Machine learning is expected to have a critical impact on the accounting discipline. Current and future accountants must keep abreast themselves of this technology. Accountants must harness the potential of machine learning to leverage accounting data and solve accounting problems. This course, Applied Machine Learning for Accountants, starts with machine learning concepts and introduces machine learning algorithms (models) and their applications in accounting domains. The course covers common machine learning algorithms such as regression, classification, clustering, and text analysis. Participants will have hands-on experience using Microsoft Azure Machine Learning Studio to apply proper machine learning models in the accounting domain.

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This workshop is facilitated by the Institute of Singapore Chartered Accountants (ISCA). Participants attended in this workshop from the following companies in Singapore:

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• Accuron Technologies Limited

• Elush Retail Group (IStudio / Epicentre)

• Engie Services Singapore Pte. Ltd.

• Mirae Asset Securities

• Poh Tiong Choon Logistics Limited

• Rae Energy Asia Pacific Pte Ltd

• K K Women's And Children's Hospital Pte Ltd

• NEC Asia Pacific Pte Ltd Marina Bay Sands Pte Ltd

• Amanresorts International Pte Ltd

• LGT Bank (Singapore) Ltd.

• Miquel Corporate Services PL

• Busy Bees Singapore Pte. Ltd.

• Pag Asset Management Canon Singapore Pte Ltd

• Jones Lasalle Property Consultants Pte Ltd