Dataiku Trial
DataikuExternal reviews
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Recipes for everything to everyone
What do you like best about the product?
The way that Dataiku can use tools like Python, R, SQL and the built-in tools to make even the most unorganized data source to information with a lot of value, undestandable for anyone that can read a dashboard.
What do you dislike about the product?
Sometimes the processing time can be prolonged for multi-user purposes; even with training data and a reduced number of users, it could be a very stressful task, going from 10 seconds to 1:30 minutes.
What problems is the product solving and how is that benefiting you?
The day-to-day information that we use in the manufacturing, marketing and salesforce are crucial for decision-making; having all the information stored on the same platform with prediction models included is a must-have combined with Qlik sense, tableau or similar softwares
DSS Flow zone feature greatly helps with dataset alignment & provide Lab for Visual & Code recipes
What do you like best about the product?
Dataiku DSS enables me to work with both structured data, which has a standard schema, & unstructured data, which has diverse schema records. It aids with dataset manipulation at a distinct level as it's analogous to our SQL tables and custom SQL query. It supports data files present in our application servers & Hadoop clusters and provides DSS recipes whenever we perform transformations on our datasets. It can also execute our Python scripts with the inclusion of Pandas library, Pig scripts, and Hive queries.
What do you dislike about the product?
None actually. Dataiku DSS even reads external datasets and helps create new ones with recipes on Hadoop HDFS, SQL database, and Amazon S3. Partition approaches followed for Discrete & Time partitioning dimensions are also well defined in Dataiku DSS.
What problems is the product solving and how is that benefiting you?
Working with predictive maintenance for our data science model is complex as it involves multiple datasets & difficult to navigate. Dataiku DSS creates a simplified view through its Flow Zone features in which we can divide our super-sized project into managable zones. We can also isolate a specific branch for Model Training and share those datasets across projects with its share to a flow zone option. Flow refactoring is also effortless as Dataiku DSS provides view only nodes option in which the zones are hidden and we can move nodes and apply tags to them as per our requirement.
Great user experience for experienced and non experienced Machine Learning users
What do you like best about the product?
User interface, good learning materials enabling the fast introduction to the platform. An easy way to understand and present the data preparation flow.
What do you dislike about the product?
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.
What problems is the product solving and how is that benefiting you?
Better data preparation visualization, allowing a more visual way to show the process to business
Dataiku Core Designer Certification
What do you like best about the product?
Dataiku DSS is a complete data science tool with wide range of applications. It practically have everything you can ask for.
What do you dislike about the product?
The statistics tab can be way better and interactive.
What problems is the product solving and how is that benefiting you?
I am planning to use Dataiku tool to manipulate data in Entertainment and media industry. Using DSS it gave me some fresh insights
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
DSS for all data analysis needs
What do you like best about the product?
Visual recipes for data manipulation and modelling for big data. Ease to use.
What do you dislike about the product?
Community can still improved and as tool is very powerful but weak community don’t let you benefit everything
What problems is the product solving and how is that benefiting you?
Data integration, Data analysis and Data modelling. Very easy to use. Can be easily shared with the user/client for understanding and maintenance
Recommendations to others considering the product:
If you need to easily handle big data and share flows with others. Best tool to use
Dataiku is powerful tool for Data analysis and data science work.
What do you like best about the product?
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.
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.
What do you dislike about the product?
Only one thing data visualization. it's not giving you tableau software plugin.
What problems is the product solving and how is that benefiting you?
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.
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.
Easy to use tool for all data wrangling and ML needs
What do you like best about the product?
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.
And also, the visual flow element helps keep track of things in the most intuitive manner.
What do you dislike about the product?
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.
What problems is the product solving and how is that benefiting you?
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.
Dataiku PoC Developer
What do you like best about the product?
User experience and suppported ML models
What do you dislike about the product?
Connectivity with certain Big Data environments like Kafka.
What problems is the product solving and how is that benefiting you?
Predicting employee attrition. reduce recruiting costs
Recommendations to others considering the product:
Web browser web is fantastic
Very useful and powerful in terms of deploying machine learning algorithms
What do you like best about the product?
Inbuilt machine learning deployment facility and easy integration with other code environments like Jupyter Notebook
What do you dislike about the product?
Needs to be a little more intuitive in nature
What problems is the product solving and how is that benefiting you?
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
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.
Mature software
What do you like best about the product?
Lot's of built in machine learning algorithms.
What do you dislike about the product?
Heavy to install and requires skills to configure
What problems is the product solving and how is that benefiting you?
Exploratory analysis, quick and easy
Recommendations to others considering the product:
give it a try
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