This workshop will help the participants to learn tips and tricks of doing quick analysis and managing data quickly to present insightful reports to the client

At the end of the workshop, the participants will be able to increase productivity and enhance efficiency in their day-to-day work with practice files. Participants will be able to analyze their financial data in a meaningful way to draw further insights for decision making. The aim of the workshop is to allow the participants to be more self-confident with data mining and advanced analytical techniques for further analysis and interpretation for senior management and steer committees.

Objective

The participants of this workshop will learn working with large data sets and complex calculations whilst understanding data statistically. The trainer will focus on multiple available techniques in Artificial Intelligence to analyze data, Data forecasting, Descriptive analytics and Predictive Analytics to enhance the participants’ understanding of data from an analytical perspective and ability to make informed decisions.
Our expert trainer will work with the participants on huge data sets and practical examples to help them relate to real life analytical problems and optimum approach to the solutions.
Hands on exercises will be given to help the participants to master these functionalities and apply them in a meaningful way.

Outline

• Understanding AI-driven analytics to handle data statistically for further analysis for finance and accounting professionals

1. What is Data Analytics and its types
2. AI in Descriptive Vs Predictive Analytics>/li>
3. AI in Predictive Vs Prescriptive Analytics
4. AI driven Data Modelling
5. Application to financial analysis and interpretation- Applying AI-driven predictive & prescriptive analytics to financial cases
6. Discussing examples

• Provide insights into AI-powered Financial Modelling and Scenario Analysis

1. Mastering Descriptive Analytics and application of these concepts in real work-related financial projects
2. Predictive analytics for revenue forecasting
3. Correlation analysis Vs Causation
4. Using Statistical Analysis to generate insights
5. Multiple hands-on exercises and examples to help participants to apply these techniques in their respective work areas
6. Quiz and practical exercises

• Understanding the techniques of AI in Predictive Analytics to derive insights and enhance data driven decision making

1. Predictive analytics for revenue forecasting
2. Regression analysis techniques
3. Concept of Hypothesis Testing
4. AI for fraud detection in financial transactions
5. NLP-based sentiment analysis for market trends
6. Quiz and practical exercises using financial data sets

• Case Studies on financial data and presentation of financial insights through group discussion and hands on exercises

• AI-Driven Financial Process Automation

1. What is Management Dashboard and Principles of dashboard design
2. AI-powered invoice processing, reconciliation, and contract analysis
3. Linking humungous data with customized view and selections
4. AI for financial statement preparation and anomaly detection
5. Hands on exercises

• Provide insights into AI-powered financial forecasting and automation

1. Forecasting for trend analysis
2. AI for Financial Forecasting & Budgeting

• Industry Examples of AI in Data Analytics

Who should attend

This workshop is designed for finance and accounting professionals who work on strategizing and analyzing business problems. It is focused on learning about nuances of Artificial Intelligence in data analytics and describing raw data to derive further decision making in today’s world.

Divya Arora Hans's Profile

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)