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Test Number : C2090-101
Test Name : IBM Big Data Engineer
Vendor Name : IBM
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C2090-101 test Format | C2090-101 Course Contents | C2090-101 Course Outline | C2090-101 test Syllabus | C2090-101 test Objectives


Exam Title : IBM Certified Data Engineer - Big Data
Exam ID : C2090-101
Exam Duration : 75 mins
Questions in test : 53
Passing Score : 65%
Official Training : IBM Knowledge Center
Exam Center : Pearson VUE
Real Questions : IBM Big Data Engineer Real Questions
VCE practice questions : IBM C2090-101 Certification VCE Practice Test

Data Loading
- Load unstructured data into InfoSphere BigInsights
- Import streaming data into Hadoop using InfoSphere Streams
- Create a BigSheets workbook
- Import data into Hadoop and create Big SQL table definitions
- Import data to HBase
- Import data to Hive
- Use Data Click to load from relational sources into InfoSphere BigInsights with a self-service process
- Extract data from a relational source using Sqoop
- Load log data into Hadoop using Flume
- Insert data via IBM General Parallel File System (GPFS) Posix file system API
- Load data with Hadoop command line utility 34%
Data Security
- Keep data secure within PCI standards
- Uses masking (e.g. Optim, Big SQL), and redaction to protect sensitive data 8%
Architecture and Integration
- Implement MapReduce
- Evaluate use cases for selecting Hive, Big SQL, or HBase
- Create and/or query a Solr index
- Evaluate use cases for selecting potential file formats (e.g. JSON, CSV, Parquet, Sequence, etc..)
- Utilize Apache Hue for search visualization 17%
Performance and Scalability
- Use Resilient Distributed Dataset (RDD) to Boost MapReduce performance
- Choose file formats to optimize performance of Big SQL, JAQL, etc.
- Make specific performance tuning decisions for Hive and HBase
- Analyze performance considerations when using Apache Spark 15%
Data Preparation, Transformation, and Export
- Use Jaql query methods to transform data in InfoSphere BigInsights
- Capture and prep social data for analytics
- Integrating SPSS model scoring in InfoSphere Streams
- Implement entity resolution within a Big Data platform (e.g. Big Match)
- Utilize Pig for data transformation and data manipulation
- Use Big SQL to transform data in InfoSphere BigInsights
- Export processing results out of Hadoop (e.g. DataClick, DataStage, etc.)
- Utilize consistent regions in InfoSphere Streams to ensure at least once processing 26%



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IBM IBM Question Bank

IBM gets It correct on Cancel tradition and company accountability | C2090-101 boot camp and Dumps

On the heels of the failed insurrection of January 6, several sought after Republicans have raged that the real hazard to American democracy is “cancel subculture.” That view is rather understandable. in any case, a few excellent U.S. firms have already canceled their economic aid for ratings of Republicans in Congress who abetted the rebellion, and the fallout has best simply begun. despite the complaints of Republicans, it appears that the enterprise neighborhood is decided to endeavor its appropriate to boycott whomever it pleases, and IBM has just made the case for corporate cancel culture to go even extra.

When boycotts work: "cancel lifestyle" as harm manage

The term “cancel tradition” has diverse colorings of meaning. generally, it refers to an outpouring of criticism focused on celebrities and other public figures. all the way through the Trump administration, it has also develop into a political slur. main Republican officers reminiscent of former South Carolina Governor Nikki Haley have deployed “cancel way of life” to neutralize Black Lives count number supporters and other critics of the outgoing president’s guidelines on human rights and civil rights, among other concerns.

The “cancel lifestyle” slur has now turn into a strategy for harm control. An ever-turning out to be listing of company leaders have joined a funding boycott on the 147 Republican members of Congress who objected to the Electoral vote on January 6. moreover, tech companies are boycotting Trump and a few of his supporters, via denying them entry to their social media or e-commerce systems.

below these circumstances, lots of those 147 elected officers will discover it complex, if now not feasible, to win re-election. other Republican birthday party individuals in quest of larger office are also in danger. Little wonder that they're leaning on the “cancel lifestyle” slur to regain entry to company greenbacks, media aid and e-commerce structures.

Governor Haley gives one illustration of how the “cancel culture” slur as a hurt handle strategy. She spoke at a closed-door assembly of the Republican countrywide Committee on January 7, only one day after the failed insurrection. As pronounced by Politico and different news groups, she criticized the President and referred to as upon members of her celebration to do some soul looking.

however a further part of Haley’s speech changed into picked up by a conservative op-ed contributor in the Hill, who stated that “…Haley also warned of what may become a tons more corrosive possibility to the already unravelling cloth of their republic: the upward push of censorship and ‘cancel lifestyle.’”

The op-ed persisted:

“They’ve established that they’ll ‘cancel’ anyone who receives in their means,” Haley talked about. “They are looking to shout down and shut up anyone who disagrees with them. They want to take control of the classroom, the boardroom, the media eco-friendly room and even the dining room desk."

In sum, the precise danger facing the U.S. is not violent extremists who attacked the Capitol building with murderous intent; fairly, individuals of the public who insist on a civil society are the real enemies.

IBM gets corporate social responsibility appropriate

The “cancel subculture” slur may additionally sound like a smart approach internal the Republican bubble, but in a corporate context it is something thoroughly diverse. it's an existential risk to the company social accountability circulate. It erases the foundational principle of the circulation, specifically, that enterprises have the energy to decide appropriate from wrong.

Christopher A. Padilla, IBM’s vp of government and Regulatory Affairs, is among these recognizing the danger that the “cancel way of life” slur poses to the company voice on concerns of ethical, social, and civic subject.

In an IBM blog post closing week, Padilla didn't call out the Republican birthday party by way of identify, however he obviously intended his message as an argument for businesses to flex their public muscle a long way past the cancellation of donations to Republicans.

“a lot of their peers in company america have began by using suspending their monetary contributions to elected officials who objected to the clear and sure influence of the election,” Padilla wrote.

“but this second in background should be about plenty more than businesses briefly withholding political money to take a stand. here's an opportunity for us to pause and consider, to seem to be forward at what policy measures can in fact restore have faith and confidence in their democracy,” he continued.

Padilla cited that IBM has a decades-lengthy coverage of no longer making political donations, either without delay or via a PAC. From this nonpartisan platform, Padilla pledged that IBM would aid Congress and the Biden administration in a collection of reforms aimed at limiting the means of the Republican birthday party, or any one else, to arrange another insurrection.

That includes strengthening the rules for presidential transitions, updating Hatch Act restrictions on partisan politicking by way of public servants, restricting the installation of partisan allies in federal companies, and reforming the law on financial disclosure and divestiture for persons holding public workplace.

Padilla additionally highlighted two legislative proposals previously supported via IBM, which endure at once on the ability of the Republican-backed mob to arrange and destroy into the U.S. Capitol constructing with lethal drive, reportedly with the involvement of legislations enforcement officers.

One is the problem of justice in policing, which dominated the general public discourse within the months leading as much as the 2020 election. IBM is among the companies helping the Black Lives be counted circulation, and Padilla pledged to step up the enterprise’s efforts to advocate for brand new racial justice legislations like the George Floyd Justice in Policing Act.

The different reform has bears on the concern of tech enterprise legal responsibility for on-line content material. Tech agencies are at the moment shielded below area 230 of the Communications Decency Act, and Padilla pledged that IBM would guide transparency-oriented legislation like the bipartisan PACT Act added all through the old session of Congress.

section 230 reforms cut straight to the heart of the “cancel tradition” slur, by maintaining the responsibility of tech businesses to make ethical, moral, and civic judgements upon the speech and pictures they host.

“Cancel culture,” the skill race, and manufacturer attractiveness

If Governor Haley and her colleagues within the Republican birthday party hope to defuse the company boycott move through leaning on the “cancel tradition” slur, they've their work reduce out for them.

Even before the rebellion, the Republican birthday party become already prone to losing the ability race, because the up-and-coming technology turns far from racism and white supremacy. Now studies have surfaced that employers are shying far from hiring former Trump administration officers, including yet another reason for talented and ambitious younger individuals to steer clear of associating with the Republican manufacturer.

Lest Republicans complain that the employment difficulty is a further kind of “cancel subculture,” Forbes Chief content material Officer and Editor Randall Lane has countered that the challenge isn't political. it's a simple be counted of company attractiveness. In a January 7 article, he warned employers of the reputational possibility concerned in hiring any of Trump’s right spokespersons, according to their collective track list of lying to the general public.

“Forbes will assume that every thing your company or company talks about is a lie,” he wrote, while noting that Forbes is a accurate company with a attractiveness of its own to deliver protection to. He positioned “cancel lifestyle” firmly in the silo of “societal blight,” that means that it has no touching on a corporation’s right to protect its brand.

“… this standard must practice to liars from either birthday party,” he concluded. “It’s just a consciousness that, as Daniel Patrick Moynihan famously said, in a thriving democracy, everyone is entitled to their own opinions, but no longer their personal facts.”

Reputational chance and public safety

The reputational risk element is already rising in areas aside from corporate donations. Loews resorts, for example, brought about a stir over the weekend when it publicly introduced that its Portofino Bay resort in Orlando canceled a fundraiser that had been scheduled for Missouri Senator Josh Hawley, who's widely considered as among the many chief instigators of the January 6 riot.

“we are horrified and antagonistic to the pursuits at the Capitol and all who supported and incited the moves.," Loews wrote in a Twitter submit on January 16. “In light of these routine and for the security of their guests and team individuals, we've suggested the host of the Feb. fundraiser that it will now not be held at Loews hotels.”

Th public defense subject dovetails with the growing circulate amongst establishments to push returned against permissive state laws on carrying weapons in public. It additionally reinforces the efforts of companies to push again in opposition t the anti-mask circulate as an easy remember of civic responsibility.

business leaders have only just begun to understand that they can steamroll over the “cancel subculture” slur. The handiest query is whether they can act rapidly and forcefully satisfactory to help stay away from Trump, Republican members of Congress, and their supporters from growing yet another rebel from the ashes of the first one.

picture credit: Ian Hutchinson/Unsplash


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