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Our cutting-edge Data Preparer software revolutionizes the time-consuming task of manual data preparation, converting what typically takes a week’s worth of effort into just a matter of minutes by utilizing smart data management techniques. This novel method empowers users to articulate their specific needs, allowing the software to autonomously identify the most effective means to meet those requirements. With Data Preparer, there is no longer a need for tedious coding, as it adeptly handles all data preparation chores without requiring complex programming skills. Users need only to define their criteria by providing data sources, outlining a desired format, setting quality standards, and sharing sample data. The defined target structure and quality considerations offer vital clarity, ensuring that the requirements are accurately understood, while the sample data assists Data Preparer in the efficient cleanup and integration of datasets. After establishing the parameters, Data Preparer takes the reins, scrutinizing the relationships among different data sources and the specified target, thereby seamlessly populating the target with the relevant data. Additionally, it evaluates various techniques for merging the sources and modifies the data format as necessary, which streamlines the entire experience for users. This not only simplifies the process of data preparation but also significantly elevates the quality of the resulting analysis, ultimately allowing for quicker decision-making and improved business outcomes. Furthermore, with its user-friendly interface, Data Preparer is designed to cater to users of all skill levels, making data management accessible to a broader audience.
What is Amazon SageMaker Data Wrangler?
Amazon SageMaker Data Wrangler dramatically reduces the time necessary for data collection and preparation for machine learning, transforming a multi-week process into mere minutes. By employing SageMaker Data Wrangler, users can simplify the data preparation and feature engineering stages, efficiently managing every component of the workflow—ranging from selecting, cleaning, exploring, visualizing, to processing large datasets—all within a cohesive visual interface. With the ability to query desired data from a wide variety of sources using SQL, rapid data importation becomes possible. After this, the Data Quality and Insights report can be utilized to automatically evaluate the integrity of your data, identifying any anomalies like duplicate entries and potential target leakage problems. Additionally, SageMaker Data Wrangler provides over 300 pre-built data transformations, facilitating swift modifications without requiring any coding skills. Upon completion of data preparation, users can scale their workflows to manage entire datasets through SageMaker's data processing capabilities, which ultimately supports the training, tuning, and deployment of machine learning models. This all-encompassing tool not only boosts productivity but also enables users to concentrate on effectively constructing and enhancing their models. As a result, the overall machine learning workflow becomes smoother and more efficient, paving the way for better outcomes in data-driven projects.
Integrations Supported
Amazon Athena
Amazon EMR
Amazon Redshift
Amazon S3
Amazon SageMaker
Amazon SageMaker Feature Store
Amazon SageMaker Studio
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)
Apache Parquet
Integrations Supported
Amazon Athena
Amazon EMR
Amazon Redshift
Amazon S3
Amazon SageMaker
Amazon SageMaker Feature Store
Amazon SageMaker Studio
Amazon SageMaker Unified Studio
Amazon Web Services (AWS)
Apache Parquet
API Availability
Has API
API Availability
Has API
Pricing Information
$2500 per user per year
Free Trial Offered?
Free Version
Pricing Information
Pricing not provided.
Free Trial Offered?
Free Version
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Supported Platforms
SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Customer Service / Support
Standard Support
24 Hour Support
Web-Based Support
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Training Options
Documentation Hub
Webinars
Online Training
On-Site Training
Company Facts
Organization Name
The Data Value Factory
Date Founded
2018
Company Location
United Kingdom
Company Website
thedatavaluefactory.com
Company Facts
Organization Name
Amazon
Date Founded
1994
Company Location
United States
Company Website
aws.amazon.com/sagemaker/data-wrangler/
Categories and Features
Data Management
Customer Data
Data Analysis
Data Capture
Data Integration
Data Migration
Data Quality Control
Data Security
Information Governance
Master Data Management
Match & Merge
Data Preparation
Collaboration Tools
Data Access
Data Blending
Data Cleansing
Data Governance
Data Mashup
Data Modeling
Data Transformation
Machine Learning
Visual User Interface
Categories and Features
Data Preparation
Collaboration Tools
Data Access
Data Blending
Data Cleansing
Data Governance
Data Mashup
Data Modeling
Data Transformation
Machine Learning
Visual User Interface
Machine Learning
Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization