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A financial company stores all enterprise data for five years in their Teradata data warehouse that costs them expensive storage. The company started an initiative to move historical data to a Hadoop environment and uses federation method to access both sets of data. What would be the IBM Big Data value proposition for this use case?
IBM Logical Data Warehouse and IBM Big SQL
Enterprise Data Warehouse
Pure Data for Analytics
InfoSphere Information Server
Which of the following statements is TRUE regarding Cloud deployment models?
Performance and scalability requirements are a critical factor for deciding between Platform as a Serviceand Infrastructure as a Service deployment models
In a platform as a Service offering, the customer has root access to the servers
Applications with extremely high transactions volumes are good candidates for Platform as a Service
In an infrastructure as a service deployment, the cloud provider provides security patching, monitoring andfail over capabilities
Company K is designing their Big Data system. In their enterprise, they anticipate every 9 months there will be a big spike of new data on the order of multiple TB. Their company policy also dictates that data older than one year will be archived with a major clean up every 5 years. Cost is also a big issue. Which of the following provides the best design for these requirements?
Estimate the peak volume over a 5 year period and set up a Hadoop system with commodity HW and storage to accommodate that volume
Estimate the peak volume over a 3 year period and set up a Hadoop system with NAS to accommodate the expected volume
Use Cloud elasticity capabilities to handle the peak and valley data volume
Use SAN storage with compression to handle the peak and valley data volume
You are designing storage for a new Hadoop cluster. Which of the following statements is TRUE regarding the usage of SAN or NAS?
SAN or NAS should not be used to set up HDFS
SAN or NAS must be used, if available, to provide backup capabilities
SAN or NAS can be used to support retention policies
SAN or NAS cannot be used if your Hadoop cluster spans 2 sites
IBM C2090-102 Exam (IBM Big Data Architect) Detailed Information
C2090-102 Test Information / Examination Information
Number of questions : 55 Time allowed in minutes: 90 Required passing score : 60% Languages : English
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C2090-102 IBM Big Data Architect
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IBM Big Data Architect certification
top-quality massive information Certifications | C2090-102 Real Questions and VCE Practice Test
credit score: Mikko Lemola/Shutterstock
state-of-the-art agencies are seeking enhanced methods to pull the counsel they need from big volumes of records accessible to them. big information equipment administrators save, manage and switch gigantic sets of data, making them amenable to evaluation. facts analytics is the observe of analyzing the raw information to identify patterns and draw conclusions. business intelligence contains the assortment and firm of counsel to report on company actions, commonly pulling information from these very sets.
together with the surge in big facts interest comes a turning out to be variety of certifications to respect the vital abilities in working with gigantic data units. The goal audience is IT specialists with a historical past in analytics, facts mining, company intelligence or statistics administration, together with a knack for and interest in mathematics and facts. huge records engineers are in moderately excessive demand and always command salaries of $a hundred and one,000 or extra, where information scientists average about $128,500 in earnings.
We took a detailed examine certifications from INFORMS, Microsoft, MongoDB, Oracle and SAS. check out the consequences from our casual search of numerous job boards to look which certifications employers basically want. despite the fact, these outcomes are a image from a particular day, time and geography, so that they may additionally no longer mirror specific job demands in your locality if you happen to search for yourself.
Job board search outcomes (in alphabetical order, via certification)
MCSE: records administration and Analytics (Microsoft)
MongoDB licensed DBA
MongoDB licensed Developer
Oracle company Intelligence
SAS certified statistics Scientist
*certified Analytics professional
CAP: certified Analytics expert
INFORMS is a membership-primarily based affiliation aimed at practitioners, researchers and instructors in analytics, as well as operations analysis and management sciences. The affiliation reports about 12,500 members from essentially ninety nations, most of whom take part in a considerable number of educational and networking opportunities via their INFORMS membership.
The company also sponsors the dealer-neutral licensed Analytics skilled (CAP) certification. CAP makes a speciality of seven domains of the analytics system:
company problem framing
Analytics difficulty framing
model lifecycle management
Candidates ought to meet rigorous education and adventure necessities, obtain confirmation from a supervisor (latest or former) of appropriate tender advantage, comply with a code of ethics, and flow one computing device-primarily based examination.
This credential need to be renewed each three years by way of earning 30 professional construction instruments (PDUs). INFORMS additionally requires a $100 annual renovation payment starting within the fourth yr after certification.
CAP information and figures
certified Analytics professional (CAP)
prerequisites and required classes
Eligibility to sit down for examination:
A BA/BS degree or MA/MS degree in an analytics-connected area (as authorized by way of INFORMS)
no less than 3 years of professional analytics-linked event with an MA/MS degree related to analytics OR 5 years with a linked BA/BS diploma linked OR 7 years with a BA/BS degree or better it truly is not concerning analytics
Supervisory affirmation of demonstration of appropriate smooth potential
agreement to code of ethics
number of tests
1 examination (a hundred numerous-option questions, three hours)
can charge per examination
examination: $495 member, $695 nonmemberRe-examination payment: $300 member, $400 nonmemberExams administered by using Kryterion. Candidates have to be authorized by means of INFORMS and pay for the exam before registering with an exam web site.
The licensed Analytics knowledgeable Candidate handbook contains exam themes (the 7 domains), sample check questions and a list of self-look at components. A study e-book is purchasable on the CAP web site (membership or registration required).
MCSE: information administration and Analytics
Microsoft is part of the big information combine with its MCSE: records management and Analytics certification, which leans heavily toward SQL Server 2016 and emphasizes cloud environments and reporting. This credential replaces the Microsoft licensed options skilled (MCSE): company Intelligence, which retired on March 31, 2017.
The MCSE: data administration and Analytics requires candidates to earn an MCSA certification after which move an elective examination. The MCSA certifications to choose between are MCSA: SQL Server 2012/2014; MCSA: SQL 2016 Database Administration; MCSA: SQL 2016 Database construction; MCSA: SQL 2016 BI construction; MCSA: laptop discovering; MCSA: BI Reporting; and MCSA: data Engineering with Azure. There are 12 MCSE elective checks, which center of attention on a variety of cloud, big facts analytics and BI topics, with machine discovering now brought to the MCSA certifications.
To preserve this certification, you must flow an additional optional examination each and every 12 months. Doing so provides an entry to your transcript that indicates your dedication to staying existing on technologies and expanding your ability set.
MCSE: information administration and Analytics records and figures
MCSE: facts administration and Analytics
prerequisites and required classes
prerequisites (1 required):
MCSA: SQL Server 2012/2014
MCSA: SQL 2016 BI building
MCSA: SQL 2016 Database Administration
MCSA: SQL 2016 Database development
MCSA: computer gaining knowledge of
MCSA: BI Reporting
MCSA: statistics Engineering with Azure
practicing courses purchasable and advised for all certifications however no longer required.
variety of exams
one in every of here:
70-473: Designing and implementing Cloud statistics Platform options
70-475: Designing and enforcing big records Analytics solutions
70-464: constructing Microsoft SQL Server Databases
70-465: Designing Database solutions for Microsoft SQL Server
70-466: implementing records fashions and reviews with Microsoft SQL Server
70-467: Designing company Intelligence options with Microsoft SQL Server
70-762: establishing SQL Databases
70-767: implementing an information Warehouse the usage of SQL
70-768: establishing SQL statistics fashions
70-773: inspecting big data with Microsoft R*
70-774: function Cloud facts Science with Azure laptop researching
70-775: function data Engineering on Microsoft Azure HDInsight
charge per examination
$165, administered through Pearson VUE.
every examination web page has hyperlinks to instructor-led practicing, examination prep movies, self-paced practising, apply exams and books.
*exam to be retired on June 30, 2019. alternative examine no longer yet released however may still be attainable just before that date.
MongoDB NoSQL certifications
MongoDB is both an open-supply, NoSQL document-oriented database and the name of the enterprise featuring that expertise. as a result of its doc-oriented NoSQL model, MongoDB is best for managing gigantic quantities of loosely structured facts, as is so frequently the case in large records tasks.
MongoDB was deemed a frontrunner in Forrester Wave: huge records NoSQL, Q3 2016, and Gartner chosen MongoDB as a challenger in its 2016 Magic Quadrant for Operational Database management systems. The database ranks fifth in universal database engine recognition as of March 2019.
The MongoDB NoSQL certification program recognizes developers and operations professionals who can create and run purposes on MongoDB. The application offers two affiliate-stage credentials: MongoDB certified DBA and MongoDB licensed Developer. The company plans to finally roll out bigger-stage certifications. The latest assessments are in keeping with MongoDB V4.0.
MongoDB offers deepest, instructor-led school room practising in addition to free on-line video training through MongoDB institution. every online direction usually runs for three-7 weeks and lines video lectures, quizzes, weekly assignments, and a final examination or assignment. college students may additionally use the forums to have interaction and tackle every other's questions; instructors and instructing assistants monitor forums and jump in when obligatory.
For database authorities drawn to venturing into big facts projects and NoSQL databases, the MongoDB certification is certainly a profitable aim.
MongoDB NoSQL certification information and figures
MongoDB certified DBA, associate stage
MongoDB certified Developer, affiliate degree
necessities and required courses
None; working towards advised however now not required
variety of assessments
1 examination per credential (distinct-option questions, 90 minutes; delivered online through MongoDB's proctoring associate)
C100DBA: MongoDB licensed DBA associate exam
C100DEV: MongoDB licensed Developer associate exam
can charge per exam
$a hundred and fifty (or local foreign money equal)
MongoDB university offers public and personal training, as well as free online courses. each exam webpage comprises a analyze e book and hyperlinks to documentation, shows and examination analyze periods (if attainable).
Oracle company Intelligence certification
Oracle has one of the biggest certification courses on the earth, and it has granted greater than 1 million Oracle and solar certifications.
Oracle offers its company Intelligence (BI) certifications across a few purposes and platforms, akin to business Intelligence functions 7 for CRM, company Intelligence functions 7 for ERP, and company Intelligence basis 11g. To slender down the box, we focused on the Oracle enterprise Intelligence foundation Suite 11g licensed Implementation professional credential.
Candidates for this certification are intermediate-degree authorities (architects, analysts, developers and administrators) who work with Oracle business Intelligence Suite solutions, performing initiatives comparable to installation, constructing, querying, configuring, and managing the platform and BI dashboards.
youngsters any person can effort the examination, the certification is designed for individuals of the Oracle accomplice community who promote and set up the know-how.
New checks and training courses according to Oracle BI 12c are also fitting purchasable as these classes and assessments are launched to the public.
Oracle business Intelligence certification records and figures SAS certified facts Scientist
SAS is a multibillion-dollar world employer that makes a speciality of business analytics utility and features. The enterprise's well-honed certification software presents 9 credentials throughout programming, tips and statistics administration, superior analytics, and business intelligence.
Three noteworthy SAS certifications are the SAS licensed facts Scientist, SAS licensed Statistical company Analyst the usage of SAS 9: Regression and Modeling, business Intelligence content material Developer for SAS 9, and SAS licensed large information expert the usage of SAS 9. We focused on the SAS certified information Scientist the usage of SAS 9.
Candidates for the information Scientist certification may still have in-depth knowledge of and skills in manipulating huge statistics the usage of SAS and open-source tools, the use of complicated machine researching models, making enterprise options, and deploying models. Candidates should circulate 5 assessments to earn the SAS certified data Scientist credential.
SAS does not require candidates to take certification courses as a prerequisite for checks, however the enterprise offers an reliable curriculum for people that have the finances and want the further guidance.
SAS "versioned" credentials, such because the SAS certified data Scientist the use of SAS 9, do not expire. however, SAS may additionally retire tests as new or greater software is launched.
SAS licensed information Scientist records and figures
SAS licensed records Scientist the usage of SAS 9
must haves and required classes
SAS licensed massive statistics knowledgeable the use of SAS 9
SAS certified superior Analytics professional the usage of SAS 9
See a list of classes that aid massive information and superior Analytics on the SAS Academy for information Science webpage. informed records Scientist practicing: SAS licensed information Scientist (e-gaining knowledge of, $4,400; are living instructor-led in Cary, North Carolina; 12 weeks, $16,000)
number of assessments
SAS licensed big records knowledgeable the use of SAS:
SAS massive records instruction, records and visible Exploration
SAS massive facts Programming and Loading
SAS certified superior Analytics professional the use of SAS:
Predictive Modeling the use of SAS commercial enterprise Miner 13 or 14
SAS superior Predictive Modeling
SAS text Analytics, Time sequence, Experimentation and Optimization
exams encompass varied-option, short-reply and interactive questions (interactives are in simulated SAS atmosphere). exams attainable through Pearson VUE.
can charge per examination
$one hundred eighty; Predictive Modeling exam is $250
See the Certification discount applications webpage for discounts for college, team of workers, students, veterans and others.
Self-look at substances
record of exam preparation training and substances purchasable on individual exam pages. Free sample questions accessible. follow exams ($500) obtainable via SAS and Pearson VUE.
beyond the top 5: extra huge records certifications
It turned into a true challenge to whittle down this 12 months's checklist of common massive records certifications. The Cloudera certified skilled facts Engineer (CCP statistics Engineer) neglected a spot within the proper 5 by using a small margin. The company also presents CCA Spark and Hadoop Developer and CCA statistics Analyst certifications. Given the business's leadership repute in utility and services in line with Hadoop, the CCP facts Engineer certification is worth your consideration.
other notable certifications include the IBM licensed facts Architect, the EMC: facts Science (EMCDS), and people from Amazon web services (AWS), Hortonworks, MapR and Teradata.
try Stanford's statistics Mining and applications graduate certificate. even though it's no longer a supplier-impartial or vendor-specific certification (it be a college certificate), TechExams discussion board members find it irresistible in terms of recognition and job potentialities. The certificate requires completion of three lessons (9 school contraptions) at a price of $11,340 to $12,600. The Microsoft skilled program (MPP) presently offers four tracks for online schooling with path completion certificates, including two central tracks: one on statistics science, the different on large information. These are value sorting out as neatly, and drastically more affordable than the Stanford certificates program.
there are lots of extra. a quick Google search every month or two should still exhibit a becoming list of large facts, information analytics and BI certifications, and we believe one or more of these is a wise method to spend your certification dollars.
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