AWS Machine Learning Specialty Practice Exam

Course details

About AWS Certified Machine Learning - Specialty Practice Exam

AWS Certified Machine Learning - Specialty certification exam is intended for individuals who perform a development or data science role. It validates a candidate's ability to design, implement, deploy, and maintain machine learning (ML) solutions for given business ;

Skills Validated by the Certification

• 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

Recommended AWS Knowledge

Successful candidate likely has one to two years of hands-on experience developing, architecting, or running ML/deep learning workloads on the AWS Cloud, along with -

• Ability to express the intuition behind basic ML algorithms
• Experience performing basic hyperparameter optimization
• Experience with ML and deep learning frameworks
• Ability to follow model-training best practices
• Ability to follow deployment and operational best practices

Domain 1: Data Engineering

• Create data repositories for machine learning.
• Identify and implement a data-ingestion solution. 
  
• Identify and implement a data-transformation solution. 
  

Domain 2: Exploratory Data Analysis

• Sanitize and prepare data for modeling. 
• Perform feature engineering. 
  
• Analyze and visualize data for machine learning. 
  

Domain 3: Modeling

• Frame business problems as machine learning problems.
• Select the appropriate model(s) for a given machine learning problem. 
  
• Train machine learning models. 
  
• Perform hyperparameter optimization. 
  
• Evaluate machine learning models. 
  

Domain 4: Machine Learning Implementation and Operations

• Build machine learning solutions for performance, availability, scalability, resiliency, and fault tolerance. 
  
• Recommend and implement the appropriate machine learning services and features for a given problem. 
  
• Apply basic AWS security practices to machine learning solutions. 
  
• Deploy and operationalize machine learning solutions.
  

Testprep training helps individuals to prepare for different competitive exams of vendors like AWS, Google, Microsoft etc.

• Format: Practice Exam
• No. of Questions: 264 Questions
• Delivery: Online, Immediate
• Test Modes: Practice, Exam