{"id":516,"date":"2017-02-10T18:32:00","date_gmt":"2017-02-10T15:32:00","guid":{"rendered":"http:\/\/kusuaks7\/?p=121"},"modified":"2025-02-28T14:35:57","modified_gmt":"2025-02-28T14:35:57","slug":"navigating-big-data-certification-programs","status":"publish","type":"post","link":"https:\/\/www.experfy.com\/blog\/bigdata-cloud\/navigating-big-data-certification-programs\/","title":{"rendered":"Navigating Big Data Certification Programs"},"content":{"rendered":"\t\t
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Why Certifications Programs in Big Data and Data Science<\/a>?<\/em><\/strong><\/h3><\/h3>\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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In this very nascent field of big data where both HR and managers often don’t know what to look for in a candidate, it helps\u00a0to acquire certifications in specific knowledge areas. The wide gap between academic programs in data science and industry practices makes it practically necessary for both industry and academia to come up with certification programs to bridge the gap between supply and demand. Much of the initiative toward certification has come from the industry, especially when it comes to big data technologies such as Hadoop.<\/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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\u00a0<\/em><\/strong>Who are big data certification programs aimed at?<\/em><\/strong><\/h3><\/h3>\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\tIf you are currently employed as IT manager, a business analyst, a data scientist, an architect, or a student aspiring for a data-analytics related career, there are several compelling certification programs available. The requirement for participating in any of these certification programs is a set of prerequisites that must be met in order\u00a0to enroll in a\u00a0program.\u00a0<\/strong>\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\tCertification programs on big data or data science serve a variety of purposes: some certification program courses may provide an introduction to the background and theoretical principles, while others may directly take a student step by step, through hands-on training in big-data analytics, including technologies such as Hadoop. Some courses may expose you to both the basic and advanced methods of data analytics, while others may teach you to confront business challenges that leverage big 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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Whatever may be your training goals; you can explore the certification programs listed here, and select the one that exactly matches your learning needs. Here's a snapshot of some of the most popular and credible certification programs offered by major universities and\u00a0industry.<\/em><\/h4><\/h4>\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\tEMC<\/strong>\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\tFor starters, EMC offers an open courseware on Big Data: Open Course to Unleash the Power of Big Data.<\/strong>\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\tThe emphasis of this open courseware is on data science and data analytics. This training-cum-certification course facilitates real-world use cases, taking the student hands on through industry best practices and practical techniques exploited in basic and advanced data analytics. Most of the case examples used in this course is suitable for multi-vendor, multi-technology environments. With the skills and knowledge gained through\u00a0this training and certification course, you can immediately apply the learning in big-data and analytics projects.\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\tThe Certification Program offered with this course is aligned to EMC Proven Professional Data Scientist Associate (EMCDSA) certification.\u00a0You may download the course outline, the overview, the full-course description, or the EMCDSA Certification-exam description from the above link.\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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Harvard Extension School<\/strong><\/h4><\/h4>\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\tHarvard Extension School offers a Certificate Course in Data Science, which you can access here: \u00a0Data Science Certificate Course<\/a>.<\/strong>\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 course focuses on teaching students on how to gain insights from business data for strategic decision-making. This certification program is broken down in four distinct courses, one of which is a required course, and the other three may be freely chosen from an exhaustive list of available courses. The required course is: CSCI E-109<\/strong>\u00a0<\/strong>Data Science<\/a><\/strong>.\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\nYou can select rest of the three courses from a list of many choices. This certificate course teaches many sophisticated concepts such as data wrangling, exploratory analysis, cleaning, sampling, regression and classification. Apart from data visualization, you will also learn many useful statistical methods used in data discovery. This course is ideally suited for individuals entering a data science career. For certification, you have to take graduate-level courses, and maintain a B average in all the courses. You also need to complete the courses within three years. An online Certificate Course Tracker will help your monitor your progress.\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\tFor earning the certificate, you can directly select the courses and\u00a0register<\/a><\/strong>\u00a0for graduate credit. All the required courses are offered every year, but the elective courses may or may not change from year to year due to instructor availability and new offerings.\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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A Master’s degree known as Information Technology Graduate Program<\/a><\/strong>\u00a0is also offered, which may be partially fulfilled by the certification courses that you complete. You can visit the degree course search<\/a><\/strong>\u00a0to find out how certificate courses apply toward the degree.<\/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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If you want to earn the master’s degree, apply to the degree program first, and earn the certificate along the way. The flexibility of these courses is that you can start out with one course, and then decide whether you want to work towards a Certification or a full Master’s degree.<\/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\t\u00a0What follows below are courses by vendors promoting their own\u00a0distribution of Hadoop. \u00a0Before you pick one, it is important to understand the differences. \u00a0See our comparison, Cloudera vs Hortonworks vs MapR: Comparing Hadoop Distributions<\/a>.<\/strong><\/em>\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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CLOUDERA<\/strong><\/h4><\/h4>\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\tCloudera offers a certification program in big data applications:\nDesigning and Building Big Data Applications<\/a>. <\/strong>\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 four-day, instructor-led course provides a hands-on tour of data analysis and real-world problems. You will be exposed to Apache Hadoop technology in an enterprise data hub environment. During the course, you will get a chance to walk through the complete process of planning, designing, and building real-world solutions including data ingestion and data storage techniques. Additionally, you may use the additional elements of the enterprise data hub and develop converged applications. Through discussions, exercises, and interactive sessions, you will gain practical insights into the Hadoop ecosystem.\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\tThe useful skills that you develop through this program are using Kite SDK<\/a><\/strong>, managing a multi-stage workflow with Oozie, analyzing data with Crunch, writing user-defined functions for Hive andImpala among others.\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\tUpon completion of the course, attendees are encouraged to continue their study and register for the Cloudera Certified Developer for Apache Hadoop (CCDH) exam.\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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HORTONWORKS<\/strong><\/h4><\/h4>\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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Hortonworks offers\u00a0Applying Data Science Using Apache Hadoop<\/a>. <\/strong>This is a 3-days course that includes instructions on\u00a0the processes and practices of data science, including machine learning and natural-language processing.\u00a0 Many practical analytics tools and programming languages make up this course. The target audience for this course is data architects, software developers, analysts, and data scientists ready to apply data science and machine learning on Hadoop. This course consists of\u00a050% lecture sessions and 50% lab sessions.<\/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\tPrerequisites for taking this course are:\n
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  1. Experience\u00a0with at least one programming\u00a0or scripting language<\/li>\n \t
  2. Knowledge of statistics and\/or\u00a0mathematics<\/li>\n \t
  3. Basic understanding of big data and\u00a0Hadoop principles.<\/li>\n<\/ol>\nSome of useful skills that you can hope to develop in the lecture sessions are recognizing use cases for data science, understanding the architecture of Hadoop and YARN, identifying machine-learning tasks, and using Mahout to run a machine-learning algorithm on Hadoop.\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\tSome skills that you learn in the lab sessions are setting up a development environment, using HDFS Commands, using Mahout for Machine Learning, exploring data with Pig, and many more. If you want to get detailed information on course objectives or learning outcomes of both the lecture and lab sessions, then visit the above link.\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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    MapR Academy<\/strong><\/h4><\/h4>\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\tFor a hands-on Hadoop training, the\u00a0MapR Academy offers\u00a0MapR Hadoop Certification<\/a>.<\/strong>\u00a0 A MapR Hadoop certification validates that you have demonstrated proficiency as a Hadoop Administrator, Developer, and Data Analyst.\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\tMapR wants to promote the following benefits with their certification programs:\n