New user? Register as member

Big data and Machine learning

This workshop is designed for all professionals who are focused on managing the data in today’s corporate landscape.

Objective

The participants of this workshop will learn about managing humungous data sets and complexities with respect to various forms of data and how to manage it. Multiple examples of how Big Data is being used in real-world will be given during the session. Participants will be able to understand the application of Big Data tools and concepts across various industries so that they can consider the examples provided in class and the solution approaches for implemention at their workplace.

Outline

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

Variants of Big Data

1. Learning about types of Big Data
2. Characteristics of Big Data
3. Downsides of Big Data
4. Concept of IoT

Learning about various Big Data tools and their features

1. Details of Big Data Tools and its applications in real business scenarios
2. Learning Big Data Tools Architecture and Ecosystem
3. Learning about most commonly used Big Data Tools

Singapore’s experience in utilizing Big Data – How Singapore pioneers in the application of Big Data and analytics

1. Use of practical examples to showcase Singapore’s expertise and relevance to real world
2. Using Big Data and Analytics to solve Business Problems

Concepts of machine learning

1. Types of machine learning
2. Application in real world
3. Various techniques used in machine learning
4. Hands on training practice sessions
5. Quiz and practical application of techniques

Who should attend

The training is ideal 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 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)