Course Catalog

The Dataiku Academy Course Catalog provides access to many of our course materials free of registration. It is a great resource when you are searching for a particular subject to learn about. If you are looking for a guided course of study and certificate programs, try the Learning Paths page!

 

Getting Started

 

Advanced DSS Usage

 

Database Integrations

 

Cloud Integration

 

Scalability

 

Advanced Data Preparation
Advanced Data Preparation
Become an expert at wrangling data in Dataiku DSS
4 Courses
Dataiku DSS Overview
Dataiku DSS Overview
An introduction to Dataiku DSS capabilities
2 Courses
Core Concepts
Core Concepts
Learn the core concepts of Dataiku DSS projects, data connections, and processing data with visual recipes
4 Courses
Visual Machine Learning
Visual Machine Learning
Learn how to use Dataiku DSS's visual tools for ML
5 Courses
Advanced Code
Advanced Code
Learn how to use Dataiku DSS's many code integrations
5 Courses
Advanced Analytics
Advanced Analytics
Go beyond the standard prediction and clustering models
10 Courses
Operationalization
Operationalization
Deploy your data pipelines and ML models into production environments
3 Courses
Dataiku DSS Customization
Dataiku DSS Customization
Extend the core capabilities of Dataiku DSS with plugins
2 Courses
Governance
Governance
Understand and control how data flows through your system, so that colleagues can work effectively and securely
2 Courses
Use Cases
Use Cases
Let's practice! Here are some end-to-end problems to work through
5 Courses
Dataiku DSS & SQL Databases
Dataiku DSS & SQL Databases
Learn how Dataiku DSS supports connections to SQL databases and enables in-database processing
2 Courses
Dataiku DSS and the Hadoop Ecosystem
Dataiku DSS and the Hadoop Ecosystem
Learn how Dataiku DSS integrates with Hadoop
1 Course
Dataiku DSS and Spark
Dataiku DSS and Spark
Learn how Dataiku DSS integrates with the Apache Spark computing system
2 Courses
Dataiku DSS and Amazon Web Services
Dataiku DSS and Amazon Web Services
Learn how Dataiku DSS integrates with AWS
1 Course
Core Designer Certificate
Core Designer Certificate
Take the assessment and obtain the Core Designer Certificate!
120 min
Basics 101 (Open)
Basics 101 (Open)
Begin your hands-on learning journey with Dataiku DSS
 
63 min
Core Designer
Basics 102 (Open)
Basics 102 (Open)
Continue exploring your data by creating statistical analyses, learning new aggregation techniques, and exploring the Flow
 
80 min
Core Designer
Basics 103 (Open)
Basics 103 (Open)
Complete your first Dataiku DSS project while experimenting in the Lab and testing out reporting tools like dashboards
 
46 min
Core Designer
Dataiku DSS & SQL (Open)
Dataiku DSS & SQL (Open)
Learn more on the usage of Dataiku DSS with SQL databases
 
51 min
Core Designer
Integration With SQL Databases (Open)
Integration With SQL Databases (Open)
Learn more on how to connect Dataiku DSS to relational databases
 
20 min
Core Designer
Dataiku DSS - Project Walkthrough (Open)
Dataiku DSS - Project Walkthrough (Open)
Tour the AI lifecycle through a DSS project
 
64 min
Core Designer
Visual Recipes Overview (Open)
Visual Recipes Overview (Open)
Dive into the full set of visual recipes for transforming data
 
133 min
Core Designer
Dataiku DSS - The Value Proposition (Open)
Dataiku DSS - The Value Proposition (Open)
Understand the product vision and key pillars of Dataiku DSS
 
68 min
Core Designer
Basics 101
Basics 101
Begin your hands-on learning journey with Dataiku DSS
63 min
Basics 102
Basics 102
Continue exploring your data by creating statistical analyses, learning new aggregation techniques, and exploring the Flow
80 min
Dataiku DSS - The Value Proposition
Dataiku DSS - The Value Proposition
Understand the product vision and key pillars of Dataiku DSS
68 min
Core Designer
Basics 103
Basics 103
Complete your first Dataiku DSS project while experimenting in the Lab and testing out reporting tools like dashboards.
49 min
Core Designer
Visual Recipes Overview
Visual Recipes Overview
Dive into the full set of visual recipes for transforming data
133 min
RecipeVisual Recipes
Integration With SQL Databases
Integration With SQL Databases
Learn more on how to connect Dataiku DSS to relational databases
20 min
Dataiku DSS & SQL
Dataiku DSS & SQL
Learn more on the usage of Dataiku DSS with SQL databases
51 min
Custom Models in Visual ML (Open)
Custom Models in Visual ML (Open)
Add custom code models to your Visual ML modeling tasks
 
Python and Dataiku DSS (Open)
Python and Dataiku DSS (Open)
Learn how to integrate Python code into Dataiku DSS
 
R and Dataiku DSS (Open)
R and Dataiku DSS (Open)
Learn how to integrate R code into Dataiku DSS
 
Web Apps in Dataiku DSS (Open)
Web Apps in Dataiku DSS (Open)
Learn how to build Bokeh, Shiny, and HTML/JS web apps in Dataiku DSS
 
Work Environment (Open)
Work Environment (Open)
Set up your favorite IDE and code environment
 
Advanced Prepare Recipe Usage (Open)
Advanced Prepare Recipe Usage (Open)
Learn how to use some of the advanced features of the Prepare recipe
 
Events Aggregation Plugin (Open)
Events Aggregation Plugin (Open)
Learn how to use the Events Aggregation plugin to generate features for events data.
 
Partitions (Open)
Partitions (Open)
Learn how to use partitions in Dataiku DSS
 
Active Learning Plugin (Open)
Active Learning Plugin (Open)
A tutorial for using the Active Learning plugin
 
Introduction to Deep Learning with Code (Open)
Introduction to Deep Learning with Code (Open)
Build your first deep learning model with Keras in Dataiku DSS
 
Geospatial Analytics (Open)
Geospatial Analytics (Open)
Learn how to use the tools for geospatial analytics
 
Image Classification with Code (Open)
Image Classification with Code (Open)
Learn how to build image classification models with Keras in Dataiku DSS
 
Image Classification with Visual Tools (Open)
Image Classification with Visual Tools (Open)
Learn how to use the Dataiku DSS plugins for image classification
 
Natural Language Processing with Code (Open)
Natural Language Processing with Code (Open)
Build a convolutional network for sentiment analysis, using Keras code in Dataiku’s Visual Machine Learning tool.
 
Natural Language Processing with Visual Tools (Open)
Natural Language Processing with Visual Tools (Open)
Use Dataiku's plugin to compute binary sentiment scores for English text data.
 
Reinforcement Learning (Open)
Reinforcement Learning (Open)
Learn how to use Dataiku's plugin for reinforcement learning
 
Time Series with Code (Open)
Time Series with Code (Open)
In two tutorials, learn to use R code to build traditional models and Keras code to build deep learning models for time series data
 
Time Series with Visual Tools (Open)
Time Series with Visual Tools (Open)
Learn how to visualize and prepare time series data with Dataiku DSS's visual tools
 
Integration with Amazon Redshift (Open)
Integration with Amazon Redshift (Open)
Learn how to use Amazon Redshift with Dataiku DSS
 
Integration with MongoDB (Open)
Integration with MongoDB (Open)
Learn how to use MongoDB with Dataiku DSS
 
Using PySpark in DSS (Open)
Using PySpark in DSS (Open)
Learn how to use PySpark in notebooks and recipes in Dataiku DSS
 
Using SparkR in Dataiku DSS (Open)
Using SparkR in Dataiku DSS (Open)
Learn how to use SparkR in notebooks and recipes in Dataiku DSS
 
Plugin Development (Open)
Plugin Development (Open)
Learn how to create plugins in Dataiku DSS
 
Plugin Management (Open)
Plugin Management (Open)
Learn how to share plugins within your team or publicly through zip archives or git repositories
 
Data Governance with the GDPR Plugin (Open)
Data Governance with the GDPR Plugin (Open)
Learn how to use the GDPR plugin to comply with internal policies and external regulations around data privacy and protection
 
Collaboration (Open)
Collaboration (Open)
Learn how to collaborate in Dataiku DSS with wikis, discussions, and git for projects
 
Automation (Open)
Automation (Open)
Learn how to use metrics, checks, and scenarios to schedule jobs and monitor the status and quality of your dataset
 
Flow Deployment (Open)
Flow Deployment (Open)
Learn how to deploy a Flow to a production environment
 
Real-Time Deployment (Open)
Real-Time Deployment (Open)
Learn how to deploy predictive models for real-time scoring using the Dataiku API node.
 
Use Case: Predictive Maintenance (Open)
Use Case: Predictive Maintenance (Open)
A car rental company looks to predict when vehicles in the fleet will fail and do maintenance before they break down in the field
 
Use Case: Churn Prediction (Open)
Use Case: Churn Prediction (Open)
Learn how to use Dataiku DSS to create a churn prediction model, based on customer data
 
Use Case: Web Logs Analysis (Open)
Use Case: Web Logs Analysis (Open)
The marketing team wants to use the website logs to perform referrer analysis and visitor analysis.
 
Use Case: Network Optimization (Open)
Use Case: Network Optimization (Open)
A car rental company looks to expand their network to satisfy new demand from a partnership with an insurance company
 
Use Case: Bike Sharing Usage Patterns (Open)
Use Case: Bike Sharing Usage Patterns (Open)
A “smart city” initiative wants to understand bike sharing usage patterns across Washington, DC
 
Regression Models (Open)
Regression Models (Open)
Learn how to interpret regression model outputs
 
Cluster Models (Open)
Cluster Models (Open)
Learn how to identify clusters and name them
 
Using MLLib (Open)
Using MLLib (Open)
Learn how to train and use MLLib models in Dataiku DSS
 
Interactive Visual Statistics (Open)
Interactive Visual Statistics (Open)
Learn how to use Dataiku DSS's tools for visual statistics
 
Machine Learning Basics (Open)
Machine Learning Basics (Open)
This course is designed for anyone who wants to get started with visual machine learning in Dataiku DSS.
 
From Excel to Dataiku DSS
From Excel to Dataiku DSS
Learn how to perform typical tasks in a spreadsheet using Dataiku DSS
 
ML Basics (Dummy course)
ML Basics (Dummy course)
Replace this with the actual course when available
Scoring Basics (Dummy course)
Scoring Basics (Dummy course)
Intro to Machine Learning
Intro to Machine Learning
Intro to Statistical Analysis
Intro to Statistical Analysis
Interactive Visual Statistics
Interactive Visual Statistics
Image Classification: The Visual Way
Image Classification: The Visual Way
This course is for anyone who wants to learn how to use the Dataiku DSS plugins to classify images.
Time Series Basics
Time Series Basics
Time Series Preparation
Time Series Preparation
Time Series Modeling & Forecasting
Time Series Modeling & Forecasting
ML Practitioner Certificate
ML Practitioner Certificate
Take the assessment and obtain the ML Practitioner Certificate!
NLP - The Visual Way
NLP - The Visual Way
FAQ
FAQ
Frequently asked questions
 
Scoring Basics (Open)
Scoring Basics (Open)
After finishing Machine Learning Basics, learn how to deploy prediction models to score new data
 
63 min
machine learningscoring