Outline for Data Science and AI Deployment - IT Computer Science Assignment Help

Assignment Task :

In the final assessment for this course, you are asked to create a proposal in which you outline a data science deployment within your organisation.  

Your proposal will consider the technical issues with regards to the techniques you will implement  and the data you will use. In support of this proposal, you should also include consideration of the  actuarial professional, ethical, regulatory and governance considerations in your deployment. 

A high-level overview of the structure for the proposal is listed below. In this assignment, you will  be working on an data science & AI outline which will include each of the sections listed below: 

1. Summary 

2. Proposal of deployment – Executive summary (proposal outline) 

3. The ethical, professional, governance and regulatory considerations of the deployment 

4. Plan of action and success metrics 

1. Summary: the summary should provide an overview of your data science deployment and should  concisely encapsulate what you hope to achieve. In your summary, include the following: 

• A clear definition of the objective of the deployment 

• Organization information, including the relevant products or services it provides

• Your overall plan for the strategic implementation of the data science deployment(s)  within your organisation. 

• How will the organization will benefit from this deployment. 

• What the benefits to the organisations customers and key stakeholders will be. 

2. Proposal for deployment: produce a detailed explanation of your proposed initiative within your  chosen organisation. Consider the following points: 

• A description of the data science techniques that will be applied. • How any modelling would be validated. 

• A description of the data that will be used, with consideration of how it will be  collected, cleansed and validated.  

• The technical requirements necessary for implementation. 

3. Ethical, professional, governance and regulatory considerations of the deployment: You may  want to review Modules 5 and 6 to cover this aspect comprehensively. Consider the following  points: 

• The ethical and professionalism considerations that you considered at each stage of  your proposed deployment. 

• The governance and leadership requirements necessary to implement your proposal.

• Any regulatory considerations that you considered were relevant to your deployment.

• Identification and proposed mitigation of key risks from the above considerations 

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