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Dataiku Advanced Designer

Further training with Dataiku

Take Dataiku to the next level. This course covers the use of advanced data manipulation recipes and plugins, and the development of a product recommendation project.

Dataiku Advanced Designer

1295€
Paris and remote
8 h
Next session

On request

Jules Bertrand

Senior Data Scientist
@jules-bertrand
Jules is a certified Dataiku Trainer. At Artefact, he has worked with major companies on a range of subjects, from business intelligence to the production of machine learning models using the Dataiku platform.

Course description

Perfect your use of Dataiku with an Artefact expert. Designed for regular Dataiku users, this training course will enable you to develop a product recommendation project based on transactional data. By the end of the course, you will have acquired the skills required for official Dataiku Advanced Designer certification.

Objectives

At the end of this course, which combines theory, interactive exercises with Dataiku, and guided case studies, you will be able to :

Use Window and Pivot recipes to calculate complex aggregations

Training a recommendation algorithm on transaction data

Developing a complex project from start to finish

Public

Data scientist, data analyst, business analyst, data science manager.

Prerequisites

Core Designer and ML Practitioner certifications, or equivalent.

Evaluation

Passing the official "Advanced Designer" certification.

Program

Dataiku Advanced Designer

Retrieving and understanding data

Use case objective: create a product recommendation model

Preparing your data: managing dates and missing data

Calculating aggregations with WINDOW and PIVOT recipes

Analysing variable distributions

Separate data by time dimension

Introduction to Dataiku plugins

The Recommendation Systems plugin

Train a recommendation model on its data

Filter relevant results

Evaluating the model's performance

Check data quality using metrics and checks

Automate task execution with scenarios

Using variables in your Flow

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FAQ

Do you have any other questions about Artefact School of Data? We'd love to hear from you.

Are our courses face-to-face and/or distance learning?

We recommend that you come to one of our face-to-face courses to be at the heart of the leader in Data and Artificial Intelligence. However, if you prefer or if you can't do otherwise, our courses can also be taken at a distance or as a hybrid! Everything is designed so that you can follow our courses from our classroom or from home, as you wish. We have made this choice to optimise your learning during the course.

What support is there to help you find a job?

Every day, our students have the opportunity to work alongside Artefact employeesone of the leaders in Data. This means that every day, they meet Data Scientists, Analysts, Engineers, Data Consultants and Data Marketing experts who make up their team. professional network and increase their chances of securing a future position with Artefact or with a partner.

In addition, we offer a Career Day to help you find a job. This includes workshops on job hunting, preparing CVs and LinkedIn profiles, as well as advice on technical interviews.

Who are the teachers?

Your tutors are Data Scientists, Analysts or Senior Engineers by trade. This is very important to us because they work at the very heart of one of the leaders specialising in Data and AI: Artefact. This means that the teachers are in daily contact with Artefact customers and are responding to real, current issues in the field. Our training courses are therefore designed around what they experience on a daily basis.

How do I apply for one of our courses?

The registration process is very simple: you apply directly for the course of your choice, explaining your motivations and describing your career path. You can also download the full programme and then make an appointment with us.

Are our training courses Qualiopi certified?

Our training courses are certified "Qualiopi pour l'action de formation".