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 Categories Mapping Compare Data Create a New Column Credit Bureau XML Parser Data Aggregate [Deprecated]Data Preparation Date Range Dimensionality Reduction Duplicates Treatment Encoding Exploratory Data AnalysisFeature Selection Filter Columns Filter Rows Information Value Iterative Calculations Join Data Math Formula Missing Values Treatment Normalize Columns Outliers TreatmentParse Datetime Parse ListPivot Spreadsheet Rename Columns Rolling Function Shift Data Sorting Split Data Transpose Timeline TransformTypization Union Data Variable Selection Flatten JSON

Machine Learning

Balanced Sampling Classes WeightingData Segmentation DBSCAN Clustering Explain Model Forecasting Timeline Isolation Forest Model K-Means Clustering LGBM Binary LGBM Multiclass Linear Regression Model Logistic RegressionPredict Predictive Model Prophet Random Forest Binary Random Forest Multiclass Random Forest Regressor Scorecard Time Series Forecasting Train Model Deprecated LGBM Regressor Load Linked ModelSave Linked ModelXGBoost Classification XGBoost Regression

Dashboards

Charts Predictive dashboard Forecasting Dashboard Pivot Table

Containers

For loop Pipeline

Export

Export CSV Deprecated Export to DB

Custom code

Custom Code

API

💻AutoModel APIs Pipeline API Usage API Input API Output API Keys Usage

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

Demand forecasting 💳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