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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
On request
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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
1. DISCOVERING THE USE CASE
30 minutes
Retrieving and understanding data
Use case objective: create a product recommendation model
2. PREPARE AND ANALYSE YOUR DATA
2 hours
Preparing your data: managing dates and missing data
Calculating aggregations with WINDOW and PIVOT recipes
Analysing variable distributions
Separate data by time dimension
3. CREATE A RECOMMENDATION MODEL
3 hours
Introduction to Dataiku plugins
The Recommendation Systems plugin
Train a recommendation model on its data
Filter relevant results
Evaluating the model's performance
4. AUTOMATE THE PROJECT
2 hours 30 minutes
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.
What is the difference between Artefact School of Data and other courses?
World-renowned learning and a unique educational experience. More than 5,000 students around the world have been trained by our experts atArtefact. You will benefit from immersion training with one of the world leaders in Data & AI, who will share their expertise with you. Every day, you'll learn from real-life cases you've worked on with some of the world's biggest companies.
How do I apply for our courses?
The registration process is very simple: you apply directly for the course of your choice, explaining your motivation and describing your career path. You can also download our full programme and make an appointment with our team.
How can I finance my training?
There are a number of funding solutions available to you: personal funding (in one or more instalments), use of your Personal Training Account (CPF), assistance from Pôle emploi, funding via your company's OPCO if you are in post, Professional Transition Project (PTP), Agefiph, etc. As each professional project and each funding application is unique, we offer you a personalised meeting to answer all your questions and help you through the process. You can also watch a video showing all the financing options available.
Are the courses face-to-face or distance learning?
We recommend taking the course face-to-face, in order to take full advantage of the learning environment within a leading player in Data and Artificial Intelligence, and to benefit from direct exchanges with the trainers and other participants.
However, for greater flexibility, our courses can also be taken at a distance or in a hybrid format. Every effort is made to ensure that you can participate in the best possible conditions, either from our classroom or from home, depending on your preference. This flexible format has been designed to optimise your learning throughout the course.
Who are the speakers at Artefact School of Data?
The lecturers at Artefact School of Data are senior Data Scientists, Data Analysts and Data Engineers. They all work forArtefactone of the world leaders in data. Thanks to their day-to-day work with Artefact's customers, they are confronted with the real and current issues faced by companies. This proximity to the field means that we can offer training that is rooted in the reality of data projects, built on their experience and the challenges they face every day.
Are our training courses Qualiopi certified?
Our training courses are certified "Qualiopi pour l'action de formation".
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 the data industry. This means that every day, they meet Data Scientists, Data Analysts, Data Engineers and Data Marketing experts, who make up their team. professional network and increase their chances of securing a future position with Artefact or from one of our partners.