Whether you call it data munging, data cleansing, or data wrangling, everyone agrees that data preparation activities account for 80% of analysts’ time, leaving only 20% for analysis. Shifting this work to more specialized talent represents a major source of data analysis productivity improvements. This program “walks” through the major preparation categories including collection, evaluation, evolution, access design, and storage requirements. Understanding each in context also provides opportunities to develop complementary Data Governance/ethics frameworks. A generalized approach is presented.
Learning objectives:
- Appreciate the savings that can accrue from transforming data preparation from one-off to an improvable process
- Recognize what data preparation knowledge/skills your organization has and/or needs
- Better know the transformations that data can survive as it is prepared to be analyzed
3. Foglight
SharePlex
Kace
Toad
QoreStor
NetVault
erwin
Binary Tree
Change Auditor
Migration Manager
Metalogix
Quadrotech
SCALE & STREAMLINE
IT OPERATIONS
Migrate faster, strengthen
cyber security resilience
and stay in control to keep your
business running
Identity Manager
Safeguard
Active Roles
Quest: Helping Customers Achieve True IT Resilience NOW
IDENTITY
DATA EMPOWERMENT
& GOVERNANCE
Empower your business with the
visibility and context to better
manage and develop data pipelines
that deliver faster insights, while
safeguarding the data
and infrastructure
Information
& System
Management
One
Identity
Microsoft
Platform
Management
HARDENED CYBER
SECURITY
Using an identity-focused,
cloud-first, customer-centric approach
from the Cloud to the edge
making Zero Trust a reality now
4. Monitoring
Sensitive Data
Identification
SQL Tuning &
Optimization
Development
Administration
Backup
DevOps
Upgrades
Migration
Load Balancing
Diagnostics
Data Modeling
Systems Monitoring &
Diagnostics
Inventory &
Asset Management
Policy &
Access Management
Secondary Storage &
Cost Optimization
Backup & Recovery
Software Compliance
Helpdesk
Cloud Cost Optimization
erwin Data
Modeler
erwin Data
Catalog
erwin
Evolve
erwin Data
Literacy
erwin Data
Intelligence
Active Metadata
Management
Business Process
Modeling
Data
Stewardship
Regulatory
Compliance
Data Catalog
Data Lineage
Enterprise
Architecture
Data Architecture
Data Profiling
Impact Analysis
RapidRecovery®
Data
Protection
Data
Operations
Data
Governance Application
Modernization
Cloud Migration
Empower NoSQL
Sensitive Data Protection
Model-Driven
DevOps
SLA Performance
Cyber
Resilience
The Quest Data Empowerment Platform
5. Where Next Meets Now.
®
A Few Resources!
• www.Quest.com/Solutions/Data-
empowerment
• eBook: The Four Roadblocks to Data
Preparation
• Toad Data Point Case Study:
Philadelphia Youth Network
• eBook: Enabling Agile Database
Development with Toad
• Tech Brief: Keep Using Toad for Oracle
with Databases in the Cloud
• Tech Brief: Accelerate and Secure your
SQL Server DevOps CI/CD Pipelines