ML Practitioner

ML Practitioner

Hone your skills on the visual tools in Dataiku for building machine learning models

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Level
Duration
Role
All
3h30 minimum
(Citizen) Data Analyst, Data Scientist

You’ll be able to:

  • Create, evaluate and tune ML Models with Dataiku's Visual ML tool
  • Deploy your model from Lab to Flow and apply it
  • Understand and explain your model with Responsible AI tools
  • Analyze your data with the Interactive Stats tool
  • Take the ML Practitioner certification

Recommended Courses to Prepare for Certification

 

Optional Courses to Go Beyond

 

Machine Learning Basics
Machine Learning Basics
This course is designed for anyone who wants to get started with visual machine learning in Dataiku.
90 min
Machine Learning Data Scientist Citizen Data Scientist Expert Data Scientist
Scoring Basics
Scoring Basics
After finishing Machine Learning Basics, learn how to deploy prediction models to score new data.
60 min
Machine Learning Data Scientist Citizen Data Scientist Expert Data Scientist
Time Series Preparation
Time Series Preparation
Learn how to prepare time series data with the Time Series Preparation plugin
120 min
Time Series Time Series Preparation Citizen Data Scientist Expert Data Scientist
Image Classification and Object Detection without Code
Image Classification and Object Detection without Code
Learn how to use the Dataiku deep learning capabilities for image classification and object detection
90 min
Citizen Data Scientist Expert Data Scientist Images
Time Series Analysis & Forecasting
Time Series Analysis & Forecasting
Learn the fundamentals of analyzing and forecasting time series data.
60 min
Time Series Citizen Data Scientist Expert Data Scientist
NLP - The Visual Way
NLP - The Visual Way
Learn how to prepare and model natural language data with visual tools in Dataiku.
60 min
Natural Language Processing text data text Citizen Data Scientist Expert Data Scientist
Partitioned Models
Partitioned Models
Learn how to train a machine learning model on partitions of your dataset.
30 min
Data Scientist Citizen Data Scientist Expert Data Scientist
Responsible AI
Responsible AI
Learn how to use features in Dataiku to keep the outputs of AI aligned with Responsible AI principles.
Machine Learning 102
Machine Learning 102
Build on your knowledge of Dataiku's visual machine learning capabilities.
100 min
Interactive Statistics
Interactive Statistics
Learn how to use tools for visual statistics in Dataiku.
90 min
Data Scientist Data Analyst Citizen Data Scientist Analyst Expert Data Scientist
Intro to Machine Learning
Intro to Machine Learning
Unravel the mystery of machine learning.
60 min
Citizen Data Scientist Expert Data Scientist