Advances in Business, Operations, and Product Analytics: by Matthew J. Drake

By Matthew J. Drake

If you are trying to grasp company analytics, case experiences provide worthy aid: they disclose you to the full decision-making approach, aiding you perform an energetic function in either appearing research and utilizing its output to suggest optimum judgements. Now, drawing on his broad instructing and consulting adventure, Prof. Matthew Drake has created the precise new casebook for all analytics scholars and practitioners.

 

Drake, writer of the widely-praised Applied enterprise Analytics Casebook, now offers a suite of up to date instances which are longer and extra specified than these mostly awarded in undergraduate texts, yet concise and centred adequate to study in one lecture room consultation. prepared via analytical approach, Advances in company, Operations, and Product Analytics covers:

  • Descriptive analytics: descriptive records, sampling/inferential statistics, statistical qc, and probability
  • Predictive analytics: forecasting, call for handling, facts and textual content mining
  • Prescriptive analytics: optimization-based modeling, simulation-based modeling, determination research, and multi-criteria determination making
  • Industry-specific analytics: HR and managerial analytics, monetary analytics, and healthcare/life sciences

In addition to practitioners, this casebook can be specially helpful to scholars and school in undergraduate and masters' classes that conceal issues in company analytics, and classes utilizing analytics to precise industries corresponding to healthcare, or particular company services equivalent to marketing.

Show description

Read or Download Advances in Business, Operations, and Product Analytics: Cutting Edge Cases from Finance to Manufacturing to Healthcare (FT Press Analytics) PDF

Similar data mining books

Recommender Systems for Location-based Social Networks (SpringerBriefs in Electrical and Computer Engineering)

On-line social networks gather info from clients' social contacts and their day-by-day interactions (co-tagging of images, co-rating of goods and so forth. ) to supply them with techniques of recent items or friends. Lately, technological progressions in cellular units (i. e. shrewdpermanent telephones) enabled the incorporation of geo-location information within the conventional web-based on-line social networks, bringing the recent period of Social and cellular net.

Fraud Analytics Using Descriptive, Predictive, and Social Network Techniques: A Guide to Data Science for Fraud Detection (Wiley and SAS Business Series)

Discover fraud past to mitigate loss and forestall cascading harm Fraud Analytics utilizing Descriptive, Predictive, and Social community Techniques is an authoritative guidebook for establishing a complete fraud detection analytics answer. Early detection is a key think about mitigating fraud harm, however it includes extra really good ideas than detecting fraud on the extra complex phases.

A User's Guide to Business Analytics

A User's advisor to company Analytics offers a complete dialogue of statistical equipment helpful to the enterprise analyst. tools are built from a pretty simple point to deal with readers who've restricted education within the conception of records. a considerable variety of case reviews and numerical illustrations utilizing the R-software package deal are supplied for the good thing about encouraged novices who are looking to get a head commence in analytics in addition to for specialists at the task who will gain through the use of this article as a reference e-book.

Time Series Analysis Methods and Applications for Flight Data

This booklet makes a speciality of diverse points of flight info research, together with the fundamental targets, tools, and implementation ideas. As mass flight information possesses the common features of time sequence, the time sequence research tools and their software for flight information were illustrated from numerous elements, similar to info filtering, info extension, characteristic optimization, similarity seek, development tracking, fault analysis, and parameter prediction, and so on.

Extra resources for Advances in Business, Operations, and Product Analytics: Cutting Edge Cases from Finance to Manufacturing to Healthcare (FT Press Analytics)

Example text

Download PDF sample

Rated 4.54 of 5 – based on 19 votes