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Data Driven Decision Making

This workshop is designed for finance and accounting professionals, who are aware about the excel interface and its regular features. This workshop is focused on learning about nuances of data analytics in today’s world.

Objective

The participants of this workshop will learn about working on large data sets and complex calculation through understanding data statistically, creating dashboards, dynamic formulas, advanced pivot tables techniques, and many more to create meaningful and insightful information using excel. This workshop will also help the participants to learn concepts of Business Intelligence and its tools in today’s market.
The participants of this workshop will also learn about BIG DATA and managing humungous data sets and complexities with respect to various forms of data – Structured, Unstructured or Semi-structured.

Outline

• Understanding Data Analytics

1. Data Analytics and Performance management for Middle and Senior Leaders
2. A general introduction of the concept of analytics,
3. Learning Statistical terms and its implication is today’s world
4. Implementation of statistical concepts in Data
5. Mastering Descriptive Analytics and related statistical concepts
6. Mastering Diagnostic Analytics and related statistical concepts
7. Application to Business management
8. Hands on exercises
9. Quiz sessions on application of all above techniques

• Application of Data Analytics at Work

1. Learning concepts and practical application of Correlation techniques
2. Learning concepts and practical application of Regression techniques

• Concept of Advanced Analytics and Machine learning

1. Application of Linear and Logistic regression with related exercises
2. Learning about advanced Predicative Analytics
3. Application and implementation of Predictive Analytics in Business
4. Concepts of Hypothesis testing
5. Understanding Level of Confidence and identifying Test Statistics
6. Predictive vs Prescriptive Analytics
7. Mastering Prescriptive analytics techniques
8. Application to Business Management
9. Hands on exercises and examples
10. Learning the concepts of Machine learning

Quiz sessions on application of all above techniques

• Translating Data into Insights

1. Data Visualization and Storytelling
2. Principles of Storytelling with data
3. Data Visualization tools & techniques
4. Demo of Visualization platforms

• Learn about Data Visualization and its impact

1. Understanding the current Data Visualization tools and its respective features
2. An insight to available Data visualization tools currently available in the market
3. Analyzing business challenges/concerns to ensure best fit for strategic implementation to your business

• Business Intelligence concepts and its applicability

1. Introduction to data warehousing
2. Data repository vs data segmentation
3. Concept of ETL

• Creating data models, hierarchies and relationships

1. Architecture of Business Intelligence Tools
2. Deriving connections between multiple sources
3. Working on different types of Joins and its applicability as per different business problems
4. Creating complex relationships
5. Hands on session

• Be proficient leaders and Generate Insights on your fingertips

1. Explore - how data visualization can enhance your analytical efforts and helps in:
2. Improving communication,
3. Promoting comprehension and
4. Simplifying Information

Quiz sessions on application of all above techniques

• Introduction to Big Data and Artificial Intelligence
• Understanding Big Data

1. In-depth understanding of Big Data concepts
2. Use and applicability of Big Data in current world
3. Examples of Big Data
4. Application to Business Management

• Learning about various Big Data tools and their features

• Singapore’s experience in utilizing Big Data – How Singapore pioneers in application of Big Data and analytics
• Use of practical examples to showcase Singapore’s expertise and relevance to real world

Who should attend

The training is ideal for all professionals who deal with large volume of data and have access to large data set in their respective organizations and need tools and technologies to further enhance their efficiency and productivity in managing data and drawing insights from data

Methodology

Our expert trainer will work with all the participants on huge data sets and practical examples to help them relate to real life analytical problems and optimum approach to its solutions. Hands on exercises will be given helping all the participants to master these functionalities and apply them in a meaningful way
Our expert trainer will work with the participants to help them understand how the data can be streamlined and used in a meaningful manner to derive further insights and decision making for the growth of both Small and Medium Enterprises (SMEs) and Large Enterprises.

Profile of Divya Arora Hans

Expert Speaker, Business Consultant with almost 20yrs experience in field of Artificial Intelligence, Data Science, Gen AI, Machine Learning, Digitalization, Data & Predictive Analytics, Creating Interactive Dashboards, Data Storytelling, Data Visualizations, Creating automated reports for real time reporting, Data & Visual Analytics using Excel and business intelligence tools like Power BI and Tableau.

In addition Divya also specializes in Academic and Corporate and Government Trainings and consulting engagements, Insights generation, decision making, driving efficiency in processes, Process Automations and creating roadmap for use of Artificial Intelligence and automation for organizations to enhance data driven decision making.

She has excellence in her oration and has been responsible for conducting CEO round tables and training Faculty members, Students and staff of prestigious Academic institutions and Leadership teams across public sector , corporates,
Government and SME’s both in Singapore and Globally

Key Experience
• National University of Singapore (NUS)
• Nanyang Technological University (NTU) – Training Adult Learners
• Singapore Management University (SMU)
• Singapore University of Social Sciences (SUSS)
• Ministry of Foreign Affairs Singapore– Trained across 25 countries
• Ministry of Defence (MINDEF)
• Institute of Singapore Charted Accountants (ISCA)
• 1FSS
• Agency for Integrated Care- Ministry of Health
• UWCSEA – United world college South east Asia
• Murdoch University – Australian university
• Association of Chartered Certified Accountants (ACCA)

Sector Experience
• Academia
• Universities
• Education Sector
• Finance and Accounting
• Government Sector – Multiple Ministries across Singapore
• Public sector
• FMCG
• Healthcare

Key Trainings conducted across above sectors
• Artificial Intelligence & Generative AI
• Data Visuaization
• Power BI and Tableau Trainings
• Data Analytics & Machine Learning
• Data Visualization and Big Data
• Creating Data Dashboards & Excel Expertise

Professional and Technical qualifications
• Masters in Business Economics
• Masters in Business Administration
• a certified Green Belt Six sigma professional.
• Economics (Hons)