Petabytes Are the New Terabytes

Overview

Join us as we explore the groundbreaking capabilities of machine learning and artificial intelligence in revolutionizing data storage solutions. In a world where petabytes are rapidly replacing terabytes, learn how these technologies can significantly optimize your storage requirements and reduce costs as part of your digital transformation journey.

This insightful session is brought to you by leading experts in the field and is available on YouTube.

Syllabus

• Introduction to Data Storage
Overview of Data Storage Evolution
From Terabytes to Petabytes: Understanding Scale
• Fundamentals of Machine Learning in Data Management
Key Machine Learning Algorithms for Data Optimization
Role of AI in Data Storage
• Cost Implications of Data Storage
Analyzing Storage Costs
Impact of Big Data on Budgeting
• AI-Driven Data Compression Techniques
Lossless vs. Lossy Compression
AI Applications in Compression
• Deduplication and Data Reduction Strategies
Identifying and Removing Redundant Data
Machine Learning for Data Deduplication
• Predictive Analytics for Storage Optimization
Using AI to Forecast Storage Requirements
Adaptive Storage Strategies Based on Predictive Insights
• Data Lake and Data Warehouse Optimization
Differences Between Data Lakes and Warehouses
AI Approaches to Efficient Data Lake Management
• Cloud Storage and AI Integration
Benefits of AI in Cloud Storage Solutions
Case Studies: AI-Enhanced Cloud Storage Providers
• Security and Compliance in AI-Driven Data Storage
Ensuring Data Integrity with AI
Compliance and Regulations in Intelligent Storage
• Case Studies and Real-World Applications
Successful Implementations of AI in Large-Scale Storage Systems
Lessons Learned from Industry Leaders
• Future Trends and Innovations
Emerging Technologies in Data Storage
The Future Role of AI in Data Management
• Course Wrap-Up
Review of Key Concepts
Final Thoughts on Digital Transformation and AI in Storage

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Subjects

Conference Talks