What users are saying about
15 Ratings
27 Ratings
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Score 8.3 out of 100
15 Ratings
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Score 8.7 out of 100

Likelihood to Recommend

Amazon SageMaker

Amazon SageMaker is a great tool for developing machine learning models that take more effort than just point-and-click type of analyses. The software works well with the other tools in the Amazon ecosystem, so if you use Amazon Web Services or are thinking about it, SageMaker would be a great addition. SageMaker is great for consumer insights, predictive analytics, and looking for gems of insight in the massive amounts of data we create. SageMaker is less suitable for analysts who do generally "small" data analyses, and "small" data analyses in today's world can be billions of records.
Thomas Young | TrustRadius Reviewer

Dataiku DSS

Dataiku DSS is very well suited to handle large datasets and projects which requires a huge team to deliver results. This allows users to collaborate with each other while working on individual tasks. The workflow is easily streamlined and every action is backed up, allowing users to revert to specific tasks whenever required.While Dataiku DSS works seamlessly with all types of projects dealing with structured datasets, I haven't come across projects using Dataiku dealing with images/audio signals. But a workaround would be to store the images as vectors and perform the necessary tasks.
Anonymous | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

Amazon SageMaker
Dataiku DSS
8.9
Connect to Multiple Data Sources
Amazon SageMaker
Dataiku DSS
9.8
Extend Existing Data Sources
Amazon SageMaker
Dataiku DSS
9.6
Automatic Data Format Detection
Amazon SageMaker
Dataiku DSS
9.6
MDM Integration
Amazon SageMaker
Dataiku DSS
6.5

Data Exploration

Amazon SageMaker
Dataiku DSS
8.5
Visualization
Amazon SageMaker
Dataiku DSS
8.3
Interactive Data Analysis
Amazon SageMaker
Dataiku DSS
8.7

Data Preparation

Amazon SageMaker
Dataiku DSS
8.9
Interactive Data Cleaning and Enrichment
Amazon SageMaker
Dataiku DSS
9.4
Data Transformations
Amazon SageMaker
Dataiku DSS
9.1
Data Encryption
Amazon SageMaker
Dataiku DSS
8.2
Built-in Processors
Amazon SageMaker
Dataiku DSS
8.8

Platform Data Modeling

Amazon SageMaker
Dataiku DSS
8.2
Multiple Model Development Languages and Tools
Amazon SageMaker
Dataiku DSS
6.9
Automated Machine Learning
Amazon SageMaker
Dataiku DSS
8.6
Single platform for multiple model development
Amazon SageMaker
Dataiku DSS
8.6
Self-Service Model Delivery
Amazon SageMaker
Dataiku DSS
8.6

Model Deployment

Amazon SageMaker
Dataiku DSS
8.1
Flexible Model Publishing Options
Amazon SageMaker
Dataiku DSS
8.0
Security, Governance, and Cost Controls
Amazon SageMaker
Dataiku DSS
8.2

Pros

Amazon SageMaker

  • Provides enough freedom for experienced data scientists and also for those who just need things done without going much deeper into building models.
  • Customization and easy to alter and change.
  • If you already are an Amazon user, you do not need to transition over to another software.
Anonymous | TrustRadius Reviewer

Dataiku DSS

  • The intuitiveness of this tool is very good.
  • Click or Code - If you are a coder, you can code. If you are a manager, you can wrangle with data with visuals
  • The way you can control things, the set of APIs gives a lot of flexibility to a developer.
Devesh Singh | TrustRadius Reviewer

Cons

Amazon SageMaker

  • It's very good for the hardcore programmer, but a little bit complex for a data scientist or new hire who does not have a strong programming background.
  • Most of the popular library and ML frameworks are there, but we still have to depend on them for new releases.
Anonymous | TrustRadius Reviewer

Dataiku DSS

  • End product deployment.
Anonymous | TrustRadius Reviewer

Usability

Amazon SageMaker

No score
No answers yet
No answers on this topic

Dataiku DSS

Dataiku DSS 10.0
Based on 1 answer
As I have described earlier, the intuitiveness of this tool makes it great as well as the variety of users that can use this tool. Also, the plugins available in their repository provide solutions to various data science problems.
Devesh Singh | TrustRadius Reviewer

Support Rating

Amazon SageMaker

No score
No answers yet
No answers on this topic

Dataiku DSS

Dataiku DSS 9.1
Based on 3 answers
The support team is very helpful, and even when we discover the missing features, after providing enough rational reasons and requirements, they put into it their development pipeline for the future release.
Anonymous | TrustRadius Reviewer

Alternatives Considered

Amazon SageMaker

Amazon SageMaker took the heavy lifting out of building and creating models. It allowed for our organization to use our current system for integration and essentially added on a feature to help all levels of Data scientists and IT professionals in our department and company as a whole. The training was simple as well.
Anonymous | TrustRadius Reviewer

Dataiku DSS

Strictly for Data Science operations, Anaconda can be considered as a subset of Dataiku DSS. While Anaconda supports Python and R programming languages, Dataiku also provides this facility, but also provides GUI to creates models with just a click of a button. This provides the flexibility to users who do not wish to alter the model hyperparameters in greater depths. Writing codes to extract meaningful data is time consuming compared to Dataiku's ability to perform feature engineering and data transformation through click of a button.
Anonymous | TrustRadius Reviewer

Return on Investment

Amazon SageMaker

  • We have been able to deliver data products more rapidly because we spend less time building data pipelines and model servers.
  • We can prototype more rapidly because it is easy to configure notebooks to access AWS resources.
  • For our use-cases, serving models is less expensive with SageMaker than bespoke servers.
Gavin Hackeling | TrustRadius Reviewer

Dataiku DSS

  • Given its open source status, only cost is the learning curve, which is minimal compared to time savings for data exploration.
  • Platform also ease tracking of data processing workflow, unlike Excel.
  • Build-in data visualizations covers many use cases with minimal customization; time saver.
Anonymous | TrustRadius Reviewer

Pricing Details

Amazon SageMaker

General

Free Trial
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

Amazon SageMaker Editions & Modules

Additional Pricing Details

Dataiku DSS

General

Free Trial
Yes
Free/Freemium Version
Premium Consulting/Integration Services
Entry-level set up fee?
No

Dataiku DSS Editions & Modules

Edition
DiscoverContact sales team
BusinessContact sales team
EnterpriseContact sales team
  1. none
Additional Pricing Details

Rating Summary

Likelihood to Recommend

Amazon SageMaker
10.0
Dataiku DSS
8.7

Usability

Amazon SageMaker
Dataiku DSS
10.0

Support Rating

Amazon SageMaker
Dataiku DSS
9.1

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