Description
AWS Certified Machine Learning Engineer – Associate (MLA-C01) Online Training is a machine learning training course published by CBTNuggets Online Academy. This machine learning engineering course is designed to introduce you to the full cycle of machine learning workflows on AWS. You will learn how to prepare data, train models, and deploy them securely in a professional environment. With guidance from AWS expert Scott Pletcher, you will explore key AI and machine learning services such as Amazon SageMaker and AWS Glue and see how to apply them to your daily work.
This valuable training course is for DevOps engineers, system administrators, and cloud professionals looking to deploy machine learning in AWS environments. This course is ideal for anyone moving from on-premises operations to cloud-based AI projects and looking for hands-on, production-ready experience in machine learning. You’ll work hands-on with tools that simplify, accelerate, and improve the way you use the AWS ecosystem. By the end, you’ll be ready to earn a recognized career-advancing credential from the world’s cloud and AI powerhouse, the AWS Certified Machine Learning Engineer – Associate. Take the MLA-C01 exam with confidence and advance your machine learning career.
What you will learn in AWS Certified Machine Learning Engineer – Associate (MLA-C01) Online Training:
- What you’ll learn with AWS Machine Learning Training
- Build and train machine learning models with Amazon SageMaker
- Prepare and clean datasets using AWS Glue
- Automate model deployment with AWS Lambda
- Implement security and compliance best practices for ML workloads
- Optimize performance and training costs with Amazon EC2
- Monitor and evaluate model accuracy using Amazon SageMaker
- And…
Course specifications
Publisher: CBTNuggets
Instructors: Scott Pletcher
Language: English
Level: INTERMEDIATE
Number of Lessons: 179
Duration: 18 hours and 30 minutes
Course topics
- Getting Started with the AWS ML Ecosystem
- Securing Cloud Resources with IAM
- Network Protections and Isolation
- Data Storage Options in AWS
- Database Options on AWS
- Data Wrangling Basics with AWS Glue
- Advanced Data Handling with AWS Glue
- Data Exploration with AWS Glue DataBrew
- Setting Up a SageMaker Domain
- Labeling and Data Augmentation with SageMaker
- Handling Inbound Streaming Data
- Creating a Feature Store
- Framing Business Problems
- Using SageMaker Built-In Algorithms
- SageMaker JumpStart and Hyperparameter Tuning
- SageMaker Script Mode and Importing Custom Models
- Analyzing Bias, Explainability & Drift on AWS
- Automating ML Workflows with Pipelines
- Cost Optimization Methods for SageMaker
- Data Stewardship and Compliance
AWS Certified Machine Learning Engineer – Associate (MLA-C01) Online Training Prerequisites
None
Pictures
AWS Certified Machine Learning Engineer – Associate (MLA-C01) Online Training introduction video
Installation guide
After Extract, watch with your favorite Player.
English subtitle
Quality: 1080p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
8.4 GB
