2023 Become a AWS SageMaker ML Engineer in 30 Days + ChatGPT Course
Build 30+ ML Projects in 30 Days in AWS, Master SageMaker JumpStart, Canvas, AutoPilot, DataWrangler, Lambda & S3
Machine Learning is the future one of the top tech fields to be in right now! ML and AI will change our lives in the same way electricity did 100 years ago. ML is widely adopted in Finance, banking, healthcare, transportation, and technology. The field is exploding with opportunities and career prospects.
AWS is the one of the most widely used cloud computing platforms in the world and several companies depend on AWS for their cloud computing purposes. AWS SageMaker is a fully managed service offered by AWS that allows data scientist and AI practitioners to train, test, and deploy AI/ML models quickly and efficiently.
This course is unique and exceptional in many ways, it includes several practice opportunities, quizzes, and final capstone projects. In this course, students will learn how to create production-level ML models using AWS.
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What you’ll learn
- Build, Train, Test and Deploy Machine Learning Models in AWS
- Learn SageMaker Built-in Algorithms such as Linear Learner, XG-Boost, Principal Component Analysis (PCA), and K-Nearest Neighbors
- Define and Perform Image and Text Labeling Jobs Using AWS SageMaker GroundTruth
- Prepare, Clean and Visualize data Using AWS SageMaker Data Wrangler without Writing any Code
- Optimize ML model hyperparameters using GridSearch, Bayesian & Random Search Optimization Techniques
- Master Key AWS services such as Simple Storage Service (S3), Elastic Compute Cloud (EC2),
- Identity and Access Management (IAM) and CloudWatch
- Understand Machine Learning workflow automation using AWS Lambda, Step functions and SageMaker Pipelines.
- Learn how to define a lambda function in AWS management console, understand the anatomy of
- Lambda functions, and how to configure a test event in Lambda
- Train a Machine Learning Regression and Classifier Models Using No-code AWS Canvas
- Learn how to leverage Amazon SageMaker Autopilot and SageMaker Canvas to train multiple models without writing any code.
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