Western Illinois University
Welcome Students! Congratulations on embarking on your Dataiku learning journey.
Step 1. Watch a demo of Dataiku to begin your learning journey
Step 2. Complete the required courses below
Step 3. Access Dataiku Online (Dataiku in the cloud) by clicking here. Simply scroll down to "Academic License" and click "get started"
Week 9
Week 10
Week 11
Week 12
Week 13
Week 15
Basics 101
Begin your hands-on learning journey with Dataiku
36 min
Basics 102
Continue exploring your data by preparing the data, learning new aggregation techniques, enriching a dataset with another one, and exploring the Flow
40 min
Basics 103
Complete your first Dataiku project while creating statistical analyses and testing out reporting tools like dashboards
10 min
Intro to Machine Learning
Unravel the mystery of machine learning.
60 min
Machine Learning Basics
This course is designed for anyone who wants to get started with visual machine learning in Dataiku.
90 min
Regression Models
Learn how to interpret regression model outputs
Cluster Models
Learn how to identify clusters and name them
Scoring Basics
After finishing Machine Learning Basics, learn how to deploy prediction models to score new data.
60 min
Interactive Statistics
Learn how to use tools for visual statistics in Dataiku.
90 min
Partitioned Models
Learn how to train a machine learning model on partitions of your dataset.
30 min
Time Series Analysis & Forecasting
Learn the fundamentals of analyzing and forecasting time series data.
60 min
Use Case: Churn Prediction
Learn how to use Dataiku to create a churn prediction model, based on customer data
Use Case: Predictive Maintenance in the Manufacturing Industry
A car company looks to predict when vehicles in the fleet will fail and do maintenance before they break down in the field.
Use Case: Web Logs Analysis
The marketing team wants to use the website logs to perform referrer analysis and visitor analysis.
Core Designer Certificate
Validate your knowledge of topics like Dataiku datasets and visual recipes with the Core Designer Certification. Share your success on LinkedIn!
ML Practitioner Certificate
Validate your knowledge of topics like visual machine learning and interactive statistics with the ML Practitioner Certification. Share your success on LinkedIn!
120 min