No Code Tabular Data Prediction

GogoML is a specialized online platform that simplifies predictive analytics, enabling users to create AI-powered predictive applications in few minutes without any coding. Utilizing AutoML technologies, it transforms historical data into predictive insights, ideal for non-technical users. No Code Tabular Data Prediction is for predicting outcomes using structured data in tables. 

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Boss is happy with tabular data prediction

Prediction Capabilities:

  1. Regression: This involves predicting a continuous value. For example, forecasting sales based on historical data.
  2. Binary Classification: Predicting one of two outcomes. An example is determining whether an email is spam or not.
  3. Multiple Classification: This approach categorizes data into various distinct groups. An example is customer segmentation, where customers are classified into different segments based on criteria like purchasing behavior, demographic information, and engagement levels.

GogoML intelligently identifies the problem type based on the user’s chosen prediction target. It then automatically employs the corresponding approach to help users train predictive models and build applications suited for their specific problem type. This intuitive feature streamlines the process for non-technical users, making data-driven decision-making more accessible.

Transform your tabular data into actionable insights in just 2 steps.
Easily create a tabular data prediction model in two simple steps: upload your dataset and then select your prediction target and features.

2-steps tabular prediction generation workflow

Smart Prediction Application Made Simple
Content: Harness AI-driven predictions on any device—no extra software, just select, predict, and analyze instantly.

Tabular onine prediction

AI Data Quality Review
GogoML Dataset Details: In-depth statistics and AI-powered data quality analysis for robust, ready-to-train machine learning datasets.

Model Details, Feature Importance & Leaderboard
GogoML Analysis: Key performance metrics, feature impact ranking, and competitive leaderboard positioning for strategic model optimization.

tabular-model-details

Key features

  • Easy Data Upload: Drag-and-drop CSV files for quick model training preparation with GogoML.
  • Effective Data Management: Oversee datasets, models, and tasks effortlessly within dedicated lists.
  • Intelligent Problem Identification: GogoML discerns task types like regression or classification automatically.
  • Detailed Dataset Insights: Extensive data overview, including statistics and AI-driven quality checks.
  • Advanced Model Information: View training details, selected features, and algorithm performance.
  • Comprehensive Performance Metrics: Access vital stats like RMSE, MAE, and accuracy for models.
  • AI-Powered Data Quality Review: Identifies and suggests fixes for data issues pre-training.
  • User-Friendly Prediction Interface: Interactive web form for easy, code-free real-time predictions.
  • Bulk Prediction Functionality: Process large data sets efficiently with bulk prediction capability.
  • Supported Historical Data Format:  Microsoft Excel or CSV