Dataiku DSS Reviews & Product Details

Dataiku DSS Overview

What is Dataiku DSS?

Dataiku is the centralized data platform that moves businesses along their data journey from analytics at scale to enterprise AI. By providing a common ground for data experts and explorers, a repository of best practices, shortcuts to machine learning and AI deployment/management, and a centralized, controlled environment, Dataiku is the catalyst for data-powered companies. Customers across retail, e-commerce, health care, finance, transportation, the public sector, manufacturing, pharmaceuticals, and more use Dataiku to power self-service analytics while also ensuring the operationalization of machine learning models in production. By removing roadblocks, Dataiku ensures more opportunity for business-impacting models and creative solutions, allowing teams to work faster and smarter.

Dataiku DSS Details
Languages Supported
German, English, French, Spanish
Product Description

Dataiku is the a productive development platform for data professionals. This all-in-one tool integrates all the capabilities required to build end-to-end highly specific services that turn raw data into business impacting predictions quickly.

How do you position yourself against your competitors?

Dataiku strives to bring large-scale adoption of analytics at scale to all enterprises through both self-service analytics and operationalization. In our experience with companies around the world, this approach is the difference that brings business-impacting change; mass adoption is more powerful than early adoption of specific new technologies.

Dataiku provides the technology that allows companies to:

Dive in and get moving quickly on analytics, data science, machine learning, and AI at scale to stay competitive and overcome the fear of waiting for the right moment or right technology.

Effectively navigate and adapt to the perpetual stream of new technologies, allowing them to work with data efficiently at scale.

Move quickly and iterate along the way, emphasizing and enabling putting good models in production (which is worth ten perfect models in the sandbox).


Seller Details
Seller
Dataiku
Company Website
Year Founded
2013
HQ Location
New York, NY
Twitter
@dataiku
20,191 Twitter followers
LinkedIn® Page
www.linkedin.com
562 employees on LinkedIn®

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Dataiku DSS Reviews

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Mid-Market(51-1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from G2
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best?

The flows make it very easy to visualize my data flow, instead of having multiple files everywhere. It saves me a lot of time when cleaning data and mixing different languages and technologies such as SQL, Python and R in the same project.

The plugin feature also gives me a lot of flexibility.

The fact that you can insert new data to your database from DSS, automate flows insert checks, etc. makes the whole process very intuitive and saves a lot of time.

Support is also great, very quick in answering our questions and very proactive in solving issues. Review collected by and hosted on G2.com.

What do you dislike?

Some minor bugs exist and some features are still needed.

I have faced bugs when integrating with Snowflake, but no major issues.

Since it is a new tool, we often face issues due to missing features, but the support team is always willing to help and add those features to their development pipeline.

Support for IT infrastructure could be a bit more proactive too, sometimes we feel a bit lost with technical issues such as storage space and how DSS uses it. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

I use it for pretty much everything at work now, from recommender systems to forecasting. It saves me a huge amount of time.

I was able to collaborate with other teammates by sharing tables between projects, and automate reports and dashboards, including notifications in other tools, such as Microsoft Teams, to inform of any issues when updating those reports. Review collected by and hosted on G2.com.

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UI
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Invitation from G2
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best?

1.Dataiku is one place tool where we can do work with data like

Data Preparation

Data Exploration

automated AI

Model Deployment

AI Monitoring

APP Management

2. Best tool to Data transformation from any resource and analysis the data in different view

3. Best tool to generate report and model of the data in pictorial and table representation. Review collected by and hosted on G2.com.

What do you dislike?

Does not scale well for more number of users

Could have better support on platform installation and maintenance

the statistics data can be better

Not giving tableau plugin Review collected by and hosted on G2.com.

Recommendations to others considering the product:

It is best tool for transformation data into different dimension and analysis the data.

it is best tool for data cleaning and transformation according to different business requirement.

data analyst and data scientist enthusiasm use this tool and make your decision more easy. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

We are promoting the product to our client as best analytical tool

As a trainer, i delivery the training about this product. Review collected by and hosted on G2.com.

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Senior Consultant
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from G2
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best?

I like the flexibility to ingest different data sources. The user interface is intuitive and allows you to upload data into a project with a few clicks. Also, the portfolio of recipes and algorithms help expedite the development of different algorithms. One exercise that I'd like to do is to test the time-saving opportunities that I can have with this type of tool. Review collected by and hosted on G2.com.

What do you dislike?

This might sound picky, but I didn't like the drag and dropped functionality within the flow, it's hard to move things around. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

I'd recommend getting the certification. That's a good way to get your hands one using real-world problems to explore in detail the different functionalities of the software. Also, have a data catalog to understand all the components of your data Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

I'm using Dataiku mostly for use cases within the Healthcare Industry Review collected by and hosted on G2.com.

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Analyst - Gamma
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

Ease of use due to the presence of all majorly applied operations as direct 'recipes'.

And also, the visual flow element helps keep track of things in the most intuitive manner. Review collected by and hosted on G2.com.

What do you dislike?

If not properly managed, the flows can become very big and difficult to manage- I find the visual arrangement aspect of the tool to be a bit lacking. The two options of anchor and free flow both have their downsides. Anchor works fine only for smaller flows. And free flow can get messy very easily: e.g. connecting lines often criss cross even though they need not and we can visually see this but the tool does mess this up sometimes. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

I have used it extensively for data cleaning and preparation purpose. As mentioned above, it makes this very easy to do. Anothet aspect is that we regularly receive new data and the data preparation steps need to be re run- dataiku dss makes this easy as well. Review collected by and hosted on G2.com.

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Senior Executive | Data Technology and Analytics
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

DSS is powerful tool for Data science work. it's giving you best suggetion for which algorithm is best for you analysis.

I have used it basically for data preparation and data analysis purpose. it's easy to use and reuse you data flow making this really cool.

Thank DSS. Review collected by and hosted on G2.com.

What do you dislike?

Only one thing data visualization. it's not giving you tableau software plugin. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

I am recommending for all data analyst and data scientist enthusiasm use this tool and make your decision more easy. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Extensively for data preparation like indexing, create calculated file, random forcast algorithm and other also create other algorithm. I have realized it's easy to use and user friendly interface. Review collected by and hosted on G2.com.

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UP
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from the seller
What do you like best?

Inbuilt machine learning deployment facility and easy integration with other code environments like Jupyter Notebook Review collected by and hosted on G2.com.

What do you dislike?

Needs to be a little more intuitive in nature Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Dataiku DSS will soon become the go to software for all our machine learning needs. It's a must know tool for every data scientist. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Currently solving problems that require a data driven solution by leveraging machine learning algorithms. The inbuilt mechanism to train and predict using the models and choose the best model from dataiku has proved to be very useful Review collected by and hosted on G2.com.

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Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: Invitation from the seller
What do you like best?

Dataiku DSS is a complete data science tool with wide range of applications. It practically have everything you can ask for. Review collected by and hosted on G2.com.

What do you dislike?

The statistics tab can be way better and interactive. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

I would pick DSS over other tools in the industry any day if you are looking for a tool that can check all the boxes Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

I am planning to use Dataiku tool to manipulate data in Entertainment and media industry. Using DSS it gave me some fresh insights Review collected by and hosted on G2.com.

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Business Technology Analyst
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Invitation from G2
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best?

Visual recipes for data manipulation and modelling for big data. Ease to use. Review collected by and hosted on G2.com.

What do you dislike?

Community can still improved and as tool is very powerful but weak community don’t let you benefit everything Review collected by and hosted on G2.com.

Recommendations to others considering the product:

If you need to easily handle big data and share flows with others. Best tool to use Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Data integration, Data analysis and Data modelling. Very easy to use. Can be easily shared with the user/client for understanding and maintenance Review collected by and hosted on G2.com.

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Associate Decision Science
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

Scalability, Availability of various Pre processing Steps/Algorithms . And also the flexibility to tweak the algorithm parameters really helpful and useful Review collected by and hosted on G2.com.

What do you dislike?

Nothing to dislike about this product, was useful till date Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Excellent option if you are not hands on with coding but have the knowledge skills of Machine Learning/Data Science Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

To design and compare various models, customize the models as per my need and also scale it up without having to code allot! Review collected by and hosted on G2.com.

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AP
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Organic
What do you like best?

User interface, good learning materials enabling the fast introduction to the platform. An easy way to understand and present the data preparation flow. Review collected by and hosted on G2.com.

What do you dislike?

Could have better support on platform installation and maintenance/tunning. Still small community, when it increases would be great to take care of small doubts and tips and tricks. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Better data preparation visualization, allowing a more visual way to show the process to business Review collected by and hosted on G2.com.

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CP
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Invitation from the seller
What do you like best?

Dataiku is a really nice tool if used wisely. My personal experience was good when I used it as a data exploration tool and analytics tool. Review collected by and hosted on G2.com.

What do you dislike?

the visualisation offered by dataiku is way too simple for them to use in production and can't be used as an etl tool.but it's very nice tool for data exploration Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Use for analytics and modelling Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

We were trying to extract paitent claim data and were trying to create an ADS (Analytics ready Dataset) out of it for reporting Review collected by and hosted on G2.com.

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Consultant
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

Lot's of built in machine learning algorithms. Review collected by and hosted on G2.com.

What do you dislike?

Heavy to install and requires skills to configure Review collected by and hosted on G2.com.

Recommendations to others considering the product:

give it a try Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Exploratory analysis, quick and easy Review collected by and hosted on G2.com.

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Project Specialist
Broadcast Media
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

This software is very helpful in attracting multiple users, the analyses it does are excellent, the interface it offers is very clean and easy to use for data engineering, data analysis and data visualization, innovation and constant improvements of the platform, such as its latest integration with GitHub, for example, make the tool a great added value, the perfect tool to gather data and expertise on the subject throughout the company and to ensure security. It also has a great collaboration environment and complete parameterization of Predictive and Machine Learning algorithms, with full access to its source code. Review collected by and hosted on G2.com.

What do you dislike?

I wish there was a free version of dataiku elements", plus it doesn't do tasks on its own, but they're just small things. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

This software is highly recommended. I would say you can trust it. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

It helps us a lot with email, retail, automotive, marketing, tourism, etc. It is perfect for predictive maintenance, demand forecasting, dynamic pricing and more. Review collected by and hosted on G2.com.

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UB
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: Invitation from G2
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best?

Ease of use and has many options to modeling Review collected by and hosted on G2.com.

What do you dislike?

Does not scale well for more number of users Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Suddenly the DSS goes down Review collected by and hosted on G2.com.

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UF
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

The ability to have "recipes" and pipelines for data is useful Review collected by and hosted on G2.com.

What do you dislike?

For my particular application if the software which was developing ML models, it was not necessary and I find using open source libraries like Pandas with my preferred python IDE to be the most versatile Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Data cleaning Review collected by and hosted on G2.com.

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CC
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from the seller
Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best?

The histograms on each column and the recommendation of outliers. The major like from my side would be the algorithm recommendation after building model. Review collected by and hosted on G2.com.

What do you dislike?

Data transformation could have been better with different summarization symbols. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Predictive maintenance and I don't see any other issues other than small tweak Review collected by and hosted on G2.com.

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CA
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

User experience and suppported ML models Review collected by and hosted on G2.com.

What do you dislike?

Connectivity with certain Big Data environments like Kafka. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Web browser web is fantastic Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Predicting employee attrition. reduce recruiting costs Review collected by and hosted on G2.com.

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Data Analyst
Food & Beverages
Enterprise(> 1000 emp.)
Validated Reviewer
Verified Current User
Review source: Invitation from G2
What do you like best?

Ease of use

Lots of recipes for your all kind of work Review collected by and hosted on G2.com.

What do you dislike?

Workload, if user number is high and everybody working a big project, sometimes we got errors but it is not big deal. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Big data analysis

Consumer insights

Social media insights

Image analytics Review collected by and hosted on G2.com.

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Staff Data Engineer
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from the seller
What do you like best?

Dataiku offers a very clean, intuitive and user-friendly interface with functionality for data engineering, data analytics and data visualization. The visual recipes specifically and the ability to transform data without writing code is the best feature of the tool. The ability to easily schedule jobs inside the tool itself is a great feature as well. Unlike most of it's competitors, allowing in database execution is what sets Dataiku apart from the rest. The innovation and constant improvements to the platform such as their latest integration with GitHub for example make the tool a huge value add. Lastly, the user friendly staff that is dedicated to customer success is simply phenomenal to work with. Review collected by and hosted on G2.com.

What do you dislike?

The tool lacks good data visualization functionality. It does not offer drill down functionality in visualizations or interactive charts that work together. Additionally, the license cost is definitely on the higher end. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Definitely go for it! It's a great tool and a very innovative company. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Beyond supporting projects in every organization of the business such as Engineering, Supply Chain, Finance, Marketing, etc. the tool has enabled non-technical business users to build their own sustainable data products in our shared data lake environment. It has played a key role in our digital transformation. Review collected by and hosted on G2.com.

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Bashir Ali
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

Dataiku provides tutorials on its many aspects. For example, there is a tutorial for building and training models for your dataset. Review collected by and hosted on G2.com.

What do you dislike?

The free version does not come with a basic server to keep your datasets/flows on. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

As part of work, we are solving social analytics and how social media can help us drive our decisions for the people Review collected by and hosted on G2.com.

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Big Data Engineer
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

Easy of use,We are using it to build data pipeline for our data lake.It takes care of all the configuration things ,engineers just need to concentrate on scripting Review collected by and hosted on G2.com.

What do you dislike?

Some of the restrictions on the platform,a better scheduler would be a good one Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Data pipelining made simple Review collected by and hosted on G2.com.

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AA
Mid-Market(51-1000 emp.)
Validated Reviewer
Review source: Invitation from the seller
What do you like best?

Dataiku Data Science Studio is a great technology for engaging users through multiple parts of the analytics life cycle across all skill levels in any division of the business. This makes it an excellent tool for bringing together data and subject matter expertise across the company and for ensuring governance and security.

Additionally, Dataiku has many strong technologists in it's organization that ensure that the tool continues to evolved and stay contemporary in a fast moving space. Review collected by and hosted on G2.com.

What do you dislike?

Licensing negotiations can be difficult and pricing is high enough that it can make stakeholders shy away. Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Do a careful analysis of the vendors in this space and make sure you focus on technical capability. Many of the easier evaluation methods (especially quadrants) can be misleading because they do not weigh technical capability and enterprise capability as heavily as they should. Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Enabling Self-Service Data at an enterprise scale. Specifically for data engineering and data science work. Benefits have included multi-million dollars of savings and democratization of data and analytics across the business. Review collected by and hosted on G2.com.

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UM
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from G2
What do you like best?

Ability to slice and dice data from the interface... it’s web based application used to blast our data to entire org Review collected by and hosted on G2.com.

What do you dislike?

Glorified excel, slow to use and often is not very customizable Review collected by and hosted on G2.com.

Recommendations to others considering the product:

Evaluate the requirements before plunging into this Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Not very customizable or dynamic...Like the canned reports Review collected by and hosted on G2.com.

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CB
Enterprise(> 1000 emp.)
Validated Reviewer
Review source: Invitation from the seller
What do you like best?

The fact that whole process can be done under one platform Review collected by and hosted on G2.com.

What do you dislike?

Cannot run all the models and validation is bit tricky Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

It has automated whole process which would bave taken weeks to done Review collected by and hosted on G2.com.

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UI
Small-Business(50 or fewer emp.)
Validated Reviewer
Review source: Invitation from the seller
What do you like best?

It's a single platform to compute possibly everything and very user friendly.

Supports all the programming languages that are in market today. Very robust and adaptive to new processes and technologies Review collected by and hosted on G2.com.

What do you dislike?

NoIt performs tasks on its own so we get less chances to explore our knowledge Review collected by and hosted on G2.com.

Recommendations to others considering the product:

It's a need of the hour to invest time n learn this amazing tool as it's used in is really growing in most of the industries Review collected by and hosted on G2.com.

What problems are you solving with the product? What benefits have you realized?

Using dataiku to implement NLP on a dataset consisting publications in the university business school. Performing data manipulation activities using regression and cleaning Review collected by and hosted on G2.com.

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