14 Ratings
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Score 7.3 out of 100
4 Ratings
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Score 7.3 out of 100

Feature Set Ratings

  • Cloudera Data Science Workbench ranks higher in 4 feature sets: Platform Connectivity, Data Exploration, Data Preparation, Platform Data Modeling
  • Cloudera Data Science Workbench and IBM CPLEX Optimization Studio are tied in 1 feature set: Model Deployment

Platform Connectivity

7.5

Data Science Workbench

75%
6.3

IBM CPLEX Optimization Studio

63%
Cloudera Data Science Workbench ranks higher in 3/4 features

Connect to Multiple Data Sources

7.0
70%
2 Ratings
8.0
80%
1 Rating

Extend Existing Data Sources

8.0
80%
2 Ratings
6.0
60%
1 Rating

Automatic Data Format Detection

7.0
70%
2 Ratings
6.0
60%
1 Rating

MDM Integration

8.0
80%
2 Ratings
5.0
50%
1 Rating

Data Exploration

7.6

Data Science Workbench

76%
2.5

IBM CPLEX Optimization Studio

25%
Cloudera Data Science Workbench ranks higher in 2/2 features

Visualization

7.1
71%
2 Ratings
1.0
10%
1 Rating

Interactive Data Analysis

8.0
80%
2 Ratings
4.0
40%
1 Rating

Data Preparation

7.8

Data Science Workbench

78%
5.3

IBM CPLEX Optimization Studio

53%
Cloudera Data Science Workbench ranks higher in 4/4 features

Interactive Data Cleaning and Enrichment

7.0
70%
2 Ratings
5.0
50%
1 Rating

Data Transformations

8.0
80%
2 Ratings
7.0
70%
1 Rating

Data Encryption

8.0
80%
2 Ratings
7.0
70%
1 Rating

Built-in Processors

8.0
80%
2 Ratings
2.0
20%
1 Rating

Platform Data Modeling

7.6

Data Science Workbench

76%
5.7

IBM CPLEX Optimization Studio

57%
Cloudera Data Science Workbench ranks higher in 4/4 features

Multiple Model Development Languages and Tools

8.0
80%
2 Ratings
6.0
60%
1 Rating

Automated Machine Learning

7.0
70%
1 Rating
5.0
50%
1 Rating

Single platform for multiple model development

7.1
71%
2 Ratings
6.0
60%
1 Rating

Self-Service Model Delivery

8.1
81%
2 Ratings
N/A
0 Ratings

Model Deployment

8.0

Data Science Workbench

80%
8.0

IBM CPLEX Optimization Studio

80%
Cloudera Data Science Workbench ranks higher in 1/2 features

Flexible Model Publishing Options

8.1
81%
2 Ratings
8.0
80%
1 Rating

Security, Governance, and Cost Controls

7.8
78%
2 Ratings
8.0
80%
1 Rating

Attribute Ratings

  • Cloudera Data Science Workbench is rated higher in 1 area: Support Rating
  • IBM CPLEX Optimization Studio is rated higher in 1 area: Likelihood to Recommend

Likelihood to Recommend

8.9

Data Science Workbench

89%
3 Ratings
9.0

IBM CPLEX Optimization Studio

90%
1 Rating

Usability

Data Science Workbench

N/A
0 Ratings
9.0

IBM CPLEX Optimization Studio

90%
1 Rating

Support Rating

7.7

Data Science Workbench

77%
3 Ratings
7.0

IBM CPLEX Optimization Studio

70%
1 Rating

Likelihood to Recommend

Data Science Workbench

Organizations which already implemented on-premise Hadoop based Cloudera Data Platform (CDH) for their Big Data warehouse architecture will definitely get more value from seamless integration of Cloudera Data Science Workbench (CDSW) with their existing CDH Platform. However, for organizations with hybrid (cloud and on-premise) data platform without prior implementation of CDH, implementing CDSW can be a challenge technically and financially.
Anonymous | TrustRadius Reviewer

IBM CPLEX Optimization Studio

It is well suited for solving large-sized, mixed-integer, and integer programming problems. Now, the new version supports for Multi-Objective optimization along with some new algorithms such as Benders Decomposition. It is less appropriate for quadratic programming problems where the objective function is the product of multiple variables. However, it's very easy to code any problem.
Anonymous | TrustRadius Reviewer

Pros

Data Science Workbench

  • One single IDE (browser based application) that makes Scala, R, Python integrated under one tool
  • For larger organizations/teams, it lets you be self reliant
  • As it sits on your cluster, it has very easy access of all the data on the HDFS
  • Linking with Github is a very good way to keep the code versions intact
Bharadwaj (Brad) Chivukula | TrustRadius Reviewer

IBM CPLEX Optimization Studio

  • Integer programming.
  • Mixed integer programming.
  • Quadratic programming.
  • Multi-objective optimization.
Anonymous | TrustRadius Reviewer

Cons

Data Science Workbench

  • Installation is difficult.
  • Upgrades are difficult.
  • Licensing options are not flexible.
Anonymous | TrustRadius Reviewer

IBM CPLEX Optimization Studio

  • Data handling from different sources like Note Pad, etc.
  • Large size of MILP problems.
  • Various parameters to set.
Anonymous | TrustRadius Reviewer

Pricing Details

Data Science Workbench

General

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

Starting Price

Data Science Workbench Editions & Modules

Additional Pricing Details

IBM CPLEX Optimization Studio

General

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

Starting Price

$199 Per User Per Month

IBM CPLEX Optimization Studio Editions & Modules

Edition
Developer Subscription$199.001
  1. Per User Per Month
Additional Pricing Details

Usability

Data Science Workbench

No score
No answers yet
No answers on this topic

IBM CPLEX Optimization Studio

IBM CPLEX Optimization Studio 9.0
Based on 1 answer
It's nice to use and with good optimization.
Anonymous | TrustRadius Reviewer

Support Rating

Data Science Workbench

Data Science Workbench 7.7
Based on 3 answers
Cloudera Data Science Workbench has excellence online resources support such as documentation and examples. On top of that the enterprise license also comes with SLA on opening a ticket to Cloudera Services and support for complaint handling and troubleshooting by email or through a phone call. On top of that it also offers additional paid training services.
Anonymous | TrustRadius Reviewer

IBM CPLEX Optimization Studio

IBM CPLEX Optimization Studio 7.0
Based on 1 answer
Honestly, to say, I never contacted CPLEX but used its forum to know/clarify any issues I faced.
Anonymous | TrustRadius Reviewer

Alternatives Considered

Data Science Workbench

Both the tools have similar features and have made it pretty easy to install/deploy/use. Depending on your existing platform (Cloudera vs. Azure) you need to pick the Workbench. Another observation is that Cloudera has better support where you can get feedback on your questions pretty fast (unlike MS). As its a new product, I expect MS to be more efficient in handling customers questions.
Bharadwaj (Brad) Chivukula | TrustRadius Reviewer

IBM CPLEX Optimization Studio

Compared with MATLAB, CPLEX is a more user-friendly and simpler structure for writing models. This one also has a good return on investment.
Anonymous | TrustRadius Reviewer

Return on Investment

Data Science Workbench

  • Paid off for demonstration purposes.
Anonymous | TrustRadius Reviewer

IBM CPLEX Optimization Studio

  • Better for price.
  • Many model parameters/features.
  • No visualization.
Anonymous | TrustRadius Reviewer

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