69.3k views
0 votes
Task:

Your organisation is planning to use machine learning to solve industrial problems. You are tasked with evaluating the existing platforms that can be used by your organisation in order to develop, test, and deploy machine learning applications. Prepare a presentation of 5-10 slides where you compare the existing options. In particular, concentrate on the ease of use, performance, cost of ownership, and data privacy. Context should be provided in the presentation (what is the current situation in the organisation and why machine learning will be used). The context could be an imaginary one

Context

Realistic and reasonable applications in an industrial setting.

Comparison

It is expected to compare several options (cloud-based or software installed on
own’s servers). The main criteria to compare are ease of development process, cost of ownership, performance, and data privacy

Recommendations
It is expected to provide a convincing recommendation of a solution that is suitable to
the organisation’s context

User Almar
by
7.7k points

1 Answer

4 votes

Final answer:

To evaluate machine learning platforms for an organisation, create a presentation that sets the context by describing the current industrial challenges, then compares several machine learning solutions in terms of development ease, cost, performance, and data privacy. Conclude with a strong recommendation for the best fitting platform based on the analysis.

Step-by-step explanation:

When tasked with evaluating existing platforms for developing, testing, and deploying machine learning applications, the presentation should outline several key areas. These include the ease of use, performance, cost of ownership, and data privacy of each platform. Comparing several options, both cloud-based and on-premises, will provide a clear picture of what each solution offers.

To begin, the presentation should set the context by describing the current situation in the organisation and the industrial problems that the application of machine learning aims to solve. After laying the groundwork, the presentation should compare several platforms, highlighting ease of development process, total cost of ownership, performance efficiency, and adherence to data privacy standards.

Finally, the presentation should culminate with a compelling recommendation for a machine learning solution that aligns with the organisation's needs and objectives. This recommendation should be backed up by data and analysis gathered during the comparison of the various platforms.

Throughout the presentation, engaging visuals and clear topic sentences should be used to direct the flow of information, ensuring the audience is fully engaged and can easily follow the argument being made towards the optimal machine learning solution for the organisation.

User Syed Hamza Hassan
by
7.9k points