Sold by: tecRacer Germany GmbH
In this course, learn how to solve a real-world use case with machine learning and produce actionable results using Amazon SageMaker. This course teaches you how to use Amazon SageMaker to cover the different stages of the typical data science process, from analyzing and visualizing a data set, to preparing the data and feature engineering, down to the practical aspects of model building, training, tuning and deployment.
Sold by: tecRacer Germany GmbH
Overview
Description
In this course, learn how to solve a real-world use case with machine learning and produce actionable results using Amazon SageMaker. This course teaches you how to use Amazon SageMaker to cover the different stages of the typical data science process, from analyzing and visualizing a data set, to preparing the data and feature engineering, down to the practical aspects of model building, training, tuning and deployment.
Course Objectives
In this course, you will learn to:
- Prepare a dataset for training
- Train and evaluate a machine learning model
- Automatically tune a machine learning model
- Prepare a machine learning model for production
- Think critically about machine learning model results
Prerequisites
We recommend that attendees of this course have:
- Working knowledge of a programming language
Course duration / Price
1 day / € 750.00 (excl. tax) per person
Course outline
- Business problem: Churn prediction
- Load and display the dataset
- Assess features and determine which Amazon SageMaker algorithm to use
- Use Amazon Sagemaker to train, evaluate, and automatically tune the model
- Deploy the model
- Assess relative cost of errors
IMPORTANT: Please bring your notebook (Windows, Linux or Mac) to our trainings. If this is not possible, please contact us in advance.
The practical exercises are performed in prepared working environments available via web browser – no software needs to be installed. The course material is in English, spoken language can be in german or english. Other languages like spanish, portuguese or french, please contact us under training@tecracer.de
Highlights
- Real-world Data Science Applications: Solve practical problems like churn prediction while covering the entire data science workflow—from data preparation to deploying machine learning models.
- Hands-on SageMaker Experience: Use Amazon SageMaker to analyze, train, tune, and deploy models, ensuring you gain practical skills with a leading ML platform.
- Critical Evaluation of Results: Learn to assess model outcomes thoughtfully, considering the business impact and costs of errors for informed decision-making.
Details
Pricing
Custom pricing options
Pricing is based on your specific requirements and eligibility. To get a custom quote for your needs, request a private offer.
Legal
Content disclaimer
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Support
Vendor support
This offer does not include a support package. Please contact training@tecracer.de if you have any questions.
Software associated with this service
Sophos Cloud UTM9 is a AWS Security Competency approved NextGen Firewall solution that helps customers with their shared security responsibilities by offering multiple layers of protection in a single virtual appliance