Ashford University Application of Data Science Techniques Case Study

Data science in next steps and potential solutions – 25. MARKS (approx. 800 words)

This section should contain your ideas on how a potential data science initiative that your company proposes can be used by Itineract Travel Co – in association with your company – to assist it with overcoming the searchability problem via relevant personalized recommendations. You must include justifications of your arguments and describe it in a way that is written for your colleagues, as in the rest of the report, but also clear enough to be used by the CCO in a proposal. Therefore this section should describe a raft of data science concepts, tools, techniques, and practices that are current today and/or that might become affordable or widely used in the future. The scale and types of or sources of data should be discussed. Explain how scaling up the amount, or increasing the range of sources, or types of data collected in the future might lead to data science initiatives that use tools and techniques found in more complex scenarios, for example, machine learning, or big data. Do not write about topics in general terms, but ensure you tie them to the problem at hand. Provide appropriate references as evidence to the ideas you present. Be clear about technical benefits, challenges, and potential cost benefits.

DATA SCEINCE,

800 WORDS

CASE STUDY ATTACHED.

bASICALLY:

RAFT OF DATA SCEIENCE CONCEPTS, TOOLS, TECHNIQUES AND PRACTICES, THEIR ADVANTAGES AND DISADV AND HOW THEY FUNCTION AND SOMETHING ABOUT THE COSTS?