Learning Path AWS Certified Machine Learning Specialty (MLS-C01)
This credential helps organizations identify and develop talent with critical skills for implementing cloud initiatives. Earning AWS Certified Machine Learning – Specialty validates expertise in building, training, tuning, and deploying machine learning (ML) models on AWS.
Who should take this exam?
AWS Certified Machine Learning – Specialty is intended for individuals who perform a development or data science role and have more than one year of experience developing, architecting, or running machine learning/deep learning workloads in the AWS Cloud. Before you take this exam, we recommend you have:
- At least two years of hands-on experience developing, architecting, and running ML or deep learning workloads in the AWS Cloud
- 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, deployment, and operational best practices
Exam details on the AWS website can be found HERE.
Skills measured:
- Domain 1: Data Engineering – 20%
- Domain 2: Exploratory Data Analysis – 24%
- Domain 3: Modeling – 36%
- Domain 4: Machine Learning Implementation and Operations – 20%
Domain 1: Data Engineering – 20%
Suggested training materials
eBook: AWS Certified Machine Learning Specialty: MLS-C01 Certification Guide – eBook
- Link to entire course
- Link to Chapter 1: Machine Learning Fundamentals
- Link to Chapter 2: AWS Application Services For AI/ML
Domain 2: Exploratory Data Analysis – 24%
Suggested training materials
eBook: AWS Certified Machine Learning Specialty: MLS-C01 Certification Guide – eBook
- Link to entire course
- Link to Chapter 3: Data Preparation And Transformation
- Link to Chapter 4: Understanding And Visualizing Data
Domain 3: Modeling – 36%
Suggested training materials
eBook: AWS Certified Machine Learning Specialty: MLS-C01 Certification Guide – eBook
- Link to entire course
- Link to Chapter 5: AWS Services For Data Storing
- Link to Chapter 6: AWS Services For Data Processing
Domain 4: Machine Learning Implementation and Operations – 20%
Suggested training materials
eBook: AWS Certified Machine Learning Specialty: MLS-C01 Certification Guide – eBook
- Link to entire course
- Link to Chapter 7: Applying Machine Learning Algorithms
- Link to Chapter 8: Evaluating And Optimizing Models
- Link to Chapter 9: Amazon SageMaker Modeling
Practice Exams AWS Certified Machine Learning Specialty (MLS-C01)