EIEIOTECHNOVATION
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EIEIO / DATA SCIENCE

Data Management

Course outline

2 days

Duration

2 days

Overview

Chapter Name

Topic

Sub-Topic

Introduction to Data Management

Introduction

Data: An Enterprise Asset

Data, Information, Knowledge

The Data Lifecycle

The Data Management Function

A Shared Responsibility

A Broad Scope

An Emerging Profession

Mission and Goals

Guiding Principles

Functions and Activities

Data Management Activities

Activity Groups

Context Diagram Overview

Suppliers

Inputs

Participants

Tools

Primary Deliverables

Consumers

Metrics

Roles

Types of Organizations

Types of Individual Roles

Technology

Software Product Classes

Specialized Hardware

Backup and Storage Plan

Introduction

Disaster Recovery Concept

Recovery Time Objective (RTO)

Recovery Point Objective (RPO)

Disaster Recovery Procedures

Data Inventory (aka Data Warehouse)

Introduction

Data Architecture and Activities Overview

System Development Lifecycle (SDLC)

Styles of Data Modeling

Data Modeling, Analysis, and Solution Design

Detailed Data Design

Data Model and Design Quality Management

Data Implementation

Summary

Q&A

How to Create Data That You (and Others) Can Understand

Module 3

Data Warehousing and Business Intelligence Management

Introduction

Data Warehousing (A brief retrospective and historical tour)

DW / BI Architecture and Components

Types of Data Warehousing

Dimensional Data Modeling Concepts and Terminology

DW-BIM Activities

Understand Business Intelligence Information Needs

Define and Maintain the DW-BI Architecture

Implement Data Warehouses and Data Marts

Implement Business Intelligence Tools and User Interfaces

Meta -Data Management

Introduction

Meta Data Definition

Meta Data Strategy

Meta Data Management Activities

Summary

Q&A

How to Navigate Rights and Ownership of Data

Introduction

Concepts and Activities

Understand Data Security Needs and Regulatory Requirements

Define Data Security Standards, Policy, Controls and Procedures

Manage Users, Passwords, and Group Membership

Classify Information Confidentially

Summary

Guiding Principles

Process Summary

Organizational and Cultural Issues

Q&A

How to Share Your Data and Ethically Reuse Data Created by Others

Module 5

Develop a Sharing Plan

Introduction

Why develop a data plan?

How to plan

The content of sharing plan

Ethics and Consent

Summary

Q&A

How to Digitally Preserve Your Data for The Future

Introduction

Short-term storage and data management

Deposit and long term preservation

Resourcing

Summary

Q&A

Complete Your DMP

Introduction

Data Management Planning

Roles and Responsibilities

Costing Data Management

Data Lifecycle

Implementation Plan

Data Reporting Conventions

Data Validation

DBMS

Data Collection Procedures

Summary

Q&A

Programme scope, delivery arrangements and suitability are confirmed during enquiry.