Currently, the business development in manufacturing sector is progressing rapidly. Manufacturing companies are required to always create improvements and innovations so that they can stay competitive against their competitors. In addition, top management in each manufacturing company are also expected to create effective and efficient business strategies with the aim to enabling the company can grow. Decision making and determining corporate policy must have a positive impact on the company's condition. Therefore, the role of data science is needed to provide accurate information relate the condition of the company, market and customers. Data science can provide an accurate overview about company, market and customers so that top management can make policies that aim for the company to achieve targets and develop its business.
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