What is Dataiku?
Dataiku is the platform democratizing access to data and enabling enterprises to build their own path to AI in a human-centric way. With Dataiku, everyone can get involved in data and AI projects on a single platform for design and production that delivers use cases in days, not months. No matter where they sit, they work in a safe and governed way that helps manage risk and create trust to drive high-quality outputs and value for your business.
Company Details
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Real user data aggregated to summarize the product performance and customer experience.
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Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
85 Likeliness to Recommend
2
Since last award
96 Plan to Renew
1
Since last award
73 Satisfaction of Cost Relative to Value
3
Since last award
Emotional Footprint Overview
Product scores listed below represent current data. This may be different from data contained in reports and awards, which express data as of their publication date.
+94 Net Emotional Footprint
The emotional sentiment held by end users of the software based on their experience with the vendor. Responses are captured on an eight-point scale.
How much do users love Dataiku?
Pros
- Helps Innovate
- Continually Improving Product
- Reliable
- Performance Enhancing
How to read the Emotional Footprint
The Net Emotional Footprint measures high-level user sentiment towards particular product offerings. It aggregates emotional response ratings for various dimensions of the vendor-client relationship and product effectiveness, creating a powerful indicator of overall user feeling toward the vendor and product.
While purchasing decisions shouldn't be based on emotion, it's valuable to know what kind of emotional response the vendor you're considering elicits from their users.
Footprint
Negative
Neutral
Positive
Feature Ratings
Data Pre-Processing
Openness and Flexibility
Data Exploration and Visualization
Ensembling
Feature Engineering
Data Ingestion
Algorithm Recommendation
Model Training
Pre-Packaged AI/ML Services
Model Tuning
Algorithm Diversity
Vendor Capability Ratings
Vendor Support
Ease of Data Integration
Usability and Intuitiveness
Quality of Features
Breadth of Features
Business Value Created
Availability and Quality of Training
Ease of IT Administration
Ease of Customization
Ease of Implementation
Product Strategy and Rate of Improvement
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Dataiku Reviews
Sergey M.
- Role: Consultant
- Industry: Insurance
- Involvement: IT Leader or Manager
Submitted Oct 2022
Good product, but pricy for what it can do
Likeliness to Recommend
What differentiates Dataiku from other similar products?
Ease of conducting analytical work on big data and building Machine Learning models using out-of-the-box algorithms
What is your favorite aspect of this product?
It's great for one-off analytical projects
What do you dislike most about this product?
It doesn't follow or enforce best practices for software development and DevOps / MLOps, which results in projects that are non-reproducible and/or very hard to maintain in the long term.
What recommendations would you give to someone considering this product?
Clearly understand what your organisation's real needs are. If it's one-off analytical projects or simple predictive models, Dataiku can be a great choice (assuming you can afford the license). If, however, you need to build custom Machine Learning models and want do to this following the best practices from software engineering and DevOps / MLOps, you may be disappointed by choosing this product.
Pros
- Efficient Service
- Effective Service
- Caring
- Respectful
Please tell us why you think this review should be flagged.
Yanchen D.
- Role: Sales Marketing
- Industry: Finance
- Involvement: End User of Application
Submitted Oct 2022
Great products, keep up the good work!
Likeliness to Recommend
What differentiates Dataiku from other similar products?
Dataiku is my daily tool for machine learning model development and maintenance. It’s super easy to integrate our database into the platform and further clean the data for building models. Dataiku provides a one-stop-shop for ML.
What is your favorite aspect of this product?
One-stop-shop for ML from pulling data to model deployment
What do you dislike most about this product?
Team collaboration feature could be better
What recommendations would you give to someone considering this product?
Great product with lots of features we need
Pros
- Continually Improving Product
- Acts with Integrity
- Helps Innovate
- Reliable
Please tell us why you think this review should be flagged.
Salmine H.
- Role: Information Technology
- Industry: Technology
- Involvement: End User of Application
Submitted Jun 2022
It is a great software for machine learners.
Likeliness to Recommend
What differentiates Dataiku from other similar products?
I like the pliability to ingest different data sources. The program is intuitive and permits you to transfer data into a project with many clicks. Also, the portfolio of recipes and algorithms facilitates expediting the development of various algorithms. One exercise that I’d prefer to do is to check the time-saving opportunities that I can have with this kind of tool. Dataiku DSS is a complete data science tool with a big selection of applications. It has everything you’ll ask for.
What is your favorite aspect of this product?
Easy use because of the presence of all majorly applied operations as direct ‘recipes’. And also, the visual flow component helps keep track of things most intuitively. DSS is a powerful tool for information science work. It gives you the best suggestion that the algorithm is best for your analysis. I even have used it primarily for data preparation and data analysis purpose. It‘s straightforward to use and reuse your data flow creating this extremely cool.
What do you dislike most about this product?
If not properly managed, the flows will become massive and tough to manage- I notice the visual arrangement side of the tool to be a touch lacking. The two options of anchor and free flow each have their downsides. Anchor works fine just for smaller flows.
What recommendations would you give to someone considering this product?
I’d advocate obtaining the certification. That’s a decent way to get your hands on using real-world issues to explore thoroughly the various functionalities of the software. Also, have a data catalog to grasp all the components of your data.
Pros
- Helps Innovate
- Reliable
- Unique Features
- Efficient Service
Please tell us why you think this review should be flagged.
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