Amazon Web Services (AWS) Certified Machine Learning - Specialty
Learning Objectives
Module 1: Introduction to AWS Machine Learning
Understand the AWS platform and its support for machine learning workflows & Learn foundational concepts necessary for deploying machine learning models on AWS.
Module 2: Defining Machine Learning Problems on AWS
Develop skills to identify and define machine learning problems suitable for AWS solutions & Understand how to select the appropriate AWS service for different machine learning tasks.
Module 3: Building Data Pipelines on AWS
Explore data pipeline implementation within AWS to support machine learning processes & Gain skills in automating data preprocessing and management tasks.
Module 4: Feature Engineering and Model Training & Module 5: Model Optimization and Tuning
Master feature engineering techniques to enhance model performance, learn the process of training machine learning models on AWS & Optimize machine learning models for performance and efficiency on AWS, learn techniques for hyperparameter tuning and resource allocation.
Training program
In this course, you will learn:
- Advanced machine learning (ML) concepts and their practical applications within AWS
- Key AWS ML services and their specialized use cases (e.g., Amazon SageMaker, AWS DeepLens, AWS Comprehend, etc.)
- Principles of data engineering, feature engineering, and model training on AWS
- Model optimization, hyperparameter tuning, and performance evaluation techniques
- Security best practices and compliance considerations for ML workloads in AWS
- Cost management strategies and pricing models for AWS ML services
- Best practices for deploying, monitoring, and scaling ML models in production environments
- The value proposition of leveraging AWS for enterprise-scale machine learning solutions
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Amazon Web Services Certified Cloud Practitioner Course at Intellectual Point Includes:
- Live instructor-led training in modern classrooms
- A thorough review of AWS Cloud Practitioner by industry experts
- Hands-on labs with computer hardware and software
- 100% latest material & and all practice questions
- Confidence building hands-on training
- Authorized Pearson testing at the same location to help you complete your exam*
- Study material, notes, videos, and practice questions included in the course price.
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