xREL.v3

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PROUDLY PRESENTING:

Data.Mining.and.the.Analytics.Workflow

INFORMATION:

Date............: 2019-10-30
Rars............: 20 Rar Files
Course Length...: 2 hrs 55 mins
Website.........: https://www.pluralsight.com/courses/data-mining-analytics-workflow

Release Notes...:

Data Mining is an umbrella term used for techniques that find
patterns in large datasets. Simply put, data mining is the
application of machine learning techniques on big data. The
popularity of the term Data Mining peaked some years ago, but
in substance, data mining is perhaps more relevant today than
it has ever been.   In this course, Data Mining and the
Analytics Workflow you will gain the ability to formulate
your use-case as a Data Mining problem, and then apply a
classic process, the CRISP-DM methodology, to solve it.
First, you will learn how association rules learning works,
and why it is considered a classic data mining application,
predating the explosion in the popularity of ML. You will see
the similarities and contrasts between association rules
learning and recommender systems.   Next, you will discover
how big data and machine learning both squarely lie within
the ambit of data mining, even as more traditional data
mining links to statistics and information retrieval continue
to exist.   Finally, you will round out your knowledge by
learning about an industry-standard process for building data
mining applications, know as the CRISP-DM. This technique is
about two decades old but has retained its relevance, and
closely mirrors the classic machine learning workflow in wide
use today.   When you re finished with this course, you will
have the skills and knowledge to design and implement the
right data mining solution, one that applies machine learning
on big data, for your use-case.

Install Notes...:
Unrar, Learn and Enjoy!

GREETINGS:

- KNOWN - HONOR - SKIDROW - DARKSiDERS - DAUDiO - JAVSiDERS - dbOOk - z0ne -