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Amazon BDS-C00 : AWS Certified Big Data Specialty (BDS-C00) Exam

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Test Number : BDS-C00
Test Name : AWS Certified Big Data Specialty (BDS-C00)
Vendor Name : Amazon
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BDS-C00 test Format | BDS-C00 Course Contents | BDS-C00 Course Outline | BDS-C00 test Syllabus | BDS-C00 test Objectives

Format : Multiple choice, multiple answer
Type : Specialty
Delivery Method : Testing center
Time : 170 minutes to complete the exam

Introduction
The AWS Certified Big Data - Specialty (BDS-C00) examination is intended for individuals who perform complex big data analyses. This test validates an examinees technical skills and experience in designing and implementing AWS services to derive value from data.
It validates an examinees ability to:
=> Implement core AWS big data services according to basic architectural best practices.
=> Design and maintain big data.
=> Leverage tools to automate data analysis.
Recommended AWS Knowledge
=> A minimum of 2 years of experience using AWS technology
=> AWS security best practices
=> Independently define AWS architecture and services and understand how they integrate with each other.
=> Define and architect AWS big data services and explain how they fit in the data lifecycle of collection, ingestion, storage, processing, and visualization.

Response Types
There are two types of questions on the examination:
=> Multiple choice: Has one correct response and three incorrect responses (distractors).
=> Multiple response: Has two or more correct responses out of five or more options.
Select one or more responses that best complete the statement or answer the question. Distractors, or incorrect answers, are response options that an examinee with incomplete knowledge or skill would likely choose. However, they are generally plausible responses that fit in the content area defined by the test objective.
Unanswered questions are scored as incorrect; there is no penalty for guessing.
Unscored Content
Your examination may include unscored items that are placed on the test to gather statistical information. These items are not identified on the form and do not affect your score.
Exam Results
The AWS Certified Big Data - Specialty (BDS-C00) examination is a pass or fail exam. The examination is scored against a minimum standard established by AWS professionals who are guided by certification industry best practices and guidelines.

Your score report contains a table of classifications of your performance at each section level. This information is designed to provide general feedback concerning your examination performance. The examination uses a compensatory scoring model, which means that you do not need to �pass� the individual sections, only the overall examination. Each section of the examination has a specific weighting, so some sections have more questions than others. The table contains general information, highlighting your strengths and weaknesses. Exercise caution when interpreting section-level feedback.

Domain 1: Collection 17%
Domain 2: Storage 17%
Domain 3: Processing 17%
Domain 4: Analysis 17%
Domain 5: Visualization 12%
Domain 6: Data Security 20%
TOTAL 100%

Domain 1: Collection
1.1 Determine the operational characteristics of the collection system
1.2 Select a collection system that handles the frequency of data change and type of data being ingested
1.3 Identify the properties that need to be enforced by the collection system: order, data structure, metadata, etc.
1.4 Explain the durability and availability characteristics for the collection approach
Domain 2: Storage
2.1 Determine and optimize the operational characteristics of the storage solution
2.2 Determine data access and retrieval patterns
2.3 Evaluate mechanisms for capture, update, and retrieval of catalog entries
2.4 Determine appropriate data structure and storage format
Domain 3: Processing
3.1 Identify the appropriate data processing technology for a given scenario
3.2 Determine how to design and architect the data processing solution
3.3 Determine the operational characteristics of the solution implemented
Domain 4: Analysis
4.1 Determine the tools and techniques required for analysis
4.2 Determine how to design and architect the analytical solution
4.3 Determine and optimize the operational characteristics of the Analysis
Domain 5: Visualization
5.1 Determine the appropriate techniques for delivering the results/output
5.2 Determine how to design and create the Visualization platform
5.3 Determine and optimize the operational characteristics of the Visualization system
Domain 6: Data Security
6.1 Determine encryption requirements and/or implementation technologies
6.2 Choose the appropriate technology to enforce data governance
6.3 Identify how to ensure data integrity
6.4 Evaluate regulatory requirements

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Klobuchar objectives big Tech with biggest antitrust overhaul in 45 years | BDS-C00 test dumps and braindumps

Sen. Amy Klobuchar (D-Minn.), during a Senate Commerce, Science, and Transportation Committee hearing on Jan. 21, 2021.

amplify / Sen. Amy Klobuchar (D-Minn.), throughout a Senate Commerce, Science, and Transportation Committee hearing on Jan. 21, 2021. Stefani Reynolds - pool | Getty photographs reader comments 169 with ninety four posters taking part, including story creator Share this story

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With a brand new session of Congress underway and a new administration in the White condominium, huge Tech is as soon as again in lawmakers' crosshairs. now not simplest are important establishments corresponding to Apple, Amazon, fb, and Google under investigation for allegedly breaking current antitrust legislations, but a newly proposed bill within the Senate would make it harder for these and other companies to turn into so troublingly colossal in the first region.

The bill (PDF), referred to as the competitors and Antitrust legislation Enforcement Reform Act (CALERA for short, which remains awkward) would become the greatest overhaul to US antitrust law in at least 45 years if it became law.

additional analyzing residence: Amazon, fb, Apple, Google have “monopoly power,” should be cut up

"whereas the united states once had one of the crucial most effective antitrust laws in the world, their economy nowadays faces a large competitors problem," noted Sen. Amy Klobuchar (D-Minn.) when she added the bill on Thursday. "we are able to now not sweep this situation below the rug and hope their latest laws are ample," Klobuchar delivered, calling the invoice "the 1st step to overhauling and modernizing their laws" to protect competition in the existing era.

The invoice proposes significantly expanded materials (i.e., extra money) for the Federal trade fee and the Antitrust Division at the branch of Justice, to permit both to be able to pursue overview of more mergers extra aggressively. As Klobuchar put it to CNBC, "that you could’t take on trillion-dollar companies with Band-Aids and duct tape."

more importantly, despite the fact, the proposed law would invoke contemporary criminal theories to replace antitrust law for the way groups do and don't compete with every other within the 21st century.

Sens. Richard Blumenthal (D-Conn), Cory Booker (D-N.J.), Edward Markey (D-Mass.), and Brian Schatz (D-Hawaii) co-subsidized the bill, which firmly targets the tech sector with out basically naming it in any respect.

What does antitrust legislations do?

There have been 4 important antitrust bills up to now in US historical past, all of that are geared toward fighting a single company from using unfair strategies to dominate its market sector and squash advantage rivals.

Congress' first stab at antitrust enforcement, the Sherman Act, grew to become legislations in 1890. The Sherman Act became exceptionally brief and easy, making it illegal to monopolize, try to monopolize, or conspire to monopolize a market. once that baseline changed into centered, the laws that followed have tried to tackle all of the ways agencies have tried to work round it.

In 1914 the Clayton Act elaborated drastically on existing antitrust law, in gigantic half to deal with the push of acquisitions and formation of enterprises that flowed in the wake of the Sherman Act. That law put boundaries on acquisitions via stock purchases but left a large loophole for enterprises that received other corporations with the aid of buying their assets outright.

additional reading Antitrust 101: Why all and sundry is probing Amazon, Apple, facebook, and Google

The subsequent predominant antitrust overhaul, the Celler-Kefauver Act of 1950, tried to handle the loopholes in the Clayton Act by means of setting rules round vertical mergers (when a corporation acquires a company in its supply chain instead of acquiring an immediate competitor) and mergers of conglomerates. eventually, in 1976, the Hart-Scott-Rodino Act put in location a rule that groups planning mergers over a undeniable price ($92 million for 2021) should notify regulators and doubtlessly face scrutiny earlier than they finished their deal.

Switching scrutiny

all of the legal guidelines at present in region regarding assessment of mergers put the burden of proof within the equal place: on the regulator.

When agencies file their pre-merger word with regulators (the FTC continually; the DOJ for prime-profile, excessive-value, or specially complex transactions), their paperwork actually says, "we will do this and here's best." The onus is on the regulator above all to look for, define, and potentially argue in court reasons why the proposed transaction could no longer be.

extra analyzing Trump administration fails to block AT&T/Time Warner merger

Klobuchar's bill would shift that burden in the other route for organizations that have already got a dominant market position. those businesses—which in tech would completely encompass organisations reminiscent of Amazon, Google, and fb—would proactively must display that a merger would not "create an appreciable risk of materially lessening competitors," in addition to no longer making a monopoly or monopsony.

Mono-what?

A monopsony is easily the equal issue as a monopoly—excessively focused market vigour—but inverted. in its place of there being just one vendor, a monopsony is a condition by which there could be many sellers but only one buyer.

In a basic monopoly, you have got just one seller obtainable. for instance, a single oil enterprise has purchased the entire oilfields and oil transportation organizations and linked organizations within the nation, so if you need oil, you should buy it from that company. within the absence of competitors, that enterprise has no incentive to be bendy in any approach, together with on cost, and might readily commit extortion now not only on buyers but additionally to different agencies up and down the provide chain.

commercial extra reading FTC, forty seven states file matches to ruin up Instagram and WhatsApp from fb

In a monopsony, you have just one buyer attainable—or one main buyer at the least has such outsize market vigor that it by myself can investigate the manner wherein agents function and what expenditures they could set. in the 1990s and 2000s, as an example, Walmart became mechanically criticized for forcing providers to lessen costs to unsustainably low thresholds. Walmart turned into capable of accomplish that because it commanded this sort of excessive share of the us retail market that suppliers who desired entry to consumers couldn't realistically refuse to work with it.

within the tech space, one might argue that facebook, Google, and Apple every at the moment exert monopsony energy in as a minimum one market segment. Amazon, for example, is so dominant within the bookselling space that publishers truly cannot steer clear of the platform in the event that they really wish to promote books, and that gives Amazon leverage to set phrases that can be adverse to publishers.

however the primary common use of the note "monopsony" dates to 1933, no US antitrust legislation so far has ever addressed the conception of anticompetitive behavior from that form of backside-up route. If it becomes legislations, Klobuchar's bill could be the first so as to add the risk of creating a monopsony to the factors competition regulators ought to agree with when reviewing mergers.

And speakme of “anticompetitive”...

The invoice also expands the scope of what's regarded unlawfully bad behavior on the part of a dominant firm.

As we've got defined before, being the greatest—or even the simplest—player in a sector is never through itself illegal. competition legislation is in its place thinking with the way you got there and what you do with the market vigor that dominance offers you. Klobuchar's proposal would expand that threshold and restrict "exclusionary behavior" that has an "appreciable risk of harming competition."

extra analyzing What they comprehend in regards to the DOJ’s antitrust case against Google thus far

That form of felony general could, as an example, have led to a special outcomes in the Qualcomm case, the place the Ninth Circuit reversed an prior decide's discovering that the company behaved anticompetitively.

"These harms, besides the fact that true, don't seem to be 'anticompetitive' within the antitrust feel—at the least no longer without delay—as a result of they don't contain restraints on alternate or exclusionary conduct in 'the enviornment of beneficial competitors," the courtroom wrote in a widely panned opinion. legislations that expands the definition of "exclusionary behavior" could lead on to distinctive findings in identical cases sooner or later.

however will it ever develop into law?

Six months or a 12 months in the past, any antitrust reform notion would have been useless in the water (as Klobuchar's 2019 reform bill become).

With Democrats currently controlling the White condominium, the apartment, and—via vice president Kamala Harris—the Senate, besides the fact that children, the theory of reform in reality being handed is greater viable. The wheels of Congress turn at roughly the price of frozen molasses, of route, and lawmakers on the Hill are at present prioritizing COVID-related programs... but there may be enough free-floating anger at huge Tech both within the government and within the nation at huge that there is a non-zero chance a invoice of this class could, certainly, have legs.

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