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Spotlight on New Gen AI Capabilities
Dataiku 12.4: The Gift That Keeps On Giving, Part Deux Hi everyone, me again! Hopefully, you saw last week's update that Dataiku 12.4 is officially available and chock full of goodies to help you with multi-platform MLOps, statistics, visualization, modeling, and building Flows. If not, check out the article now. But wait,…
December Release Notes: Deploy Anywhere, New Databricks Integrations, and Much More
Deploy Anywhere, New Databricks Integrations, and Other Exciting Updates in Dataiku In October, we announced a crop of Generative AI capabilities to help you efficiently develop and deliver a variety of LLM-powered data applications, all securely backed by the LLM Mesh. This month, in honor of the Thanksgiving holiday that…
From NLP to OMG: Announcing Powerful New Generative AI Features in Dataiku
When I think about the possibility of Generative AI rendering jobs obsolete, it tickles me pink to think that my former job prior to joining Dataiku is already one of them! Well, perhaps not my whole job, but definitely the parts where I demonstrated how text analytics software could help companies tackle traditional NLP…
Dataiku 12.2 Summer Special: A New Wave of Product Features and Enhancements
What’s New with Machine Learning in 12.2? In July’s release of Dataiku 12.1, we unveiled a series of snackable product updates. This month, we reveal to you Dataiku 12.2! From powerful cloud model integrations to multi-treatments for causal ML to user-defined aggregations and copy/paste for charts, there’s something to…
Dataiku 12.1 Snackable Updates: New Product Features & Bite-Sized Improvements
Last month, with the release of Dataiku 12.0, we delivered a baker’s dozen of exciting new features to help you go faster and keep control over AI initiatives. Hopefully, you’ve had some time to digest that big meal because, believe it or not, we’re already back with a snack: Dataiku 12.1! Read on to discover more about…
Dataiku 12: A Dozen Ways Work Just Got Better
While you’ve been enjoying the spring weather outside, our product and engineering teams have been busy in the kitchen cooking up tasty new innovations in Dataiku 12. In honor of our twelfth product version, we’re pleased to provide a rundown of this major release's 12 most noteworthy features. After all, so many good…
Dataiku Cloud: New Name and New Editions
New year, new Dataiku! Can we still say it’s the new year? Either way, I’m excited to announce that our SaaS offering, formerly Dataiku Online, is now Dataiku Cloud. We’ve also expanded our Cloud offering with new editions to make it easier to fast-track your AI and analytics projects. Now your options for Dataiku Cloud…
Study: AI-Enabled Energy Management System
Introduction Energy management systems (EMS) aim to optimize energy production and consumption patterns to reduce overall consumption and emissions. Such systems have been conceptualized for industrial systems, such as drilling equipment and manufacturing centers. That said, they’re also a hot topic for systems that aim to…
New Year, New Features! Dataiku 11.3 Is Hot Off the Presses
Happy New Year! I hope you all enjoyed the holidays and are refreshed and excited for 2023. Last month, we delivered a bundle of holiday treats with Dataiku 11.2, but ‘tis the season that keeps on giving. A fresh batch of goodies is already available for you to explore in Dataiku 11.3. Along with plenty of improvements to…
3 More Easter Eggs in the Dataiku Flow
We may be two weeks into the new year, but the Dataiku Community team is still in the festive spirit! As a belated holiday gift to our valued Community members, we’re revealing a few more Easter eggs that can be found in the Dataiku flow. Meant to add a touch of fun to your workday, these amusing animations can be…
Data Access: A Story Starring AWS IAM Roles and Dataiku Connections
With many enterprise companies adopting the idea of moving applications and data to the cloud, security becomes paramount. One of the unique principles to working with data in Dataiku is that the processing logic that acts upon a dataset is decoupled from its underlying storage infrastructure. This is accomplished through…
Want to Control the Execution of Scenario Steps With Conditional Logic? Here’s How!
Scheduled File Downloading and Processing I have a Dataiku scenario with multiple steps. One of these steps includes downloading some files from a third-party website. In some instances, there won't be any files downloaded. As a result, the next step fails as there are no files to process. In this case, how can I configure…
10 Holiday Treats in Dataiku 11.2: Discover Newly Delivered Product Enhancements
The festive season is in full swing, and here at Dataiku, we’re counting down to the holidays, a cherished time for reflection, togetherness, and gratitude. But while I’ve been busy wrapping presents, my Dataiku engineering family has been hard at work preparing a different kind of gift — a bountiful array of new features…
Take the Shortcut: Customer Segmentation for Banking & Insurance Claims Modeling With GLM
This time, Take The Shortcut tackles customer-related topics! We’re going to take a closer look at two of our Dataiku Business Solutions specifically created to help insurers and banks accelerate customer-related use cases. Customer Segmentation for Banking is the perfect solution to rapidly integrate machine learning…
Generating a Dropdown in a Dataiku App Using the Python Do Function
Sometimes you want to dynamically generate a custom dropdown in your application. It could be using the values from a dataset column or using the six last month's values from today. You can actually do this using the "edit project variable" tile of a Dataiku application. Click on "Use custom UI" below the input for…
Want to Stop Rebuilding "Expensive" Parts of your Flow? Explicit Builds are the Answer
Use Explicit Recursive Builds to Control Breakpoints Dataiku’s scenarios are useful for automatically refreshing pipelines since some rebuild options take care of updating any upstream objects that are critical dependencies for downstream analyses. That said, I don’t always want to (or need to) rebuild absolutely…
Brand New Features for Modelers, ML Engineers, and Analysts in Dataiku 11.1
Dataiku 11.1 has landed! In addition to many enhancements to existing features, this update also contains several exciting new capabilities across every stage of the entire data lifecycle, including at least three solutions for product ideas proposed by your fellow Dataiku Community members. Read on for more details on…
5 Easter Eggs in the Dataiku Flow
Recently, I overheard someone describe their experience using Dataiku as “work is now fun again!”. This really caught my attention, as it’s not every day that you hear people associate Enterprise AI/ML software with being a source of entertainment. But what if Dataiku offers just that? To add some amusement to your work…
6 Hidden Gems in Dataiku’s AutoML
Automated Machine Learning, or AutoML, is a proven accelerator for model development and iteration. If you’ve taken training or used Dataiku before, you’ll know that it supports Supervised, Unsupervised, Deep Learning, and, more recently, Computer Vision use cases with the built-in AutoML. In today’s article, we will…
Take the Shortcut: Distribution Spatial Footprint & Product Recommendation
In this month’s installment of our ongoing series, we’re pleased to share two of our Dataiku Business Solutions specially created to accelerate the work of sales, marketing, and supply chain teams. While all businesses can use them, these particular solutions are especially relevant to individuals working in the retail…
Dataiku 11 Has Landed! What’s New in This Version?
Dataiku 11 has officially arrived! This major release is jam-packed with powerful new features for technical experts, business leaders, and everyone in between. Keep reading for more details and demos. At the end of the article, you’ll find additional links to a recorded session showcasing the latest capabilities, a Crash…