AWS Role - Based

AWSER-ML : Exam Readiness: AWS Certified Machine Learning - Specialty

Course Duration

1 Day

Delivery

VILT

Overview

Overview Course Curriculum Training Schedule Exam & Certification FAQs

The AWS Certified Machine Learning – Specialty exam validates your ability to design, implement, deploy, and maintain Machine Learning (ML) solutions for given business problems. Join this half-day, advanced level training to learn how to prepare for the exam by exploring the exam’s topic areas including data engineering, exploratory data analysis, modeling, and machine learning implementation and operations.

The course reviews how to interpret exam questions in each topic area and teaches you how to apply the concepts being tested so that you can more easily eliminate incorrect responses.

Topics in the course will address each of the exam’s four subject domains:

1) Data Engineering,

2) Exploratory Data Analysis,

3) Modeling,

4) Machine Learning Implementation and Operations.

What You'll Learn

In this course, you will:

Identify your strengths and weaknesses in each of the exam domains.
Create a subsequent study plan to prepare for the exam.
Describe the technical topics and concepts making up each of the exam domains.
Summarize the logistics and mechanics of the certification exam and its questions.
Identify effective test taking strategies that can be used to answer exam questions

Who Should Attend

This course is intended for:

Machine learning practitioners who are preparing to take the AWS Certified Machine Learning-Specialty exam.

Prerequisites

We recommend that attendees of this course have:

1-2 years of hands-on experience developing, architecting, or running ML/deep learning workloads on the AWS cloud
Proficiency expressing the intuition behind basic machine learning algorithms and performing basic hyperparameter optimization
Understanding of the machine learning pipeline and its components
Experience with machine learning and deep learning frameworks
Understanding of and experience in model training, deployment and operational best practices

Learning Journey

Coming Soon...

Module 0: Course Introduction

Module 1: Exam Overview and Test-taking Strategies

Testing center information and expectations
Exam overview and structure
Content domains and question breakdown
Topics and concepts within content domains
Question structure and interpretation techniques
Practice exam questions

Module 2: Domain 1 - Data Engineering

Domain 1.1: Data Repositories for machine learning
Domain 1.2: Identify and implement a data-ingestion solution
Domain 1.3: Identify and implement a data-transformation solution
Walkthrough of study questions
Domain 1 quiz

Module 3: Domain 2 - Exploratory Data Analysis

Domain 2.1: Sanitize and prepare data for modeling
Domain 2.2: Perform featuring engineering
Domain 2.3: Analyze and visualize data for ML
Walkthrough of study questions
Domain 2 quiz

Module 4: Domain 3 - Modeling

Domain 3.1: Frame business problems as machine learning (ML) problems
Domain 3.2: Select the appropriate model(s) for a given ML problem
Domain 3.3: Train ML models
Domain 3.4 Perform hyperparameter optimization
Domain 3.5 Evaluate ML models
Walkthrough of study questions
Domain 3 quiz

Module 5: Domain 4 - ML Implementation and Operations

Domain 4.1: Build ML solutions for performance, availability, scalability, resiliency, and fault tolerance
Domain 4.2: Recommend and implement the appropriate ML services and features for a given problem
Domain 4.3: Apply basic AWS security practices to ML solutions
Domain 4.4: Deploy and operationalize ML solutions
Walkthrough of study questions
Domain 4 quiz

Module 6: Comprehensive Study Questions

Module 7: Study Material

Module 8: Wrap-up

AWS Certified Machine Learning – Specialty

Frequently Asked Questions (FAQs)

Why get AWS certified?

AWS certifications validate your expertise in cloud computing and your proficiency in using AWS services.
These certifications are globally recognized and highly sought after by employers, as they demonstrate your ability to design, deploy, and manage scalable and secure cloud solutions on the AWS platform.
AWS-certified professionals are in high demand, opening doors to new career opportunities and higher earning potential.
What to expect for the examination?

AWS offers a variety of certification exams at different levels (Foundational, Associate, Professional, and Specialty) covering various domains and services.
The exams typically consist of multiple-choice and multiple-response questions, and some may include scenario-based questions that assess your ability to apply your knowledge in real-world situations.
Note: Certification requirements and policies may be updated by AWS from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.
How long is AWS certification valid for?

AWS certifications are valid for three years from the date of passing the exam.
To maintain your certification, you will need to recertify by passing the latest version of the exam or completing the AWS Cloud Quest game-based training (if option is applicable).
Note: Certification requirements and policies may be updated by AWS from time to time. We apologize for any discrepancies; do get in touch with us if you have any questions.
Why take this course with Trainocate?

Here’s what sets us apart:
- Global Reach, Localized Accessibility: Benefit from our geographically diverse training hubs in 24 countries (and counting!).
- Top-Rated Instructors: Our team of subject matter experts (with high average CSAT and MTM scores) are passionate to help you accelerate your digital transformation.
- Customized Training Solutions: Choose from on-site, virtual classrooms, or self-paced learning to fit your organization and individual needs.
- Experiential Learning: Dive into interactive training with our curated lesson plans. Participate in hands-on labs, solve real-world challenges, and take on comprehensive assessments.
- Learn From The Best: With 30+ authorized training partnerships and countless awards from Microsoft, AWS, Google – you're guaranteed learning from the industry's elite.
- Your Bridge To Success: We provide up-to-date course materials, helpful exam guides, and dedicated support to validate your expertise and elevate your career.

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AWSER-ML : Exam Readiness: AWS Certified Machine Learning - Specialty

What You'll Learn

Who Should Attend

Prerequisites

Learning Journey

Frequently Asked Questions (FAQs)

Why get AWS certified?

What to expect for the examination?

How long is AWS certification valid for?

Why take this course with Trainocate?

Keep Exploring

Course Curriculum

Training Schedule

Exam & Certification

Frequently Asked Questions

Improve yourself and your career by taking this course.

More Courses By AWS

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