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Showing 12 results for “ml”. More results are available below.

Certifications

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Amazon Web Services · Current catalog entry

AWS-AIF · AWS Certified AI Practitioner

…usiness and technical staff; proves you understand AI, ML and generative AI concepts and AWS services.

Amazon Web Services · Exam update

AWS-MLA · AWS Certified Machine Learning Engineer – Associate

For ML engineers on AWS; proves you can build, deploy and operate machine learning workloads on AWS.

Amazon Web Services · Exam retired

AWS-MLS · AWS Certified Machine Learning – Specialty

For experienced ML practitioners on AWS; proves you can design, train, tune and deploy ML solutions.

Centri · Current catalog entry

BTL1 · Blue Team Level 1

Develop skills in security, blue-team with Blue Team Level 1. Review the official objectives and practical assessment requirements.

Mini-lessons

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AWS-MLA · AWS AI and machine learning

Choose between consuming a model and training one

An AI workload may call an existing model, adapt one, or train a task-specific model. These choices have different data, evaluation and operational needs. Match the approach to the problem a…

AWS-MLA · Machine-learning engineering

Prevent leakage across the training boundary

Data leakage occurs when training or model selection uses information that would not be available at prediction time. Split data in a way that respects time and related entities, and fit lea…

Study resources

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AWS-MLA · AWS · Free

AWS certification exam guides

Read the current guide for your certification and exam version. It explains the skills to prepare and the exam structure; it is an outline, not a full course.

AWS-MLA · AWS · Free

Understand AWS services

Build or refresh your cloud-service vocabulary using AWS’s own reference. Use your exam guide to choose relevant services. Deploying services while experimenting can incur charges.

AWS-MLA · AWS Skill Builder · Free and paid

Build your AWS exam preparation plan

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AWS-MLA · Statistics and measurement

A sample estimate includes uncertainty

A statistic summarizes observed data, while inference uses a sample to reason about a wider population. The sampling process matters as much as sample size: a large biased sample can remain …

AWS-MLS · AWS AI and machine learning

Choose between consuming a model and training one

An AI workload may call an existing model, adapt one, or train a task-specific model. These choices have different data, evaluation and operational needs. Match the approach to the problem a…

Find the preparation path for AWS-MLA. Begin with the exam guide and free content; check which labs and practice exams require a subscription.

BTL1 · MITRE · Free

ATT&CK knowledge base

Connect observations to documented adversary behavior and detection ideas. Validate techniques and telemetry in your own authorized lab; the framework is not an exam blueprint.