Wiki: datrics.ai platform

Welcome to datrics.ai wiki! We're here to give your more information on the platform functionality. Can't find what you're looking for? Send our support team a note at datrics@datrics.ai!

How to use datrics.ai

🚗Getting Started ⏳Features planned and in progress

Bricks

Data Processing

Add New Column [Deprecated]Aggregate Data Anomaly Detection Apply Function Binning Bivariate Correlation Charts Categories Mapping Classes WeightingCompare Data Create a New Column Credit Bureau XML Parser Data Aggregate [Deprecated]Data Preparation Date Range DBSCAN Clustering Duplicates Treatment Encoding Exploratory Data AnalysisFeature Selection Filter Columns Filter Rows Information Value Join Data Load Linked ModelLogistic RegressionMath Formula Missing Values Treatment Normalize Columns Outliers TreatmentParse Datetime Parse ListPivot Spreadsheet Rename Columns Rolling Function Save Linked ModelShift Data Sorting Split Data Transpose Timeline TransformTypization Union Data Variable Selection Flatten JSON Dimensionality Reduction Balanced Sampling

Machine Learning

Data Segmentation Explain Model Forecasting Timeline Isolation Forest Model K-Means Clustering LGBM Binary LGBM Multiclass Linear Regression Model Predict Predictive Model Prophet Random Forest Binary Random Forest Multiclass Random Forest Regressor Scorecard Time Series Forecasting Train Model Deprecated LGBM Regressor

Dashboards

Predictive dashboard Forecasting Dashboard Pivot Table

Containers

For loop Pipeline

Export

Export CSV Deprecated Export to DB

Custom code

Custom Code

Demand forecasting 💻AutoModel APIs API Keys Usage

API

Pipeline API Usage API Input API Output

Datasets

🛳️Titanic 🛒Rossmann Store Sales 🏡House Prices 💻Online Retail

🗃️Clustering Benchmark Datasets 🌐Country Development Data 🚁Turbines

Use cases and templates

🛥️Binary classification : Titanic 🏘️Generic regression - House Price Prediction 💵Excel Store Sales Data 🛍️Inventory Management

💳Credit Scoring 📈Credit-Risk Corezoid Integration 📖Custom Code Usage - Text Classification

Use cases and templates - new

🛥️Binary classification: Titanic (new)💳Credit Scoring New 🛍️Inventory Management 🏪Store Sales Prediction 💵Excel Store Sales Data

Pipeline

👉🏼Data import and connectors 👈🏼Data export and connectors 🥒Models Save/Download 👇🏼Preview and download data

📄Template data samples 🏃🏼Pipeline run and partial run

Datrics Model Deserialization from JSON