
Effective Management of Data via Machine Learning
As the Internet-based media platforms and services are growing, businesses today are collecting large amounts of data than ever before. According to the surveys, it is reported that over 500 terabytes of data is collected every day. This information helps organizations to better understand their existing and prospective customers. Although the information provides great opportunity to comprehend customer preferences and improve the overall customer experience, the majority of the organizations are struggling to manage the sheer volume and complexity of the data, as a result, most of the data remain unused. To overcome these challenges and make effective use of all the data, many organizations today are implementing machine learning and AI technologies.
These technologies have the ability to identify and learn from data patterns and apply statistical analysis to predict the outcomes and make recommendations. Machine learning can simplify the data analysis and provide organizations with a better understanding of their data while allowing them to use it more efficiently and effectively. By providing the holistic view or granular view of their entire data lake, machine learning helps users to draw correlations and find related data sets to further reap meaningful insights.
By leveraging machine learning, enterprises can enhance the level of automated data tagging—allowing them to classify specific data sets with better results, and then share those data items with specific users. This also assists enterprises in staying compliant with regulations such as GDPR.
In addition, machine learning adds value by providing the ability to automatically identify and categorize personally identifiable information (PII). This is done by leveraging metadata and ensuring it remains compliant by incorporating data analytics, and anonymizing the data when necessary. The machine learning tools also have the potential to detect anomalies and proactively thwart the cyber threats.
Featured Vendors
Advanced Material Solutions (AMS): 'Next Level' Flaw Detection with SmartTestâ„¢ Advanced Resonance Inspection
Technology Coast Partners: Helping Latin American Manufacturers in their Digital Transformation Journey
Panasonic Factory Solutions Company of America: Computer-integrated Software to Streamline Manufacturing Processes
NDS Global: Delivers Integrated Enterprise and Digital Solutions for Next Generation Manufacturing C
Reveal: Increasing Investor Confidence and Customer Market Share with People, Processes, and Technol
Panasonic Factory Solutions Company of America Seamlessly Integrating Manufacturing Systems with Pan
Epalign: Committed To Building The Highest Levels Of Performance In Manufacturing Operations Todd An
EDITOR'S PICK
Essential Technology Elements Necessary To Enable...
By Leni Kaufman, VP & CIO, Newport News Shipbuilding
Comparative Data Among Physician Peers
By George Evans, CIO, Singing River Health System
Monitoring Technologies Without Human Intervention
By John Kamin, EVP and CIO, Old National Bancorp
Unlocking the Value of Connected Cars
By Elliot Garbus, VP-IoT Solutions Group & GM-Automotive...
Digital Innovation Giving Rise to New Capabilities
By Gregory Morrison, SVP & CIO, Cox Enterprises
Staying Connected to Organizational Priorities is Vital...
By Alberto Ruocco, CIO, American Electric Power
Comprehensible Distribution of Training and Information...
By Sam Lamonica, CIO & VP Information Systems, Rosendin...
The Current Focus is On Comprehensive Solutions
By Sergey Cherkasov, CIO, PhosAgro
Big Data Analytics and Its Impact on the Supply Chain
By Pascal Becotte, MD-Global Supply Chain Practice for the...
Technology's Impact on Field Services
By Stephen Caulfield, Executive Director, Global Field...
Carmax, the Automobile Business with IT at the Core
By Shamim Mohammad, SVP & CIO, CarMax
The CIO's role in rethinking the scope of EPM for...
By Ronald Seymore, Managing Director, Enterprise Performance...
Driving Insurance Agent Productivity with Mobile and Big...
By Brad Bodell, SVP and CIO, CNO Financial Group, Inc.
Transformative Impact On The IT Landscape
By Jim Whitehurst, CEO, Red Hat
Get Ready for an IT Renaissance: Brought to You by Big...
By Clark Golestani, EVP and CIO, Merck
Four Initiatives Driving ECM Innovation
By Scott Craig, Vice President of Product Marketing, Lexmark...
Technology to Leverage and Enable
By Dave Kipe, SVP, Global Operations, Scholastic Inc.
By Meerah Rajavel, CIO, Forcepoint
AI is the New UI-AI + UX + DesignOps
By Amit Bahree, Executive, Global Technology and Innovation,...
Evolving Role of the CIO - Enabling Business Execution...
By Greg Tacchetti, CIO, State Auto Insurance
Read Also
Major Trends Shaping Fintech Revolution
BANKEX: Secured Blockchain-based Tokenization
Importance of Artificial Intelligence Drones
