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Exam Topics
As for the MLS-C01 certification test, there are 4 domains that are presented in the exam content. All in all, the topics you need to focus on when preparing for this test are highlighted below:
- Machine Learning Implementation and Operations
This is the last objective of the certification exam. It mainly includes the concepts of machine learning services as well as implementation. It carries about 20% weightage in the test. One of the most prominent sections covered within this domain is building machine learning solutions for availability, fault tolerance, resiliency, and performance. It also evaluates the candidates’ knowledge and skills in implementing and recommending the correct machine learning services particularly for a given problem. In addition, the examinees should be ready to demonstrate that they know about applying basic Amazon Web Services (AWS) security practices to specific machine learning solutions. Also, this part requires that the IT pros attempting this test make evident that they have the skills and knowledge required to deploy and operationalize machine learning solutions.
- Modeling
This is the most prominent part of this exam with a weightage of 36%. This means that it is impossible to get the passing score if you have not mastered this topic. It covers the following sections, including framing business problems as machine learning problems and training machine learning model. In addition, the test takers need to be ready to demonstrate their competence in selecting an appropriate model for specific machine learning problems. They have to possess the ability to perform hyperparameter optimization as well as perform the task of evaluating machine learning models.
- Exploratory Data Analysis
The second subject area covers about 24% of the total weightage and requires that the learners know about data for machine learning. They should know more about machine modeling concepts as well. The questions in this section demand that the candidates possess the skills in preparing data & sanitizing that particular data for modeling. Other items seek to verify their expertise in performing feature engineering. Last but not least, the applicants should demonstrate their understanding of how to perform visualization and canalization of data for machine learning.
- Data Engineering
This domain makes up about 20% of the total questions in the entire exam content. It measures the test takers’ ability to accomplish the technical tasks such as creating machine and learning data repositories. Another section that is included in this topic is implementing & identifying the data ingestion solution. Besides that, the students are also required to demonstrate their skills in implementing and identifying data transformation solutions.
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The Amazon AWS Certified Machine Learning – Specialty certification verifies that you can effectively train, tune, build, and deploy machine learning models using AWS. This certificate validates the professionals’ skills, such as:
- Selecting and justifying the correct machine learning (ML) approach for a specific business problem;
- Designing and implementing secure, scalable, cost-optimized & reliable machine learning solutions;
- Identify the correct AWS services to implement machine learning solutions.
To obtain Amazon AWS Certified Machine Learning – Specialty, the applicants must pass the MLS-C01 exam.
The AWS Machine Learning Specialty certification is designed for developers and data scientists who want to enhance their skills in using machine learning via the AWS platform.
Reference: https://d1.awsstatic.com/training-and-certification/docs-ml/AWS%20Certified%20Machine%20Learning%20-%20Specialty_Exam%20Guide%20(1).pdf
Amazon AWS Certified Machine Learning is a powerful proof of the working ability of every worker. It's necessary for you to pass AWS Certified Machine Learning - Specialty exam as well as we get a certification and make you ahead of your fellow workers. With the certification, you will be much more competitive and get more job promotion opportunities. Backed by modern research facilities and a strong tradition of innovation, we have released the AWS Certified Machine Learning - Specialty exam practice material to help our candidates get the Amazon certification. Moreover, we demand of ourselves and others the highest ethical standards and our processes of AWS Certified Machine Learning - Specialty guaranteed questions will be of the highest quality, and we will continue to pursue our passion for better performance and human-centric technology of AWS Certified Machine Learning exam.
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