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Community
Documentation
- Reference Documentation
  
  Comprehensive specifications of Dataiku →
Knowledge
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  Articles and tutorials on Dataiku features →
Developer
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  Tutorials and articles for developers and coder users →

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Dataiku Knowledge Base

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User Guide

Getting Started
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- Quick Starts
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  - Quick Start | Dataiku for data preparation
  - Quick Start | Dataiku for machine learning
  - Quick Start | Dataiku for Generative AI
  - Quick Start | Dataiku for agents
  - Quick Start | Dataiku for MLOps
  - Quick Start | Dataiku for AI collaboration
  - Quick Start | Excel to Dataiku
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    - Concept | From Excel to Dataiku
  - Quick Start | Alteryx to Dataiku
  - Quick Start | Dataiku for manufacturing data preparation and visualization
- Dataiku User Interface
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Data Sourcing
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- Data Connections
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- Dataiku Datasets
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- Managed Folders
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  - Concept | Managed folders
  - Tutorial | Managed folders
Data Preparation
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Data Visualization
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- Charts
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- Dashboards
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- Webapps
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  - Concept | Webapps
- Static Insights
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  - Concept | Static insights
  - Tutorial | Static insights
Collaboration
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- Collaboration Overview
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  - Concept | Collaboration
- Wikis & Flow Documentation
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- Tags & Object Descriptions
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  - Concept | Tags
- Sharing Projects & Dataiku Assets
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- Discussions
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  - Concept | Discussions
  - How-to | Start discussions in a Dataiku object
- Workspaces
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- Project Version Control
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- Stories
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Data Quality & Automation
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Machine Learning & Analytics
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- Interactive Statistics
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- Machine Learning Concepts
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- Feature Engineering
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- AutoML Model Design
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- AutoML Model Results
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- Model Scoring
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- Custom Models in Visual ML
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- Time Series
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- Generalized Linear Model (GLM)
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  - Concept | Generalized Linear Model (GLM)
  - Tutorial | Generalized Linear Models
- Causal Prediction
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  - Concept | Causal prediction
  - Tutorial | Causal prediction
- Text Processing
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- Images
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- Geospatial Analytics
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- Graph Analytics
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  - Concept | Introduction to graph analytics
  - Tutorial | Building and exploring a graph for patient data analysis
- Partitioned Models
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- Deep Learning
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  - Tutorial | Deep learning within visual ML
  - Tutorial | Deep learning for time series
- Active Learning
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- Responsible AI
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Generative AI and Large Language Models (LLMs)
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- LLM Administration
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  - Concept | LLM connections
  - Concept | Guardrails against risks from Generative AI and LLMs
- Text Processing with Visual GenAI Recipes
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- Retrieval Augmented Generation (RAG)
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- Agents
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- GenAIOps
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  - Tutorial | LLM evaluation
  - Tutorial | Agent evaluation
Code
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- Python
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- SQL
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- Shared Code
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  - Concept | Shared code
  - How-to | Import a notebook from GitHub
- Dataiku APIs
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  - Concept | Dataiku APIs
MLOps & Operationalization
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- Project Standards
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  - Tutorial | Implement pre-deployment checks with Project Standards
- MLOps Architecture
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- Project Deployment
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- API Deployment
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- Model Monitoring
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- Production Monitoring
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  - Concept | Unified Monitoring
  - Concept | Process governance for MLOps
- External Models
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  - Tutorial | Surface external models within Dataiku
- CI/CD Pipelines
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- Feature Store
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AI Governance
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- Governance usage
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- Governance architecture
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Plugins
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- Plugin Development
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  - Concept | Plugin development

Dataiku Cloud

Space Management
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- Free Trials of Dataiku Cloud
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- Users & Access Management on Dataiku Cloud
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- Support on Dataiku Cloud
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- Production Nodes on Dataiku Cloud
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Data Transfer and Security on Dataiku Cloud
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Compute and Resource Quotas on Dataiku Cloud
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Additional Offerings

Dataiku Solutions
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- Retail & CPG
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- Financial Services & Insurance
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- Health & Life Sciences
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- Manufacturing & Energy
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- Finance Teams
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  - Solution | Financial Forecasting
  - Solution | Reconciliation
- Operations
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  - Solution | Process Mining
- Governance
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- Real Estate
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  - Solution | Real Estate Pricing
Use Cases
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- Data Preparation Use Cases
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  - Tutorial | Airport traffic by US and international carriers
  - Tutorial | Network optimization
- Classification Use Cases
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- Clustering Use Cases
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  - Tutorial | Web logs analysis
- Plugin Use Cases
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  - Tutorial | Data governance with the GDPR plugin
  - Tutorial | A/B testing for event promotion (AB test calculator plugin)

Admin Guide

Deploying Dataiku
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- Dataiku Architecture
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  - Reference | Fleet Manager
  - Reference | The Dataiku elastic AI stack
- Deploying Dataiku Instances to Cloud Stacks
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  - Tutorial | Deploy a Dataiku instance to Cloud Stacks on AWS
  - Tutorial | Deploy a Dataiku instance to Cloud Stacks on Azure
- Instance Templates
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- Virtual Networks
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- Instance Management from Fleet Manager
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Configuring Dataiku
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Operating Dataiku
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Collaboration

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Tags & Object Descriptions#

Find resources for the best utilization of tags and object descriptions for greater collaboration in Dataiku.

Concepts#

Concept | Tags

Tip | Link Dataiku objects in a wiki article

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