What users are saying about
Top Rated
81 Ratings
Top Rated
81 Ratings
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Score 9 out of 100
10 Ratings
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Score 8.6 out of 100

Likelihood to Recommend

Anaconda

Anaconda is great for academic and private organizations that cannot afford more expensive Python/R package managers. Also, it is more appropriate for intermediate to advanced Python users--Anaconda can be somewhat frustrating for beginners, as it takes some practice to get comfortable with the workflow. I find it particularly useful for working in teams, because if everyone uses the same package manager, it is easier to troubleshoot issues and makes for reproducible research. For wealthier organizations, a premium package management system (with tech support) would be ideal. Anaconda is also great for people working independently on code development.
Maike Holthuijzen | TrustRadius Reviewer

SAP Predictive Analytics

It's a great tool to merge actual data analysis (which Lumira doesn't do that well) with visualization (which Lumira does well) - so it can be seen as Lumira for data analysts. However, a lot of the 'predictive' side is hidden/black box which can be frustrating for those analysts, so you could argue it is too complex for casual users, but too 'black box' for analysts.
Josh Anderson | TrustRadius Reviewer

Feature Rating Comparison

Platform Connectivity

Anaconda
8.8
SAP Predictive Analytics
Connect to Multiple Data Sources
Anaconda
9.1
SAP Predictive Analytics
Extend Existing Data Sources
Anaconda
9.2
SAP Predictive Analytics
Automatic Data Format Detection
Anaconda
8.6
SAP Predictive Analytics
MDM Integration
Anaconda
8.3
SAP Predictive Analytics

Data Exploration

Anaconda
8.6
SAP Predictive Analytics
Visualization
Anaconda
8.7
SAP Predictive Analytics
Interactive Data Analysis
Anaconda
8.5
SAP Predictive Analytics

Data Preparation

Anaconda
8.5
SAP Predictive Analytics
Interactive Data Cleaning and Enrichment
Anaconda
8.7
SAP Predictive Analytics
Data Transformations
Anaconda
9.1
SAP Predictive Analytics
Data Encryption
Anaconda
7.7
SAP Predictive Analytics
Built-in Processors
Anaconda
8.6
SAP Predictive Analytics

Platform Data Modeling

Anaconda
8.8
SAP Predictive Analytics
Multiple Model Development Languages and Tools
Anaconda
9.4
SAP Predictive Analytics
Automated Machine Learning
Anaconda
8.3
SAP Predictive Analytics
Single platform for multiple model development
Anaconda
8.9
SAP Predictive Analytics
Self-Service Model Delivery
Anaconda
8.6
SAP Predictive Analytics

Model Deployment

Anaconda
9.1
SAP Predictive Analytics
Flexible Model Publishing Options
Anaconda
8.9
SAP Predictive Analytics
Security, Governance, and Cost Controls
Anaconda
9.2
SAP Predictive Analytics

Pros

Anaconda

  • First of all it is very easy to install and it is user friendly. You just download a Anaconda from its official site and you can start using it for coding (I usually code using Jupiter Notebook) Compared to Pycharm it is easier navigate in Anaconda(Jupiter Notebook)
  • For me it is a best environment to use if I have small projects. Jupiter Notebook is running tasks much faster compared to Pycharm and other IDE's.
  • In my work I usually need different scientific packages that are not commonly used. As Anaconda have thousands of libraries it helps me making my job easier
Tigran Petrosyan | TrustRadius Reviewer

SAP Predictive Analytics

  • It doesn't require you to have a Ph.D. to build models!
  • You can use it to address a very large and wide dataset without worrying about sampling.
  • Automation is in the product DNA. You can prepare your data, ingest it into the "Kernel", then get insights about what was found, decide to publish it and schedule scoring tasks or model refresh in the same product.
Abdelhalim DADOUCHE | TrustRadius Reviewer

Cons

Anaconda

  • Anaconda could greatly benefit by integrating with Git and other versioning software.
  • The software's default installation is relatively bloated, slower on older machines, and could be improved by allowing for a lean default installation environment.
  • Anaconda has an issue with supporting the current version of Computer-Vision, a commonly used machine learning package.
Ryan McGarry | TrustRadius Reviewer

SAP Predictive Analytics

  • It's extremely hard to get started. We even have a data scientist who, when we put Predictive Analytics in front of them, they could not intuitively create a data model and start analyzing. Even with deep knowledge of data analysis, the interface isn't intuitive and it's hard to get to the point of having imported a data set and start analyzing/predicting
  • Our platform team had confusion installing Predictive Analytics, particularly on the BI Platform. Additional complexity came when it came to using APL Libraries (AFL Wrapper or Stored Procedures)
  • We are still working on merging datasets. In theory, we get how to do it but we come across all sorts of issues which don't occur in Spotfire (missing records etc.)
Josh Anderson | TrustRadius Reviewer

Likelihood to Renew

Anaconda

Anaconda 7.0
Based on 1 answer
It's really good at data processing, but needs to grow more in publishing in a way that a non-programmer can interact with. It also introduces confusion for programmers that are familiar with normal Python processes which are slightly different in Anaconda such as virtualenvs.
Matthew Deakyne | TrustRadius Reviewer

SAP Predictive Analytics

No score
No answers yet
No answers on this topic

Usability

Anaconda

Anaconda 8.9
Based on 2 answers
The interface is an easy to use command-line interface, or a GUI for launching and/or discovering different parts of the system.
Juande Santander-Vela | TrustRadius Reviewer

SAP Predictive Analytics

SAP Predictive Analytics 6.0
Based on 1 answer
the UI is a bit dated and available as a desktop tool mostly.
Abdelhalim DADOUCHE | TrustRadius Reviewer

Support Rating

Anaconda

Anaconda 8.9
Based on 16 answers
There is a lot of sources to get support for Anaconda based on the large data scientist or data engineer user community. Whenever you need something, you can type it in Google search, and you can find out people who had a similar problem and the solution for it.
Xiaotong Song | TrustRadius Reviewer

SAP Predictive Analytics

SAP Predictive Analytics 7.0
Based on 1 answer
The documentation provides an explanation about what features are available but not necessarily what's happening behind the scenes. On the other side, the "community" has grown since the acquisition and most questions are properly addressed by SAP folks. Since the "product maintenance" mode announcement was made, there wasn't much new content published except on the Smart Predict side (which is built by the SAP Predictive Analytics team)
Abdelhalim DADOUCHE | TrustRadius Reviewer

Alternatives Considered

Anaconda

ANACONDA VS Alteryx Analytics: Even though I find Alteryx to be an excellent tool for managing extremely massive data, Anaconda is much better and easy for analytics.Anaconda VS. MicroStrategy Analytics: Compared with Anaconda, MicroStrategy Analytics is very difficult to use and counter-intuitiveAnaconda VS. Power BI For Office 365: One of the main advantages of BI for Office 364 is its capacity to data connectivity. However, it's very hard to edit data connections, once BI for Office is deployed in other platforms
Mauricio Quiroga-Pascal Ortega | TrustRadius Reviewer

SAP Predictive Analytics

We have typically used Spotfire for data analysis but decided to move to SAP Business Objects due to its innate connection with SAP. I found Lumira to be good for visualizations but it is not meant for data analysis. Therefore, we have introduced Predictive Analytics to see if it can fill that gap. So far, it's been far less intuitive than Spotfire to get started, and as far as I am aware so far, it does not bring many additional capabilities. I do, however, like that it utilizes the Lumira look/feel and integrates very well.
Josh Anderson | TrustRadius Reviewer

Return on Investment

Anaconda

  • We can get any new employee set-up on Python for Machine learning in minutes, without any assistance from IT. That's real $ savings.
  • We started to experiment with Machine Learning a lot more, which leads to creating new projects which can have a tremendous impact on the business.
Anonymous | TrustRadius Reviewer

SAP Predictive Analytics

  • It will potentially save time in forecast creation by giving an algorithm-derived forecast which can then be adjusted vs. starting from scratch. We can call this, a system enabled forecast
  • Thresholds can be created based on historical data to flag actuals as in/out of the 'norm', or to limit the scope of an investigation
  • We spent a lot of time so far and haven't got very far with it - it's been quite frustrating to use and a lot of time/money has been invested
Josh Anderson | TrustRadius Reviewer

Pricing Details

Anaconda

General

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

Anaconda Editions & Modules

Edition
Commercial Edition14.951
Team Edition$10,000
Enterprise EditionContact for quote
  1. per month
Additional Pricing Details

SAP Predictive Analytics

General

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

SAP Predictive Analytics Editions & Modules

Additional Pricing Details

Rating Summary

Likelihood to Recommend

Anaconda
9.0
SAP Predictive Analytics
10.0

Likelihood to Renew

Anaconda
7.0
SAP Predictive Analytics

Usability

Anaconda
8.9
SAP Predictive Analytics
6.0

Support Rating

Anaconda
8.9
SAP Predictive Analytics
7.0

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