Data Preparation Services

Let us take care of the labor-intensive process of cleaning, structuring, and enriching your data ready for machine learning and analytics.

Software Industry Affiliations

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Data Preparation Services Offered

Data Cleaning

Identifying and rectifying inaccuracies, inconsistencies, and missing values in datasets to ensure data quality.

Data Gathering

Our Data gathering services collect data from any type of source: full-stack integrations, custom APIs, flat files, platform connectors etc. that can be used for training AI models of your choice.

Data Integration

Combining data from various sources and formats into a unified, structured dataset for analysis.

Data Transformation

Converting data into a common format, aggregating or disaggregating information, and creating new features for modeling.

Data Filtering

Removing irrelevant or redundant data to reduce noise and improve model accuracy.

Data Imputation

Filling in missing data using statistical techniques to maintain data completeness.

Data Standardization

Ensure uniform data formats and units of measurement for consistency and compatibility.

Data Normalization

Scale and transform your data to fall within a specific range, making it suitable for machine learning algorithms.

Data Enrichment

Enhance your datasets with external data sources to provide additional context and insights.

Data Validation

Verify your data accuracy, consistency, and adherence to predefined rules and constraints.

Data Segmentation

Split your datasets into subsets based on criteria like time, geography, or other relevant factors for analysis.

Quality Assessment

Conduct comprehensive data quality assessments, identifying and quantifying issues in the dataset.

Data Digitization

Data Digitization services are a core enabler of digital transformation across several industries. We employ tools that speed up this process for you, while maintaining high-levels of accuracy and inter-operability.

Data Tagging

AI Models are only as good as the data they are trained on, and Data Tagging ensures the quality and productivity of your models.

Media Annotation

Our annotation services allow us to label and categorize videos and images at scale and set up systems for deep learning and more advanced automation.

Explore more AI & ML Development Services

Explore more AI & ML Development Services

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Universal Wellness Platform For A Range of Smart Devices

Universal Wellness Platform

Artificial Intelligence Enhanced Character and Word Recognition

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Quick reads

Authored articles from Pegasus One.

  • Navigating the Risks and Rewards of AI in Software Development

  • Accelerating Digital Health Innovation: Overcoming Challenges and Embracing Opportunities

  • Navigating the Landscape of Artificial Intelligence Implementation in Healthcare: Opportunities, Challenges, and Future Directions 

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By hiring Silicon Valley caliber engineers at a more affordable cost, you can access a wide range of skilled AI developers specializing in data preparation techniques. With expertise in over 100 skill sets, our developers are equipped to handle a variety of A.I. projects and deliver high-quality results.

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