The AWS Certified Machine Learning – Specialty certification 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 problems.
Abilities 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 Knowledge and Experience
- 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
Module 1: Data Engineering
- Create data repositories for machine learning.
- Identify and implement a data-ingestion solution.
- Identify and implement a data-transformation solution.
Module 2: Exploratory Data Analysis
- Sanitize and prepare data for modelling.
- Perform feature engineering.
- Analyze and visualize data for machine learning.
Module 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.
Module 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.
Fees & Schedule
|Delivery Mode||Course Duration||Fees|
|Live Virtual Training||TBD Days||Ask for Quote|
|Onsite Classroom Training||TBD Days||Ask for Quote|
|Customized Training||TBD Days||Ask for Quote|