{"id":49601,"date":"2017-05-17T14:13:42","date_gmt":"2017-05-17T08:43:42","guid":{"rendered":"http:\/\/vskills.in\/certification\/blog\/?p=49601"},"modified":"2024-04-03T13:22:36","modified_gmt":"2024-04-03T07:52:36","slug":"how-to-become-a-data-scientist","status":"publish","type":"post","link":"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/","title":{"rendered":"How to become a Data Scientist"},"content":{"rendered":"<p><a ref=\"magnificPopup\" href=\"http:\/\/vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/data-scientist.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-49603 aligncenter\" src=\"http:\/\/vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/data-scientist.jpg\" alt=\"data scientist\" width=\"800\" height=\"445\" srcset=\"https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/data-scientist.jpg 800w, https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/data-scientist-300x167.jpg 300w, https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/data-scientist-768x427.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/a><\/p>\n<p>A Data Scientist is a person who makes use of his\/her skills to get value out of data. Data Science is one of the trending fields nowadays, As the clock is ticking new and new technologies are coming and the rate at which data generated is increasing exponentially there are an opportunity to show cast your talent. But, how to start and where to go? These questions arise in the mind of learner who wants to become a data scientist. Here are the resources and the way in which one can learn data science.<\/p>\n<h3><span style=\"color: #0000ff;\"><strong><u>Skills required in Data Science<\/u><\/strong><\/span><\/h3>\n<h4><span style=\"color: #800080;\"><strong>Be a Learner<\/strong><\/span><\/h4>\n<p>Data science is a broad and fuzzy field, which makes it hard to learn.&nbsp;So, one must know basic knowledge about data and always urge to learn more and more about it. Data is just like a pool in which, more you go deeper more you will get know about. You need something that will make you find the linkages between topics like statistics, linear algebra, and neural networks.&nbsp; Something that will prevent from struggling with the question &#8220;what do I learn next?&#8221;. You can learn about neural networks, image recognition, and other cutting edge techniques, which is important.<\/p>\n<p><a ref=\"magnificPopup\" href=\"http:\/\/vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/learner.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-49604 aligncenter\" src=\"http:\/\/vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/learner.jpg\" alt=\"be a learner\" width=\"800\" height=\"400\" srcset=\"https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/learner.jpg 800w, https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/learner-300x150.jpg 300w, https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/learner-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/a><\/p>\n<p>Data scientists constantly need to present the results of their analysis to others. Skill at doing this can be the difference between a good and a great data scientist. So, keep yourself updated and keep reading research papers and re-research the sections that you don\u2019t understand. These are the signs of a good learner.<\/p>\n<h4><span style=\"color: #800080;\"><strong>Communication Skills<\/strong><\/span><\/h4>\n<p>The reason why communication skills are important because to express your views effectively and shows how is your understanding towards the topic theoretically and practically. Another part is understanding how to clearly organize your results.&nbsp; The final piece is being able to explain your analysis clearly.<\/p>\n<p><a ref=\"magnificPopup\" href=\"http:\/\/vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/communication-skills.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-49605 aligncenter\" src=\"http:\/\/vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/communication-skills.jpg\" alt=\"communication skills\" width=\"625\" height=\"340\" srcset=\"https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/communication-skills.jpg 625w, https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/communication-skills-300x163.jpg 300w\" sizes=\"auto, (max-width: 625px) 100vw, 625px\" \/><\/a>It&#8217;s hard to get good at communication so to enhance it here are some methods and resources<\/p>\n<ul>\n<li>Read and Write Blogs: The reason behind is that to get better and deep understanding regarding sub-topics in data science.<\/li>\n<li>Try to teach enthusiastic people about data science concepts.&nbsp; It&#8217;s amazing how much teaching can help you understand concepts.<\/li>\n<li>To speak and take part at meetups.<\/li>\n<li>Use GitHub to host all your analysis and skills. Basically, GitHub gives you the platform to share your knowledge and show your talent to others.<\/li>\n<li>Get active on virtual communities such as Quora,&nbsp;DataTau, http:\/\/datascience.community\/<\/li>\n<\/ul>\n<h4><strong><span style=\"color: #800080;\">Mathematics and Statistics<\/span> <\/strong><\/h4>\n<p>For data scientists, a strong mathematics background, particularly in statistics and analysis is strongly recommended. This goes naturally along with an equally strong academic foundation in computing. A data scientist should be better at statistics than with coding. As such, statistical inference underpins much of the theory behind data analysis. You will be requiring a solid foundation of statistics and probability, which serves as a stepping stone into the world of data science.<\/p>\n<p><a ref=\"magnificPopup\" href=\"http:\/\/vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/mathematics-l.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-49606 aligncenter\" src=\"http:\/\/vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/mathematics-l.jpg\" alt=\"Mathematics and Statistics\" width=\"800\" height=\"400\" srcset=\"https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/mathematics-l.jpg 800w, https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/mathematics-l-300x150.jpg 300w, https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/mathematics-l-768x384.jpg 768w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/a><\/p>\n<p>Knowledge of&nbsp;Descriptive Statistics,&nbsp;Probability Theory,&nbsp;Algebra&nbsp;and&nbsp;Calculus&nbsp;help you quickly with basic data analysis. The challenge sometimes is&nbsp;not in knowing the math behind the analysis but in interpreting the&nbsp;results which drive the further course of action. Usually, the data&nbsp;transformation results in descriptive summarization to capture the&nbsp;essence of the data.<\/p>\n<p>The following are the topics which must be learned with utmost clarity:<\/p>\n<ul>\n<li><span style=\"color: #333399;\"><strong>Linear Algebra:<\/strong><\/span> Start from basic vector spaces and go up to Singular Value decomposition.<\/li>\n<li><span style=\"color: #333399;\"><strong>Matrix Theory:<\/strong><\/span> Learn to find the inverse, transpose, multiplication of matrices, determinants, Eigenvalues, and vectors.<\/li>\n<li><span style=\"color: #333399;\"><strong>Calculus:<\/strong><\/span> Integrals, Differentiation. Differential Equations.<\/li>\n<li><span style=\"color: #333399;\"><strong>Numerical Analysis:<\/strong><\/span> Numerical methods to find the solution of a Differential equation and Integrals.<\/li>\n<li><span style=\"color: #333399;\"><strong>Statistics:<\/strong> <\/span>Distributions, Different kinds of Charts, Mean &#8211; Mode &#8211; Median (Different methods of finding each and relation between them).<\/li>\n<li>Probability<\/li>\n<\/ul>\n<h4><strong><span style=\"color: #800080;\">Business Skills<\/span> <\/strong><\/h4>\n<p>This one is an advanced skill to go further on Data Science. The main reason of having the Business Skills to have a knowledge of the surrounding and tactics which need to deal with problems and to maximize the profit. Some of the points are elaborated below:<\/p>\n<ul>\n<li><span style=\"color: #333399;\"><strong>Analytic&nbsp;Problem-Solving:<\/strong><\/span>&nbsp;Approaching high-level challenges with an eye on what is important; employing the right approach\/methods to make the maximum use of time and human resources.<\/li>\n<li><span style=\"color: #333399;\"><strong>Effective Communication<\/strong>.<\/span><\/li>\n<li><span style=\"color: #333399;\"><strong>Intellectual Curiosity:<\/strong> <\/span>Exploring new territories and finding creative and unusual ways to solve problems.<\/li>\n<li><span style=\"color: #333399;\"><strong>Industry Knowledge:<\/strong><\/span> Understanding the way your chosen industry&nbsp;functions and how data are collected, analyzed and utilized.<\/li>\n<\/ul>\n<h4><span style=\"color: #800080;\"><strong>Tools, Techniques, and Technology<\/strong><\/span><\/h4>\n<p>To become a data scientist one should know about the tools and technology which are used. Here not all are mention but to have the basic idea of tools which are used to deal with the data (here the techniques means the tools which help in data science) are listed below with the short description:<\/p>\n<p><a ref=\"magnificPopup\" href=\"http:\/\/vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/technology1.jpg\"><img loading=\"lazy\" decoding=\"async\" class=\"size-full wp-image-49607 aligncenter\" src=\"http:\/\/vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/technology1.jpg\" alt=\"technology\" width=\"715\" height=\"330\" srcset=\"https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/technology1.jpg 715w, https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/technology1-300x138.jpg 300w\" sizes=\"auto, (max-width: 715px) 100vw, 715px\" \/><\/a><\/p>\n<ul>\n<li><span style=\"color: #333399;\"><strong>Apache spark<\/strong>&#8211;<\/span> Apache Spark is an open-source data analytics cluster computing. Spark fits into the Hadoop open-source community, building on top of the Hadoop Distributed File System (HDFS).<\/li>\n<li><span style=\"color: #333399;\"><strong>SOLR<\/strong><\/span>&#8211;&nbsp; To build a highly scalable data analytics engine to enable customers to engage in lightning fast, real-time knowledge discovery.<\/li>\n<li><span style=\"color: #333399;\"><strong>S3&nbsp;<\/strong><\/span>&#8211; Amazon S3 is an online file storage web service offered by Amazon Web Services. Amazon S3 provides storage through web services interfaces.<\/li>\n<li><span style=\"color: #333399;\"><strong>Hadoop<\/strong> <\/span>&#8211; Apache Hadoop is an&nbsp;open-source&nbsp;software framework&nbsp;for storage and large-scale processing of&nbsp;data-sets&nbsp;on&nbsp;clusters&nbsp;of commodity hardware.<\/li>\n<li><span style=\"color: #333399;\"><strong>MapReduce<\/strong>&#8211;<\/span>Hadoop MapReduce is a software framework for easily writing applications which process vast amounts of data (multi-terabyte datasets) in parallel on large clusters (thousands of nodes) of commodity hardware in a reliable, fault-tolerant manner.<\/li>\n<li><strong><span style=\"color: #333399;\">Corona<\/span> <\/strong>&#8211; Corona, a new scheduling framework that separates cluster resource management from job coordination. Corona introduces a cluster manager whose only purpose is to track the nodes in the cluster and a number of free resources.<\/li>\n<li><span style=\"color: #333399;\"><strong>HBase <\/strong><\/span>&#8211; HBase is an&nbsp;open source platform,&nbsp;non-relational,&nbsp;distributed database modeled after&nbsp;Google&#8217;s&nbsp;Big Table&nbsp;and written in&nbsp;Java.<\/li>\n<li><span style=\"color: #333399;\"><strong>Zookeeper<\/strong><\/span> &#8211; Apache Zookeeper is a software project of the&nbsp;Apache Software Foundation, providing an&nbsp;open source&nbsp;distributed configuration service, synchronization service, and naming registry for large&nbsp;distributed systems.<\/li>\n<li><span style=\"color: #333399;\"><strong>Hive<\/strong><\/span> &#8211; Apache Hive is a&nbsp;data warehouse&nbsp;infrastructure built on top of&nbsp;Hadoop&nbsp;for providing data summarization, query, and analysis.<\/li>\n<li><span style=\"color: #333399;\"><strong>Mahout<\/strong><\/span> &#8211; Apache Mahout is a project of the&nbsp;Apache Software Foundation&nbsp;to produce&nbsp;free&nbsp;implementations of&nbsp;distributed&nbsp;or otherwise scalable&nbsp;machine learning&nbsp;algorithms focused primarily in the areas of&nbsp;collaborative filtering, clustering, and classification.<\/li>\n<li><span style=\"color: #333399;\"><strong>Lucene<\/strong><\/span>&#8211;&nbsp; It is a bunch of search-related and NLP tools but its core feature is being a search index and retrieval system. It takes data from a store like HBase and indexes it for fast retrieval from a search query.&nbsp;Solr&nbsp;uses Lucene under the hood to provide a convenient REST API for indexing and searching data.<\/li>\n<li><span style=\"color: #333399;\"><strong>NLTK<\/strong><\/span> &#8211;&nbsp;The&nbsp;Natural Language Toolkit, or more commonly&nbsp;NLTK, is a suite of&nbsp;libraries&nbsp;and programs for symbolic and statistical&nbsp;natural language processing(NLP) for the&nbsp;Python programming language.<\/li>\n<li><span style=\"color: #333399;\"><strong>Freebase <\/strong><\/span>&#8211;&nbsp;Freebase is a large collaborative knowledge base consisting of metadata composed mainly of its community members. It is an online collection of structured data harvested from many sources.<\/li>\n<li><span style=\"color: #333399;\"><strong>Sqoop- <\/strong><\/span>Sqoop&nbsp;is a command-line interface to back SQL data to a distributed warehouse. It&#8217;s what you might use to snapshot and copy your database tables to a Hive warehouse every night.<\/li>\n<li><span style=\"color: #333399;\"><strong>Hue-<\/strong><\/span>Hue&nbsp;is a web-based GUI to a subset of the above tools. Hue aggregates the most common&nbsp;Apache Hadoop&nbsp;components into a single interface and targets the user experience.<\/li>\n<\/ul>\n<h3><span style=\"color: #0000ff;\"><strong><span style=\"text-decoration: underline;\">Online Resources<\/span><\/strong><\/span><\/h3>\n<p>There are so many free online courses, such are MOOC (Massive Open Online Courses) and Vskills Govt. Certification courses. Some of which are given below, I think they may be helpful to some extent. Caution: Some of them may not be free.<\/p>\n<h4><span style=\"color: #800080;\"><strong>Introduction to CS Course<\/strong><\/span><\/h4>\n<p><em>Notes: Introduction to Computer Science Course that provides instructions on coding.<\/em><\/p>\n<p><strong>Online<em> Resources<\/em><\/strong><\/p>\n<ul>\n<li>Udacity &#8211; intro to CS course,<\/li>\n<li>Coursera &#8211; Computer Science 101<\/li>\n<\/ul>\n<h4><span style=\"color: #800080;\"><strong>Code in at least one object-oriented programming language: C++, Java, or Python<\/strong><\/span><\/h4>\n<p><span style=\"color: #000000;\"><strong>Beginner Online Resources<\/strong><\/span><\/p>\n<ul>\n<li>Coursera &#8211; Learn to Program: The Fundamentals,<\/li>\n<li>MIT Intro to Programming in Java,<\/li>\n<li>Google&#8217;s Python Class,<\/li>\n<li>Vskills \u2013 <a href=\"https:\/\/www.vskills.in\/certification\/web-development\/certified-python-developer\">Python Developer<\/a><\/li>\n<li>Python Open Source E-Book<\/li>\n<\/ul>\n<h4><span style=\"color: #800080;\"><strong>Learn other Programming Languages<\/strong><\/span><\/h4>\n<p>You should add these to your repertoire.<\/p>\n<ul>\n<li><a href=\"https:\/\/www.vskills.in\/certification\/web-development\/certified-dhtml-and-javascript-developer\">JavaScript Developer<\/a><\/li>\n<li><a href=\"https:\/\/www.vskills.in\/certification\/web-development\/certified-css3-developer\">CSS Developer<\/a><\/li>\n<li><a href=\"https:\/\/www.vskills.in\/certification\/web-development\/certified-html5-developer\">HTML Developer<\/a><\/li>\n<li>Ruby<\/li>\n<li><a href=\"https:\/\/www.vskills.in\/certification\/web-development\/python-programmer\">PHP Developer<\/a><\/li>\n<li>Perl<\/li>\n<li>Shell<\/li>\n<\/ul>\n<h4><span style=\"color: #800080;\"><strong>Develop logical reasoning and knowledge of discrete math<\/strong><\/span><\/h4>\n<ul>\n<li><a href=\"http:\/\/www.google.com\/url?q=http%3A%2F%2Focw.mit.edu%2Fcourses%2Felectrical-engineering-and-computer-science%2F6-042j-mathematics-for-computer-science-fall-2010%2Findex.htm&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNEXtF_m9Lj7XMQZFy8Y92633L2EcQ\">MIT Mathematics for Computer Science<\/a>, Coursera &#8211; Introduction to Logic,<\/li>\n<li><a href=\"https:\/\/www.coursera.org\/course\/linearopt\">Coursera &#8211; Linear and Discrete Optimization<\/a>, Coursera &#8211; Probabilistic Graphical Models,<\/li>\n<\/ul>\n<h4><span style=\"color: #800080;\"><strong>Develop Strong understanding of Algorithms and Data Structures<\/strong><\/span><\/h4>\n<p><strong>Notes:<\/strong> Learn about fundamental data types (stack, queues, and bags), sorting algorithms (quicksort, mergesort, heapsort) and data structures (binary search trees, red-black trees, hash tables), Big O.<\/p>\n<p><em><strong>Online Resources<\/strong><\/em><\/p>\n<ul>\n<li><a href=\"http:\/\/www.google.com\/url?q=http%3A%2F%2Focw.mit.edu%2Fcourses%2Felectrical-engineering-and-computer-science%2F6-006-introduction-to-algorithms-spring-2008%2Findex.htm&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNEIwTJvLQcPGJL2hPxLibPRvjhbbg\">MIT Introduction to Algorithms<\/a>,<\/li>\n<li>Coursera &#8211; Introduction to Algorithms&nbsp;Part 1&nbsp;&amp;&nbsp;Part 2, Wikipedia &#8211;<\/li>\n<li>Wikipedia &#8211;&nbsp;<a href=\"http:\/\/en.wikipedia.org\/wiki\/List_of_algorithms\">List of Algorithms<\/a>,<\/li>\n<li>Wikipedia &#8211;&nbsp;<a href=\"http:\/\/www.google.com\/url?q=http%3A%2F%2Fen.wikipedia.org%2Fwiki%2FList_of_data_structures&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNGRZ9Fud8WMZo2jelHNKc914X0NpA\">List of Data Structures<\/a>,<\/li>\n<li>Book:&nbsp;<a href=\"http:\/\/www.google.com\/url?q=http%3A%2F%2Fwww.amazon.com%2FAlgorithm-Design-Manual-Steven-Skiena%2Fdp%2F1849967202%2Fref%3Dsr_1_5%3Fs%3Dbooks%26ie%3DUTF8%26qid%3D1360133842%26sr%3D1-5%26keywords%3Dalgorithms&amp;sa=D&amp;sntz=1&amp;usg=AFQjCNE3JRdn9BbEEQtSBsVhSViU6X1xdQ\">The Algorithm Design Manual<\/a><\/li>\n<\/ul>\n<h4><span style=\"color: #800080;\"><strong>Learn Artificial Intelligence Online Resources<\/strong><\/span><\/h4>\n<ul>\n<li>Stanford University &#8211;&nbsp;Introduction to Robotics,&nbsp;Natural Language Processing,&nbsp;Machine Learning<\/li>\n<li>Vskills &#8211; <a href=\"https:\/\/www.vskills.in\/certification\/information-technology\/certified-data-mining-and-warehousing-professional\">Data mining and warehousing online course<\/a><\/li>\n<\/ul>\n<h4><span style=\"color: #800080;\"><strong>Learning Big Data<\/strong><\/span><\/h4>\n<ul>\n<li>Big Data University<\/li>\n<li><a href=\"https:\/\/www.vskills.in\/certification\/big-data\">Vskills Big Data Courses<\/a><\/li>\n<\/ul>\n<p>All these will help you to lead a successful career in Data Science.<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n<pre><strong>Content Written by\nAkhil Joshi - Vskills Intern\nSRM University<\/strong><\/pre>\n","protected":false},"excerpt":{"rendered":"<p>A Data Scientist is a person who makes use of his\/her skills to get value out of data. Data Science is one of the trending fields nowadays, As the clock is ticking new and new technologies are coming and the rate at which data generated is increasing exponentially there are an opportunity to show cast&#8230;<\/p>\n","protected":false},"author":2,"featured_media":51595,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_joinchat":[],"footnotes":""},"categories":[10],"tags":[1559,6745,6776],"class_list":["post-49601","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-career-tips","tag-data-science","tag-data-science-and-analytics","tag-data-scientist"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v22.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>How to become a Data Scientist - Vskills Blog<\/title>\n<meta name=\"description\" content=\"A Data Scientist is a person who makes use of his\/her skills to makes value out of data. Data Science is one of the trending fields nowadays.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"How to become a Data Scientist\" \/>\n<meta property=\"og:description\" content=\"A Data Scientist is a person who makes use of his\/her skills to get value out of data. Data Science is one of the trending fields nowadays.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/\" \/>\n<meta property=\"og:site_name\" content=\"Vskills Blog\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/vskills.in\" \/>\n<meta property=\"article:published_time\" content=\"2017-05-17T08:43:42+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-03T07:52:36+00:00\" \/>\n<meta name=\"author\" content=\"narender\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"narender\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"8 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/\",\"url\":\"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/\",\"name\":\"How to become a Data Scientist - Vskills Blog\",\"isPartOf\":{\"@id\":\"https:\/\/www.vskills.in\/certification\/blog\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/2_How-to-become-a-Data-Scientist.gif\",\"datePublished\":\"2017-05-17T08:43:42+00:00\",\"dateModified\":\"2024-04-03T07:52:36+00:00\",\"author\":{\"@id\":\"https:\/\/www.vskills.in\/certification\/blog\/#\/schema\/person\/80d2de7068386588e09226e7a48fbd8a\"},\"description\":\"A Data Scientist is a person who makes use of his\/her skills to makes value out of data. Data Science is one of the trending fields nowadays.\",\"breadcrumb\":{\"@id\":\"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/#primaryimage\",\"url\":\"https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/2_How-to-become-a-Data-Scientist.gif\",\"contentUrl\":\"https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/2_How-to-become-a-Data-Scientist.gif\",\"width\":750,\"height\":400,\"caption\":\"How to become a Data Scientist\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.vskills.in\/certification\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"How to become a Data Scientist\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.vskills.in\/certification\/blog\/#website\",\"url\":\"https:\/\/www.vskills.in\/certification\/blog\/\",\"name\":\"Vskills Blog\",\"description\":\"Vskills - A Initiative in Assessment to Enhance Employability\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.vskills.in\/certification\/blog\/?s={search_term_string}\"},\"query-input\":\"required name=search_term_string\"}],\"inLanguage\":\"en-US\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.vskills.in\/certification\/blog\/#\/schema\/person\/80d2de7068386588e09226e7a48fbd8a\",\"name\":\"narender\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\/\/www.vskills.in\/certification\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/0fe50f79fe26894ba61c918f43e5d2bf08967f3a3cecba33500f5ce9fdb7374c?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/0fe50f79fe26894ba61c918f43e5d2bf08967f3a3cecba33500f5ce9fdb7374c?s=96&d=mm&r=g\",\"caption\":\"narender\"},\"url\":\"https:\/\/www.vskills.in\/certification\/blog\/author\/narender\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"How to become a Data Scientist - Vskills Blog","description":"A Data Scientist is a person who makes use of his\/her skills to makes value out of data. Data Science is one of the trending fields nowadays.","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:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/","og_locale":"en_US","og_type":"article","og_title":"How to become a Data Scientist","og_description":"A Data Scientist is a person who makes use of his\/her skills to get value out of data. Data Science is one of the trending fields nowadays.","og_url":"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/","og_site_name":"Vskills Blog","article_publisher":"https:\/\/www.facebook.com\/vskills.in","article_published_time":"2017-05-17T08:43:42+00:00","article_modified_time":"2024-04-03T07:52:36+00:00","author":"narender","twitter_misc":{"Written by":"narender","Est. reading time":"8 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/","url":"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/","name":"How to become a Data Scientist - Vskills Blog","isPartOf":{"@id":"https:\/\/www.vskills.in\/certification\/blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/#primaryimage"},"image":{"@id":"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/#primaryimage"},"thumbnailUrl":"https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/2_How-to-become-a-Data-Scientist.gif","datePublished":"2017-05-17T08:43:42+00:00","dateModified":"2024-04-03T07:52:36+00:00","author":{"@id":"https:\/\/www.vskills.in\/certification\/blog\/#\/schema\/person\/80d2de7068386588e09226e7a48fbd8a"},"description":"A Data Scientist is a person who makes use of his\/her skills to makes value out of data. Data Science is one of the trending fields nowadays.","breadcrumb":{"@id":"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/#primaryimage","url":"https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/2_How-to-become-a-Data-Scientist.gif","contentUrl":"https:\/\/www.vskills.in\/certification\/blog\/wp-content\/uploads\/2017\/05\/2_How-to-become-a-Data-Scientist.gif","width":750,"height":400,"caption":"How to become a Data Scientist"},{"@type":"BreadcrumbList","@id":"https:\/\/www.vskills.in\/certification\/blog\/how-to-become-a-data-scientist\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.vskills.in\/certification\/blog\/"},{"@type":"ListItem","position":2,"name":"How to become a Data Scientist"}]},{"@type":"WebSite","@id":"https:\/\/www.vskills.in\/certification\/blog\/#website","url":"https:\/\/www.vskills.in\/certification\/blog\/","name":"Vskills Blog","description":"Vskills - A Initiative in Assessment to Enhance Employability","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.vskills.in\/certification\/blog\/?s={search_term_string}"},"query-input":"required name=search_term_string"}],"inLanguage":"en-US"},{"@type":"Person","@id":"https:\/\/www.vskills.in\/certification\/blog\/#\/schema\/person\/80d2de7068386588e09226e7a48fbd8a","name":"narender","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/www.vskills.in\/certification\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/0fe50f79fe26894ba61c918f43e5d2bf08967f3a3cecba33500f5ce9fdb7374c?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/0fe50f79fe26894ba61c918f43e5d2bf08967f3a3cecba33500f5ce9fdb7374c?s=96&d=mm&r=g","caption":"narender"},"url":"https:\/\/www.vskills.in\/certification\/blog\/author\/narender\/"}]}},"_links":{"self":[{"href":"https:\/\/www.vskills.in\/certification\/blog\/wp-json\/wp\/v2\/posts\/49601","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.vskills.in\/certification\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.vskills.in\/certification\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.vskills.in\/certification\/blog\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.vskills.in\/certification\/blog\/wp-json\/wp\/v2\/comments?post=49601"}],"version-history":[{"count":12,"href":"https:\/\/www.vskills.in\/certification\/blog\/wp-json\/wp\/v2\/posts\/49601\/revisions"}],"predecessor-version":[{"id":51709,"href":"https:\/\/www.vskills.in\/certification\/blog\/wp-json\/wp\/v2\/posts\/49601\/revisions\/51709"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.vskills.in\/certification\/blog\/wp-json\/wp\/v2\/media\/51595"}],"wp:attachment":[{"href":"https:\/\/www.vskills.in\/certification\/blog\/wp-json\/wp\/v2\/media?parent=49601"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.vskills.in\/certification\/blog\/wp-json\/wp\/v2\/categories?post=49601"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.vskills.in\/certification\/blog\/wp-json\/wp\/v2\/tags?post=49601"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}