-for-data-science-interviews-1024x934.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-database-features-for-data-science-interviews-1024x934.png 1024w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-database-features-for-data-science-interviews-300x274.png 300w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-database-features-for-data-science-interviews-768x701.png 768w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-database-features-for-data-science-interviews-13x12.png 13w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-database-features-for-data-science-interviews.png 1040w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/>\n        <\/div>\n\n        <div class=\"content\">\n                                        <h3 class=\"headline\">\n                                            Design and customize the interview questions so they&#8217;re relevant to the role\n                                    <\/h3>\n            \n            <ul>\n<li>Establish a PostgreSQL or MySQL database with relevant data for the candidate to query.<\/li>\n<li>Generate a dataset in any format, such as JSON, CSV or Parquet or any other preferred data type.<\/li>\n<li>Configure a specific environment for your interview ranging from Jupyter Notebook (SciPy, Minimal, R, TensorFlow) or Google Sheets to specific language environments like Python, R, or SQL.<\/li>\n<li>Conduct your live collaborative interview, or deploy your project as a take-home (asynchronous) project.<\/li>\n<\/ul>\n\n\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section class=\"\n    feature-content-block\n    feature-content-block--align-left\n        \n\" data-block-name=\"coderpad-feature-content\" data-block-margin-bottom=\"extra-extra-large\">\n\n    <div class=\"inner\">\n        <div class=\"media\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"881\" height=\"1024\" src=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-interview-in-a-realalistic-data-science-environment-881x1024.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-interview-in-a-realalistic-data-science-environment-881x1024.png 881w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-interview-in-a-realalistic-data-science-environment-258x300.png 258w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-interview-in-a-realalistic-data-science-environment-768x892.png 768w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-interview-in-a-realalistic-data-science-environment-10x12.png 10w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-interview-in-a-realalistic-data-science-environment.png 988w\" sizes=\"auto, (max-width: 881px) 100vw, 881px\" \/>\n        <\/div>\n\n        <div class=\"content\">\n                                        <h3 class=\"headline\">\n                                            Give candidates a fully functional, realistic interview environment\n                                    <\/h3>\n            \n            <ul>\n<li>Ample processing power to handle super large data sets.<\/li>\n<li>Fully-functional Jupyter Notebook environment.<\/li>\n<li>Import and utilize any library or package .<\/li>\n<li>Plot data and run individual cells in the notebook.<\/li>\n<li>Access the shell, server and console.<\/li>\n<li>Collaborate with candidates in a fully-functional instance of Google Sheets.<\/li>\n<\/ul>\n\n\n        <\/div>\n    <\/div>\n<\/section>\n\n\n<section class=\"\n    feature-content-block\n    feature-content-block--align-left\n        \n\" data-block-name=\"coderpad-feature-content\" data-block-margin-bottom=\"extra-extra-large\">\n\n    <div class=\"inner\">\n        <div class=\"media\">\n            <img loading=\"lazy\" decoding=\"async\" width=\"781\" height=\"681\" src=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-private-interviewer-notes-for-capturing-real-time-feedback.png\" class=\"attachment-large size-large\" alt=\"\" srcset=\"https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-private-interviewer-notes-for-capturing-real-time-feedback.png 781w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-private-interviewer-notes-for-capturing-real-time-feedback-300x262.png 300w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-private-interviewer-notes-for-capturing-real-time-feedback-768x670.png 768w, https:\/\/coderpad.io\/wp-content\/uploads\/2024\/01\/coderpad-private-interviewer-notes-for-capturing-real-time-feedback-14x12.png 14w\" sizes=\"auto, (max-width: 781px) 100vw, 781px\" \/>\n        <\/div>\n\n        <div class=\"content\">\n                                        <h3 class=\"headline\">\n                                            Collaboratively review candidates as a team and build a world-class organization\n                                    <\/h3>\n            \n            <ul>\n<li>Private interview notes capture the hiring team\u2019s feedback.<\/li>\n<li>Save the candidate\u2019s final output for objective review.<\/li>\n<li>Confidently make your next data science hire(s).<\/li>\n<\/ul>\n\n\n        <\/div>\n    <\/div>\n<\/section>\n\n\n\n<h2 class=\"wp-block-heading has-text-align-center\" id=\"sandbox\">Jupyter Notebook Online Sandbox<\/h2>\n\n\n<div\n\tclass=\"sandbox-embed responsive-embed  sandbox-embed--full-width\"\n\tstyle=\"padding-top: 100%\"\ndata-block-name=\"coderpad-sandbox-embed\">\n\t<iframe src=\"https:\/\/embed.coderpad.io\/sandbox?question_id=257738&#038;use_question_button&#038;iio\" width=\"640\" height=\"640\" loading=\"lazy\" aria-label=\"Try out the CoderPad sandbox\"><\/iframe>\n<\/div>\n\n\n<section class=\"\n\tbox-cards-block\n\t\n\" data-block-name=\"coderpad-box-cards\" data-block-margin-top=\"extra-large\" data-block-margin-bottom=\"extra-large\">\n\t\t\t<div class=\"\n\t\t\tboxes\n\t\t\tboxes--count-4\n\t\t\t\t\t\t\tboxes--count-is-odd\n\t\t\t\t\t\">\n\t\t\t\t\t\t\t<div class=\"\n\tbox-card\n\t\t\tbox-card--bg-color-black\n\t\t\t\tbox-card--text-color-white\n\t\">\n\t<div class=\"inner-box-card\">\n\n\t\t\n\n\t\t\t\t\t<h2 class=\"title\">Related read:<\/h2>\n\t\t\n\t\t<p>8 Red Flags To Watch Out For When Hiring Data Scientists<\/p>\n\n\n\t\t\t\t\t<a href=\"\/blog\/data-science\/8-red-flags-to-watch-out-for-when-hiring-data-scientists\/\" class=\"cta cta--style-button\">Read the article <\/a>\n\t\t\t<\/div>\n<\/div>\n\n\t\t\t\t\t\t\t<div class=\"\n\tbox-card\n\t\t\tbox-card--bg-color-yellow\n\t\t\t\tbox-card--text-color-red\n\t\">\n\t<div class=\"inner-box-card\">\n\n\t\t\n\n\t\t\t\t\t<h2 class=\"title\">Related read:<\/h2>\n\t\t\n\t\t<p>2 Interview Questions for Vetting Data Science Candidates<\/p>\n\n\n\t\t\t\t\t<a href=\"\/blog\/data-science\/2-interview-questions-for-vetting-data-science-candidates\/\" class=\"cta cta--style-button\">Read the article <\/a>\n\t\t\t<\/div>\n<\/div>\n\n\t\t\t\t\t\t\t<div class=\"\n\tbox-card\n\t\t\tbox-card--bg-color-red\n\t\t\t\tbox-card--text-color-white\n\t\">\n\t<div class=\"inner-box-card\">\n\n\t\t\n\n\t\t\t\t\t<h2 class=\"title\">Mastering Jupyter Notebooks<\/h2>\n\t\t\n\t\t<p>Best Practices for Data Science<\/p>\n\n\n\t\t\t\t\t<a href=\"\/blog\/data-science\/mastering-jupyter-notebooks-best-practices-for-data-science\/\" class=\"cta cta--style-button\">Read the article <\/a>\n\t\t\t<\/div>\n<\/div>\n\n\t\t\t\t\t\t\t<div class=\"box-card box-card--empty\"><\/div>\n\t\t\t\t\t<\/div>\n\t<\/section>\n","protected":false},"excerpt":{"rendered":"<p>Jupyter Notebook Online Sandbox<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":36430,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"footnotes":""},"class_list":["post-36432","page","type-page","status-publish","hentry"],"acf":[],"_links":{"self":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/pages\/36432","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/comments?post=36432"}],"version-history":[{"count":22,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/pages\/36432\/revisions"}],"predecessor-version":[{"id":42657,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/pages\/36432\/revisions\/42657"}],"up":[{"embeddable":true,"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/pages\/36430"}],"wp:attachment":[{"href":"https:\/\/coderpad.io\/wp-json\/wp\/v2\/media?parent=36432"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}