16 Ratings
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Score 6.8 out of 100
19 Ratings
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Score 8.9 out of 100

Likelihood to Recommend

Azure Machine Learning Studio

Well suited:- Run a machine learning model the fastest and easiest way;- Working with an organization with no coding background;- Trying to get the most of data the cheapest and easiest way possible;- Introducing analytics and machine learning concepts to an organization or class;Less appropriate:- Running complex Machine Learning models;- Visualizing data more deeply;- Running new analytics models;- Running heavy statistical models;
Gabriel Chiararia | TrustRadius Reviewer

Databricks Unified Analytics Platform

Databricks has helped my teams write PySpark and Spark SQL jobs and test them out before formally integrating them in Spark jobs. Through Databricks we can create parquet and JSON output files. Datamodelers and scientists who are not very good with coding can get good insight into the data using the notebooks that can be developed by the engineers.
Anonymous | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

Azure Machine Learning Studio
Databricks Unified Analytics Platform
8.3
Connect to Multiple Data Sources
Azure Machine Learning Studio
Databricks Unified Analytics Platform
9.0
Extend Existing Data Sources
Azure Machine Learning Studio
Databricks Unified Analytics Platform
9.0
Automatic Data Format Detection
Azure Machine Learning Studio
Databricks Unified Analytics Platform
7.0

Data Exploration

Azure Machine Learning Studio
Databricks Unified Analytics Platform
6.0
Visualization
Azure Machine Learning Studio
Databricks Unified Analytics Platform
6.0
Interactive Data Analysis
Azure Machine Learning Studio
Databricks Unified Analytics Platform
6.0

Data Preparation

Azure Machine Learning Studio
Databricks Unified Analytics Platform
8.0
Interactive Data Cleaning and Enrichment
Azure Machine Learning Studio
Databricks Unified Analytics Platform
8.0
Data Transformations
Azure Machine Learning Studio
Databricks Unified Analytics Platform
9.0
Data Encryption
Azure Machine Learning Studio
Databricks Unified Analytics Platform
7.0
Built-in Processors
Azure Machine Learning Studio
Databricks Unified Analytics Platform
8.0

Platform Data Modeling

Azure Machine Learning Studio
Databricks Unified Analytics Platform
8.3
Multiple Model Development Languages and Tools
Azure Machine Learning Studio
Databricks Unified Analytics Platform
9.0
Automated Machine Learning
Azure Machine Learning Studio
Databricks Unified Analytics Platform
8.0
Single platform for multiple model development
Azure Machine Learning Studio
Databricks Unified Analytics Platform
9.0
Self-Service Model Delivery
Azure Machine Learning Studio
Databricks Unified Analytics Platform
7.0

Model Deployment

Azure Machine Learning Studio
Databricks Unified Analytics Platform
7.5
Flexible Model Publishing Options
Azure Machine Learning Studio
Databricks Unified Analytics Platform
7.0
Security, Governance, and Cost Controls
Azure Machine Learning Studio
Databricks Unified Analytics Platform
8.0

Pros

Azure Machine Learning Studio

  • Adding python scripts
  • Pre-trained models
  • Case studies of industry projects
Anonymous | TrustRadius Reviewer

Databricks Unified Analytics Platform

  • Extremely Flexible in Data Scenarios
  • Fantastic Performance
  • DB is always updating the system so we can have latest features.
Anonymous | TrustRadius Reviewer

Cons

Azure Machine Learning Studio

  • Hard to apply Python code and run
  • More models could be available
  • Tableau interface would be perfect
Anonymous | TrustRadius Reviewer

Databricks Unified Analytics Platform

  • The navigation through which one would create a workspace is a bit confusing at first. It takes a couple minutes to figure out how to create a folder and upload files since it is not the same as traditional file systems such as box.com
  • Also, when you create a table, if you forgot to copy the link where the table is stored, it is hard to relocate it. Most of the time I would have to delete the table and re-created.
Ann Le | TrustRadius Reviewer

Usability

Azure Machine Learning Studio

Azure Machine Learning Studio 7.0
Based on 1 answer
Good UX/UI and overall good usability, but it takes a while to get used to the product & platform. The whole design seems fragmented with little in terms of integration with project management tools such as JIRA, or wireframing. Overall it feels like an unfinished product that's meant for teaching more than for production.
Anonymous | TrustRadius Reviewer

Databricks Unified Analytics Platform

Databricks Unified Analytics Platform 9.0
Based on 1 answer
This has been very useful in my organization for shared notebooks, integrated data pipeline automation and data sources integrations. Integration with AWS is seamless. Non tech users can easily learn how to use Databricks. You can have your company LDAP connect to it for login based access controls to some extent
Anonymous | TrustRadius Reviewer

Support Rating

Azure Machine Learning Studio

Azure Machine Learning Studio 1.0
Based on 1 answer
Support is nonexistent. It's very frustrating to try and find someone to actually talk to. The robot chatbots are just not well trained.
Anonymous | TrustRadius Reviewer

Databricks Unified Analytics Platform

No score
No answers yet
No answers on this topic

Alternatives Considered

Azure Machine Learning Studio

The answer is quite simple: Microsoft Azure Machine Learning Workbench is the cheapest and most user friendly analytics tool I have ever seen! Unless you are running a team of data scientists, this is the tool to go. Most functions (marketing, sales, finance, supply chain, logistics, HR, R&D, etc.) could easily integrate Azure ML in its day to day activity.
Gabriel Chiararia | TrustRadius Reviewer

Databricks Unified Analytics Platform

Easier to set up and get started. Less of a learning curve.
Anonymous | TrustRadius Reviewer

Return on Investment

Azure Machine Learning Studio

  • It is easy to learn and construct, which impacts directly on productivity.
  • Good for experimentation and validation for simple models.
  • Has a use cost less than the best alternatives in the market.
Anonymous | TrustRadius Reviewer

Databricks Unified Analytics Platform

  • Rapid growth of analytics within our company.
  • Cost model aligns with usage allowing us to make a reasonable initial investment and scale the cost as we realize the value.
  • Platform is easy to learn and Databricks provides excellent support and training.
  • Platform does not require a large DevOPs investment
Anonymous | TrustRadius Reviewer

Pricing Details

Azure Machine Learning Studio

General

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

Databricks Unified Analytics Platform

General

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

Rating Summary

Likelihood to Recommend

Azure Machine Learning Studio
5.5
Databricks Unified Analytics Platform
8.9

Usability

Azure Machine Learning Studio
7.0
Databricks Unified Analytics Platform
9.0

Support Rating

Azure Machine Learning Studio
1.0
Databricks Unified Analytics Platform

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