Amazon Sagemaker
Amazon SageMaker is a fully-managed platform that enables developers and data scientists to quickly and easily build, train, and deploy machine learning models at any scale. With Amazon SageMaker, all the barriers and complexity that typically slow down developers who want to use machine learning are removed. The service includes models that can be used together or independently to build, train, and deploy your machine learning models.
mAdvisor Automl Free trial
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Latest Version:
V1.0
mAdvisor is an AutoML platform that translates data from enterprise systems into meaningful insights & predictions.
Product Overview
mAdvisor is an AutoML platform that translates data from enterprise systems into meaningful insights & predictions in the form of narratives without any manual intervention. AutoML gives users the power of cognitive technologies like machine learning, machine reasoning, deep learning, natural language generation, natural language processing and expert rules systems with limited knowledge of AI/ML, thereby enabling enterprises to identify revenue streams, enhance customer experience and productivity. This solution is designed for application and machine experts, so that machine learning models can be created with no help from a data scientist. The solution includes the following features: 1. Ability to comprehend and monetize Big Data 2. Rapid time to insights 3. No dependency on data scientists & analysts to create briefs 4. Rapid development of predictive apps 5. Expandable and Scalable to the adoption of new use cases
Key Data
Version
Type
Algorithm
Highlights
Automated Pattern Discovery
Automated Prediction
Automated Insights
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Pricing Information
Use this tool to estimate the software and infrastructure costs based your configuration choices. Your usage and costs might be different from this estimate. They will be reflected on your monthly AWS billing reports.
Contact us to request contract pricing for this product.
Estimating your costs
Choose your region and launch option to see the pricing details. Then, modify the estimated price by choosing different instance types.
Version
Region
Software Pricing
Algorithm Training$0.2/hr
running on ml.p3.16xlarge
Model Realtime Inference$0.20/hr
running on ml.p3.16xlarge
Model Batch Transform$0.20/hr
running on ml.p3.16xlarge
Infrastructure PricingWith Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
With Amazon SageMaker, you pay only for what you use. Training and inference is billed by the second, with no minimum fees and no upfront commitments. Pricing within Amazon SageMaker is broken down by on-demand ML instances, ML storage, and fees for data processing in notebooks and inference instances.
Learn more about SageMaker pricing
SageMaker Algorithm Training$28.152/host/hr
running on ml.p3.16xlarge
SageMaker Realtime Inference$28.152/host/hr
running on ml.p3.16xlarge
SageMaker Batch Transform$28.152/host/hr
running on ml.p3.16xlarge
About Free trial
Try this product for 30 days. There will be no software charges, but AWS infrastructure charges still apply. Free Trials will automatically convert to a paid subscription upon expiration.
Algorithm Training
For algorithm training in Amazon SageMaker, the software is priced based on hourly pricing that can vary by instance type. Additional infrastructure cost, taxes or fees may apply.InstanceType | Algorithm/hr | |
|---|---|---|
ml.m4.4xlarge | $0.20 | |
ml.m5.4xlarge | $0.20 | |
ml.m4.16xlarge | $0.20 | |
ml.m5.2xlarge | $0.20 | |
ml.p3.16xlarge Vendor Recommended | $0.20 | |
ml.m4.2xlarge | $0.20 | |
ml.c5.2xlarge | $0.20 | |
ml.p3.2xlarge | $0.20 | |
ml.c4.2xlarge | $0.20 | |
ml.m4.10xlarge | $0.20 | |
ml.c4.xlarge | $0.20 | |
ml.m5.24xlarge | $0.20 | |
ml.c5.xlarge | $0.20 | |
ml.p2.xlarge | $0.20 | |
ml.m5.12xlarge | $0.20 | |
ml.p2.16xlarge | $0.20 | |
ml.c4.4xlarge | $0.20 | |
ml.m5.xlarge | $0.20 | |
ml.c5.9xlarge | $0.20 | |
ml.m4.xlarge | $0.20 | |
ml.c5.4xlarge | $0.20 | |
ml.p3.8xlarge | $0.20 | |
ml.m5.large | $0.20 | |
ml.c4.8xlarge | $0.20 | |
ml.p2.8xlarge | $0.20 | |
ml.c5.18xlarge | $0.20 |
Usage Information
Training
Training a model requires a training dataset as input.
Here is the sample input dataset https://github.com/Marlabs1/mAdvisor-AutoML-Sagemaker/blob/main/AutoML/Example%20Notebook/data/train/titanic%20train.csv
This accepts text/csv file formarts.
- Channel name as : "train"
- Target : “Provide target name for training dataset here”
Channel specification
Fields marked with * are required
train
*Input modes: File
Content types: text/csv
Compression types: None
Hyperparameters
Fields marked with * are required
Target
*Target variable name
Type: Categorical
Tunable: No
Model input and output details
Input
Summary
This model can analyse the datasets stored in Amazon S3 bucket. Specify your dataset S3 bucket location as input data.
Limitations for input type
1. Please provide structured data with content type as text/csv
2. Train and Test dataset column names should be the same except Target column.
Input MIME type
text/csvSample input data
Output
Summary
The model provides prediction of Target column and response includes Target column with associated level of probaility.
Output MIME type
text/csvSample output data
Sample notebook
Additional Resources
End User License Agreement
By subscribing to this product you agree to terms and conditions outlined in the product End user License Agreement (EULA)
Support Information
AWS Infrastructure
AWS Support is a one-on-one, fast-response support channel that is staffed 24x7x365 with experienced and technical support engineers. The service helps customers of all sizes and technical abilities to successfully utilize the products and features provided by Amazon Web Services.
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Customer Reviews
Anabella T.
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Sep 3, 2024
What do you like best about the product?mAdvisor provides personalized financial planning tailored to
individual needs and uses AI-powered investment advice for informed decision-making.What do you
dislike about the product?mAdvisor have fees and charges associated with its services. In... Read more
individual needs and uses AI-powered investment advice for informed decision-making.What do you
dislike about the product?mAdvisor have fees and charges associated with its services. In... Read more
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