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Establish a CoE for IDSLX to centralize expertise, develop best practices, and drive consistency across the organization. This helps to ensure that IDSLX initiatives are aligned with business objectives and are executed effectively.

Utilize pre-trained models and transfer learning to accelerate the development of machine learning solutions. This approach can help adapt models to new industrial settings, reducing the need for extensive retraining. idsxls better

Encourage close collaboration between data scientists and domain experts to ensure that data science solutions are informed by industrial expertise. This helps to identify business problems, develop effective solutions, and ensure successful implementation. Establish a CoE for IDSLX to centralize expertise,