Essential Skills for BI and Analytics Professionals Training in Singapore

  • Learn via: Classroom / Virtual Classroom / Online
  • Duration: 3 Days
  • Price: Please contact for booking options
We can host this training at your preferred location. Contact us!

Every organization, both private and public sector, is challenged today to turn data into information and information into impact. This is the age of analytics and data-driven business, but the path from data to value can be complex. The right competencies to acquire, integrate, analyze, and act upon data are essential survival skills.

Everyone who works in the field of BI and analytics, regardless of their role, needs to have a broad understanding of the many connected and interdependent parts of a complex information ecosystem. Business and technical success with BI and analytics requires continuity among all of the components from initial data acquisition to ultimate business impact and vertical cohesion of architectures, technologies, processes, and organizations. Teams are most successful in BI and analytics when they share common understanding and terminology, and when each team member has an understanding of and appreciation for the roles and contributions of all other team members. The Essential Skills for BI and Analytics Professionals Skills workshop is designed to do just that with three days of in-depth, interactive training.

There are no prerequisites for this course.

  • Everyone working in the field of BI and analytics who needs a strong foundation
  • BI and analytics teams that benefit by understanding the roles, responsibilities, and contributions of every team member

  • Dimensions, concepts, and practices of modern business intelligence
  • Data management and data integration techniques as the foundation of BI and analytics
  • Techniques to turn data into meaningful measures, metrics, and KPIs
  • Dashboard and scorecard design and development techniques
  • How analytics is applied for data-driven discovery, diagnosis, and prediction
  • How big data is changing the shape of the industry

1.1 BI and Analytics—Then and Now

  • Definitions
  • Evolution
  • Components
  • Perspectives
  • Program Orientation

1.2 Supporting the Organization

  • BI and Analytics Stages 
  • Descriptive BI and Analytics
  • Diagnostic BI and Analytics
  • Discovery BI and Analytics
  • Predictive BI and Analytics
  • Prescriptive BI and Analytics

1.3 Architecture and Methodology

  • Data Integration Architecture
  • Data Types
  • Ecosystem
  • Data Warehouse Implementation
  • Data Warehouse Operation
  • Evolution

1.4 Data Management

  • Data Governance
  • Data Quality
  • Data Profiling
  • Roadmap

1.5 BI Technology

  • The Technology Stack
  • Technology Architecture
  • Technology Management

2. Data Integration

2.1 Data Integration Concepts

  • The Need for Data Integration
  • The Challenges of Data Integration
  • Data Integration Architectures
  • Data Integration Projects

2.2 Requirements Analysis for Data Integration

  • Integration Requirements Concepts
  • Source Data Requirements
  • Data Unification Requirements
  • Data Aggregation and Summary Requirements
  • Data Quality Requirements
  • Data Capture Requirements
  • Audit, Balance, and Control Requirements
  • Metadata Capture Requirements
  • Service Level Requirements

2.3 Data Integration Functional Design

  • Functional Design Concepts
  • Source/Target Mapping
  • Data Capture Design and Specification
  • Data Transformation Design and Specification
  • Data Cleansing Design and Specification
  • Identity and Key Management
  • Design for Integrated Data Delivery
  • Data Integration Process Design

2.4 Data Integration Technical Design

  • Technical Design Concepts
  • Data Flow Design
  • Workflow Design
  • Service Level Design
  • Process Management Design

3. Performance Management

3.1 Performance Management Concepts

  • Defining Performance Management
  • Performance Management Processes
  • Performance Management Applications

3.2 Business-Aligned Performance Management

  • The Balanced Scorecard
  • Strategy Mapping
  • Performance Indicators

3.3 Scorecards and Dashboards

  • Performance Scorecards
  • Performance Dashboards

4. Analytics

4.1 Analytics Concepts

  • Analytics Defined
  • Data Analytics and Business Analytics
  • Why Analytics?
  • Analytics Processes
  • Analytics Foundations

4.2 Analytics Architecture

  • The Big Picture
  • Data Architecture
  • Process Architecture
  • Technology Architecture

4.3 Analytic Modeling

  • The Roles of Models
  • Kinds of Models
  • Problem Modeling
  • Solution Modeling

4.4 Applied Analytics

  • Five Kinds of Analytics
  • Analytics Use Cases

5. Performance Management

5.1 Big Data Concepts

  • What Is Big Data?
  • What Is Big Data Analytics?
  • Big Data Use Cases
  • Why Big Data Now?
  • Kinds of Big Data
  • Sources of Big Data
  • Working with Big Data

5.2 Big Data Processes

  • Business Case
  • Technical Case
  • Data Sourcing
  • Data Preparation and Storage
  • Big Data Analytics
  • Consumption and Application

5.3 Big Data Architecture

  • The Role of Architecture
  • Process Architecture
  • Analytics Architecture
  • Technology Architecture
  • Big Data ... Big Architecture

5.4 Big Data Technology

  • The Technology Landscape
  • Infrastructure
  • Analytics
  • Data Sources
  • The Core Technologies: MapReduce
  • The Core Technologies: Hadoop

Workshop

  • Working with Your People, Projects, Processes and Data
  • Choose from the following list of topics for a tailored workshop:(It is recommended that you select two topics for approximately 4.5 hours of
    workshop activity.)
  • Program Planning
  • BI and Analytics Maturity
  • Roadmapping
  • Data Integration
  • Balanced Scorecard, Strategy Map and KPIs
  • Scorecard/Dashboard Design
  • Analytic Modeling (Spreadsheet Engineering Approach)
  • Big Data Business/Technical Case and Big Data Maturity


Contact us for more detail about our trainings and for all other enquiries!

Upcoming Trainings

Join our public courses in our Singapore facilities. Private class trainings will be organized at the location of your preference, according to your schedule.

Classroom / Virtual Classroom
06 August 2024
Singapore, Woodlands, Marine Parade
3 Days
Classroom / Virtual Classroom
05 August 2024
Singapore, Woodlands, Marine Parade
3 Days
Classroom / Virtual Classroom
12 August 2024
Singapore, Woodlands, Marine Parade
3 Days
Classroom / Virtual Classroom
15 August 2024
Singapore, Woodlands, Marine Parade
3 Days
Classroom / Virtual Classroom
20 August 2024
Singapore, Woodlands, Marine Parade
3 Days
Classroom / Virtual Classroom
14 September 2024
Singapore, Woodlands, Marine Parade
3 Days
Classroom / Virtual Classroom
21 September 2024
Singapore, Woodlands, Marine Parade
3 Days
Classroom / Virtual Classroom
04 October 2024
Singapore, Woodlands, Marine Parade
3 Days
Essential Skills for BI and Analytics Professionals Training Course in Singapore

Singapore, which is known officially as the Republic of Singapore, is a sovereign island city-state in maritime Southeast Asia and it consists of Singapore island and 60 islets. The capital city of Singapore is Singapore and the population of the island city-state is approximately 5,709,000. The official languages of Singapore are English, Chinese (Mandarin), Malay and Tamil.

Singapore is a year-round destination, but the best time to visit Singapore is from December to June. Between February to April, Singapore has the least amount of rain and the most sunshine, since it's the dry season. Singapore offers more than just luxury hotels and high-end shopping malls; there are many family-friendly attractions and historic places. Marina Bay Sands, Gardens by the Bay, Botanic Gardens and Singapore Flyer are the most popular tourist attractions.

Take advantage of our diverse IT course offerings, spanning programming, software development, business skills, data science, cybersecurity, cloud computing and virtualization. Our knowledgeable instructors will provide you with practical training and industry insights, delivered directly to your chosen venue in Singapore.
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