Cloudera is a company that specializes in mega data collections built around the Apache Hadoop platform to create what it calls “enterprise data hubs.” Such hubs enable customers to create information-driven organizations, where Cloudera provides a platform for enterprise-ready data management. This platform is designed to provide the tools to extract the most value from your customer data.
Although Hadoop is a free, open-source platform, Cloudera adds substantial value by providing strong security, policy-driven data governance, formal system management, product support and lots of important system integrations to bring all data sources together under its umbrella. Cloudera offers enterprise and express versions of its Cloudera Distribution. This includes Cloudera Apache Hadoop, usually abbreviated CDH, with varying license models. It provides a no-charge, unsupported download of core CDH software tool(1).
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Cloudera’s comprehensive view of the importance of qualified big data talent shines through the architecture and elements of the company’s current certification offerings. The company currently offers four professional certifications at two levels.
There are no prerequisites required to take any Cloudera certification exam. The CCA Spark and Hadoop Developer exam (CCA175) follows the same objectives as Cloudera Developer Training for Spark and Hadoop and the training course is an excellent preparation for the exam.
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Convert a set of data values in a given format stored in HDFS into new data values or a new data format and write them into HDFS.
Use Spark SQL to interact with the metastore programmatically in your applications. Generate reports by using queries against loaded data.
This is a practical exam and the candidate should be familiar with all aspects of generating a result, not just writing code.
CCA175 is a remote-proctored exam available anywhere, anytime. CCA175 is a hands-on, practical exam using Cloudera technologies. Each user is given their own CDH6 (currently 6.1.1) cluster pre-loaded with Spark 2.4. All websites, including Google/search functionality and access to Spark external packages is disabled.
According to Cloudera,
Each CCA question requires you to solve a particular scenario. In some cases, a tool such as Impala or Hive may be used. In most cases, coding is required.
Your exam is graded immediately upon submission and you are e-mailed a score report within three days of your exam. Your score report displays the problem number for each problem you attempted and a grade on that problem. If you fail a problem, the score report includes the criteria you failed (e.g., “Records contain incorrect data” or “Incorrect file format”). We do not report more information in order to protect the exam content.
Worldwide revenues for Big Data and Business Analytics solutions will reach $260 billion in 2022 with a CAGR of 11.9% as per International Data Corporation (IDC). The average salary for a Cloudera certified Spark and Hadoop Developer is 109000 USD as per payscale. Software engineers had the lowest salaries of them all at 85000 USD while data scientists made the most at 165000 USD. Of course, the salaries depended on the experience that the professionals had and the area of specialization for them and what they were working as.
There are several training providers for the certification. Cloudera offers a lot of resources for the exam. In addition, providers like edureka, simpli learn, udemy, among others offer the resources for you to prepare for the exam and better train yourself.