Get started

Recent advancements in generative AI have made it easy to apply for jobs. But be careful! Scammers have also been known to create fake job applications in the hopes of stealing personal information. Let’s see if you — with Dataiku’s help — can spot a real job posting from a fake one!

Objectives

In this quick start, you’ll:

• Create an API endpoint from a prediction model.

• Deploy a version of the API endpoint to a production environment.

• Automate the building of a data pipeline.

Tip

To check your work, you can review a completed version of this entire project from data preparation through MLOps on the Dataiku gallery.

Create an account

To follow along with the steps in this tutorial, you need access to a 12.6+ Dataiku instance. If you do not already have access, you can get started in one of two ways:

• Start a 14 day free trial. See How-to | Begin a free trial from Dataiku for help if needed.

• The locally-installed free edition is not fully compatible.

Open Dataiku

The first step is getting to the homepage of your Dataiku Design node.

1. Go to the Launchpad.

2. Click Open Instance in the Design node tile of the Overview panel once your instance has powered up.

Important

If using a self-managed version of Dataiku, open the Dataiku Design node directly in your browser.

Once you are on the Design node homepage, you can create the tutorial project.

Create the project

Dataiku 13.3+Dataiku Pre-13.3

1. From the Dataiku Design homepage, click + New Project.

2. Select Learning projects.

3. Search for and select MLOps Quick Start.

4. Click Install.

5. From the project homepage, click Go to Flow (or g + f).

Note

You can also download the starter project from this website and import it as a zip file.