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How-to Guides
Build from Scratch: Classification and Regression guide
Predictive Modeling: Train your own machine-learning model & make predictions
Build with a Machine Learning Template
Customer Churn Prediction
How-to Guides
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Recipe
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Training Models
Model Performance
Model Explainability
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Video guides
AI & Analytics Engine Concepts
Project
Data
Recipe
App
Machine Learning Problem Type
Feature Set
Train/Test Split (Classification & Regression)
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Model Insights
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Deployment
Administration & Billing
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AI & Analytics Engine Release Notes
2021
2022
2023
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The AI & Analytics Engine Knowledge Hub
How-to Guides
Build from Scratch: Classification and Regression guide
Predictive Modeling: Train your own machine-learning model & make predictions
Build with a Machine Learning Template
Customer Churn Prediction
How-to Guides
Get help and support
Project
Dataset
Data Analysis
Recipe
App
Feature Set
Training Models
Model Performance
Model Explainability
Batch Prediction
Deploying Models
Activity Log
Video guides
AI & Analytics Engine Concepts
Project
Data
Recipe
App
Machine Learning Problem Type
Feature Set
Train/Test Split (Classification & Regression)
Model
Model Performance (Classification & Regression)
Model Insights
Prediction
Deployment
Administration & Billing
User Accounts
Organizations
Plans & Billing
Community & Support
Contact the Team at PI.EXCHANGE
Join the PI.EXCHANGE Community
FAQ's
AI & Analytics Engine Release Notes
2021
2022
2023
API and SDK Documentation
How-to Guides
Get up and running with helpful tutorials, video guides, and articles from the data science team
Get help and support
How can I give feedback?
How do I report an issue?
Project
How to create a new project?
How to manage users' access to your project?
Dataset
How do I change the configurations in create new dataset?
How to change the schema in create new dataset?
How to download a dataset?
How to export clustering output results as a dataset?
Data Analysis
How to use the custom data analysis tool in the Engine?
How to analyze clustering output?
Recipe
How to filter preview in recipe-building session?
How do I view the schema summary of my dataset in the recipe-building session?
How to use the formula editor in an action?
How to use the advanced column input option when adding an action?
How to edit or remove queued actions?
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App
How to create an app to discover natural groups of similar items in your data using the Engine? (Clustering)
How to re-run clustering on the same data and criteria columns with different options and configurations?
How to configure the train-test split of a classification or regression app?
Feature Set
How to duplicate a feature set?
How do I edit a feature set?
How do I delete a feature set?
Training Models
How to use the model recommender?
How to change advanced configuration for model training?
Model Performance
How to evaluate a regression model's performance?
How to use the What-If analysis feature to make and compare individual predictions?
How to use the model leaderboard to compare and select models?
Model Explainability
How to view prediction explanation to examine the impact of different feature values on model predictions in the Engine?
How to find insights from successfully trained supervised machine learning models?
How to use feature importance to examine the impact of different features on model predictions in the Engine?
Batch Prediction
How do I generate and download a batch prediction file?
Deploying Models
How to call my deployment for predictions via API?
How to use API Key in prediction requests?
How do I deactivate deployments?
Activity Log
How to view the activity log?
Video guides
Start Here with a Video Demo of the Engine
Transform and Download your Dataset with the Engine
Using the Engine's Custom Formula Editor
Prepare Time-Series Data with the Engine
Identify Patterns in Grouped Data using the Engine's Aggregation Functions
Perform Unpivots with the Engine
Dealing with Complex and Nested Data with the Engine
Perform Join and Lookup Tasks with the Engine
Solving a clustering ML problem type
How to use the data analysis feature to understand your data
Viewing and evaluating your regression model's performance report
Using the Model Leaderboard
Solving a regression ML problem type
Solving a multi-class classification ML problem type
What-If Analysis tutorial
Using the Engine's Batch Prediction Feature
Continuous Learning within the Engine
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