Dataprobe
Dataprobe Logo![](images/dataprobe-logo.png)
Data Analysis
& Modelling
& Modelling
DataProbe is a standalone data exploration and AutoML application meant for business users
to discover hidden insights by visualizing data patterns, preparing statistical reports, and
implementing ML models on the data.
DataProbe’s analytics capabilities enable to clean, preprocess, explore, and analyze the structured data. To empower business users and non- machine learning experts, ‘AutoML- Automated Machine Learning’ algorithm which automates the process of training a large group of machine learning models with just mere clicks.
DataProbe helps user to fulfill their analytics requirements by applying off the shelf data analytics and machine learning algorithms on the structured data.
DataProbe’s analytics capabilities enable to clean, preprocess, explore, and analyze the structured data. To empower business users and non- machine learning experts, ‘AutoML- Automated Machine Learning’ algorithm which automates the process of training a large group of machine learning models with just mere clicks.
DataProbe helps user to fulfill their analytics requirements by applying off the shelf data analytics and machine learning algorithms on the structured data.
What can Dataprobe do?
![](images/datapreparation.png)
Data preparation
- Detect the schema and accordingly create the data structure to load and visualize the data
- Profile the data for further advance analytics
- Recommend Enrichment (Remove missing values, Replace outliers etc.)
![](images/features.png)
Features
- Find data insights using simple GUI
- Data patterns identification trough multiple analytical visualization
- Auto Model available for citizen Data scientist for applying predictive analytics
![](images/shareandoptimize.png)
Share & Optimize findings
- Data Insights Deep dive data analysis can be done using easy to use GUI
- Data Visualization Variety of analytics based visualizations are available for immediately identifying patterns
- End user friendly Business user and Non coder friendly
Features of dataprobe
![](images/dataprobe-1.png)
Data Ingestion
- Detect schema
- Supports various data formats
- Recommend enrichment
- Support large datasets upto 5 GB or beyond Query
![](images/dataprobe-2.png)
Exploratory Data Analysis
- Generate Data Summary
- Identify patterns in the data
- Univariate and Multivariate Analysis
![](images/dataprobe-3.png)
Data preprocessing
- Data Insights
- Data Visualization
- Data Normalization
- Outlier Detection
- Missing value imputation
![](images/dataprobe-4.png)
Query Analysis
- Database Management
- Data Query Formulation
- Model fitting formulae interface
- Data Comparison
![](images/dataprobe-5.png)
Model building
- Regression
- Time Series Sampling
- Classification
- AutoML pipeline
- Save entire modelling workflow
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