100% satisfaction guarantee Immediately available after payment Both online and in PDF No strings attached
logo-home
Unit 10 BIG DATA ANALYTICS ALL CRITERIA MET DISTINCTION GRADE £9.49   Add to cart

Essay

Unit 10 BIG DATA ANALYTICS ALL CRITERIA MET DISTINCTION GRADE

1 review
 124 views  7 purchases

This essay covers Unit 10: Big Data Analytics. This work covers all of the criteria required ti achieve distinction as well as the correct structure layout needed to reach those high grades.

Preview 3 out of 17  pages

  • September 22, 2022
  • 17
  • 2022/2023
  • Essay
  • Unknown
  • A+
book image

Book Title:

Author(s):

  • Edition:
  • ISBN:
  • Edition:
All documents for this subject (1)

1  review

review-writer-avatar

By: marianbajan74 • 1 year ago

avatar-seller
TheGrylls1310
UNIT 10
Big Data Analytics

,Contents
INTRODUCTION.....................................................................................................................................2
1. The reasons why organisations analyse data, including strategic planning, improving productivity
and product and/or service benchmarking............................................................................................2
2. General challenges of analysing data including costs, skills required and security issues.................4
3. The ethical and legislate factors that govern the gathering, access and storage of data...................5
4. Types of data and sources available including qualitative, quantitative, internal and external data. 7
5. Storing data including structured and unstructured data, system-based factors and security..........9
6. Data warehouses and Data marts......................................................................................................9
Data Lake.......................................................................................................................................9
Data Warehouses.........................................................................................................................10
Data Marts...................................................................................................................................10
7. Analysing big data and the challenges involved including the skills and technology needed..........10
8. The different types of business analytics (descriptive, diagnostic, predictive, prescriptive)............11
9. The benefits and challenges to organisations that may arise from the collection, storage and
analysis of organisational data, with particular reference to big data.................................................12
M1. Compare how an organisation can use analytics to improve performance, benchmark and/or
innovate...............................................................................................................................................12
D1. Evaluation......................................................................................................................................13
References...........................................................................................................................................15




1

, INTRODUCTION
In this report,
I will be discussing the role of big data and business analytics too improve performance, for
benchmarking and/or to trigger innovation in organisations.
Big Data are very large data sets that are difficult to process or analyse using typical
software tools such as databases in a reasonable amount of time. Big Data is gotten from
various sources such as traffic flow sensors, satellite imagery, banking transactions, website
activity logs, and financial market data. Big Data is known to have various qualities such as
its variety, volume or velocity. The rapid development of new technologies like the IOT
(internet of things) and (AI) artificial intelligence are used to aid the big data development.
Some popularly known companies that use Big Data are Netflix, Amazon, and Airbnb .




1. The reasons why organisations analyse data, including strategic planning,
improving productivity and product and/or service benchmarking
When big data is effectively utilized, organisations are able to improve campaign
performance, streamline operations, and increase consumer loyalty. Some of the reasons
why businesses analyse big data and how it affects marketing:
1. Customer Acquisition and Retention: To sell their products, the organisation must
take a distinctive strategy. Companies can determine precisely their
clients/customers need by utilising big data. Consumer trends are monitored using
big data methods. The organisation then collects additional data to reveal latest
trends and plans to keep customers satisfied and take advantage of those strategies
to inspire brand loyalty.
2. Focused Marketing Campaigns: Big data may be used by organisations to give
customised products to their target customers. Big Data enables businesses to
perform in-depth research of customer behaviour which includes online
transactions. These analysis helps businesses to successfully develop a more focused
and targeted campaigns, surpassing their client expectations.




2

The benefits of buying summaries with Stuvia:

Guaranteed quality through customer reviews

Guaranteed quality through customer reviews

Stuvia customers have reviewed more than 700,000 summaries. This how you know that you are buying the best documents.

Quick and easy check-out

Quick and easy check-out

You can quickly pay through credit card for the summaries. There is no membership needed.

Focus on what matters

Focus on what matters

Your fellow students write the study notes themselves, which is why the documents are always reliable and up-to-date. This ensures you quickly get to the core!

Frequently asked questions

What do I get when I buy this document?

You get a PDF, available immediately after your purchase. The purchased document is accessible anytime, anywhere and indefinitely through your profile.

Satisfaction guarantee: how does it work?

Our satisfaction guarantee ensures that you always find a study document that suits you well. You fill out a form, and our customer service team takes care of the rest.

Who am I buying these notes from?

Stuvia is a marketplace, so you are not buying this document from us, but from seller TheGrylls1310. Stuvia facilitates payment to the seller.

Will I be stuck with a subscription?

No, you only buy these notes for £9.49. You're not tied to anything after your purchase.

Can Stuvia be trusted?

4.6 stars on Google & Trustpilot (+1000 reviews)

84866 documents were sold in the last 30 days

Founded in 2010, the go-to place to buy revision notes and other study material for 14 years now

Start selling
£9.49  7x  sold
  • (1)
  Add to cart