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Exam Number : MLS-C01
Exam Name : AWS Certified Machine Learning Specialty (MLS-C01)
Vendor Name : Amazon
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MLS-C01 test Format | MLS-C01 Course Contents | MLS-C01 Course Outline | MLS-C01 test Syllabus | MLS-C01 test Objectives

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

The AWS Certified Machine Learning - Specialty (MLS-C01) examination is intended for individuals who perform a development or data science role. This test validates an examinees ability to build, train, tune, and deploy machine learning (ML) models using the AWS Cloud.
It validates an examinees ability to design, implement, deploy, and maintain ML solutions for given business problems. It will validate the candidates ability to:
=> Select and justify the appropriate ML approach for a given business problem.
=> Identify appropriate AWS services to implement ML solutions.
=> Design and implement scalable, cost-optimized, reliable, and secure ML solutions

- 1-2 years of experience developing, architecting, or running ML/deep learning workloads on the AWS Cloud
- The ability to express the intuition behind basic ML algorithms
- Experience performing basic hyperparameter optimization
- Experience with ML and deep learning frameworks
- The ability to follow model-training best practices
- The ability to follow deployment and operational best practices

Exam Content
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 Machine Learning - Specialty (MLS-C01) 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 results for the examination are reported as a score from 100–1,000, with a minimum passing score of 750. Your score shows how you performed on the examination as a whole and whether or not you passed. Scaled scoring models are used to equate scores across multiple test forms that may have slightly different difficulty levels.

Domain 1: Data Engineering 20%
Domain 2: Exploratory Data Analysis 24%
Domain 3: Modeling 36%
Domain 4: Machine Learning Implementation and Operations 20%
TOTAL 100%

Domain 1: Data Engineering
1.1 Create data repositories for machine learning.
1.2 Identify and implement a data-ingestion solution.
1.3 Identify and implement a data-transformation solution.

Domain 2: Exploratory Data Analysis
2.1 Sanitize and prepare data for modeling.
2.2 Perform feature engineering.
2.3 Analyze and visualize data for machine learning.

Domain 3: Modeling
3.1 Frame business problems as machine learning problems.
3.2 Select the appropriate model(s) for a given machine learning problem.
3.3 Train machine learning models.
3.4 Perform hyperparameter optimization.
3.5 Evaluate machine learning models.

Domain 4: Machine Learning Implementation and Operations
4.1 Build machine learning solutions for performance, availability, scalability, resiliency, and fault tolerance.
4.2 Recommend and implement the appropriate machine learning services and features for a given problem.
4.3 Apply basic AWS security practices to machine learning solutions.
4.4 Deploy and operationalize machine learning solutions.

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Amazon Latest Topics

Amazon just Posted a checklist income Margin: 3 motives it is going to Get Even more suitable | MLS-C01 Free test PDF and Cheatsheet

long gone are the times when Amazon (NASDAQ:AMZN) become simply an organization working at breakeven, surrounded by using doubts over even if it could ever be profitable.

today, the business is an absolute income-producing machine. Amazon finished 2020 with $21.3 billion in web salary, making it probably the most profitable companies on this planet, and in the first quarter of this 12 months, the company posted a backside-line outcomes of $eight.1 billion, setting a new quarterly listing. At a net margin of seven.5%, the quarter additionally represented its highest profit margin in more than a decade.

these consequences aren't any accident. they may be the effect of the years of investment, a reputation for high-quality customer satisfaction, and the build-out of a sequence of aggressive benefits that has unlocked excessive-boom, high-margin groups.

while there isn't any doubting Amazon's profit talents now, its margin continues to be going to retain expanding. here are three reasons why.

A Prime Air jet in a hangar.

photo source: Amazon.

1. Its third-birthday celebration marketplace maintains growing

Amazon begun out as a direct e-commerce vendor. That enterprise is still its largest supply of revenue, however's a low-income one. expenses are excessive in direct e-commerce, and the business competes towards a wide range of both brick-and-mortar agents and e-commerce organizations.

Its third-birthday celebration marketplace is the true profit driver for its marketplace. Amazon offers functions like achievement for carriers who want to promote on its platform and costs a commission for every sale. given that its launch in 1999, that business has become higher than its first-birthday party earnings, and in the first quarter, fifty five% of devices bought on Amazon were from third-birthday party dealers.

it be no longer clear how a good deal earnings Amazon makes on its third-birthday celebration sales, but the margins are greatly more desirable as the market leverages the enterprise's competitive advantages, together with Amazon's large consumer base, high traffic, and logistics community. It additionally has no true direct competitor as a market. whereas Etsy has made itself a home for artisans, and Walmart is building out its personal e-commerce platform, Amazon is via far the main option and the primary area most online retailers go. Amazon has additionally spent $45.four billion on capital charges in the past 12 months, a whole lot of it going to logistics to enrich skill and transport speeds. to be able to most effective make the platform extra appealing to third-party dealers.

because of these advantages, the market should only benefit more share of the typical e-commerce company, producing greater earnings.

2. advertising is a juggernaut

Amazon launched its advertising enterprise in 2008 and failed to ramp it up until fresh years. it be now the third-greatest digital advertising company behind Alphabet and fb, and advertising complements the market in many approaches because it helps agents boost earnings.  

within the first quarter, revenue from Amazon's "different" class, which is primarily made from advertising, jumped seventy seven% to $6.9 billion. this is excessive-margin revenue for the business because the infrastructure to sell adverts is already there. it be simply leveraging the traffic already coming to its web page and the retailers who're already doing enterprise on its platform.

On the revenue call, CFO Brian Olsavsky talked about traffic has been strong, but he additionally credited the promoting group for rolling out new items and increasing relevancy and conversions.

Digital advertising more generally is experiencing a increase as amazing revenue studies from Alphabet and facebook this quarter have illustrated. display time has surged all through the pandemic, and groups are hungry to capitalize on the financial reopening -- that should result in powerful advertising demand at least in the course of the relaxation of the 12 months.

three. AWS continues to be a beast

Amazon helped pioneer cloud infrastructure services with Amazon internet capabilities, which has been a key driver of the business's earnings for near a decade. whereas greater attention has been given to the e-commerce facet of the enterprise these days, AWS continues to develop and churn out increasing gains, showing no indications of slowing down.

within the first quarter, the cloud computing division noticed revenue develop 32% yr over year to $13.5 billion, and its working income rose 35% to $four.2 billion. 

Olsavsky highlighted momentum at AWS and observed it become seeing increase speed up throughout a large latitude of clients, together with new commitments with sports leagues like the countrywide Hockey League and the PGA Tour, Walt Disney to support vigour Disney+, automakers like Torc robotics, and telecoms like DISH network.

whereas Amazon has extra competitors in cloud infrastructure than it as soon as did, the trade is growing briskly and generates high margins, so it will proceed to be a long-term earnings driver for the company.

Amazon is probably going to face some headwinds later this 12 months because the economic reopening should be a problem for e-commerce, but its momentum across a few companies continues snowballing. For the 2nd quarter, the enterprise is looking for 27% salary increase on the midpoint of its $one hundred ten billion to $116 billion latitude, and operating income may still land between $4.5 billion and $eight.0 billion. in response to its contemporary efficiency and momentum, the tech enormous might fly previous that forecast as soon as once again.

this article represents the opinion of the creator, who may additionally disagree with the “professional” suggestion position of a Motley fool top class advisory carrier. We’re motley! Questioning an investing thesis -- even one of their personal -- helps us all consider seriously about investing and make decisions that assist us become smarter, happier, and richer.

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