Replies Required for below : Posting 1 : user security awareness is the most important element of an organization as we know a single email can result in a multi-million dollar loss through a breach in very short time. that is the primary reason many large organizations have a specific division who deal with the security whose prime task is it identify and prevent security breaches and most interestingly companies like Facebook have one million dollar price reward for ethically breaching their security which helps them identify more ways and prevent them before they occur. speaking of which user security deals with various levels of users as mentioned below. 1. New employees 2. Company executives 3. Traveling Employees 4. IT Employees  5. For all employees Security awareness should be covered focusing the four above mentioned categories using real-world examples like classroom training, and circulating latest updates in security patches and also articles or suggestions as well as visual examples about security awareness. Training employees by pasting most important security preventions every employee must consider in order to prevent security breach and pasting lastest updates about security measurements in common areas across office space and conduct brainstorm sessions with individual senior staff members to understand their needs and how to apply security awareness across teams. and second thing is to secure customers who are the core revenue generating people to an organization and its organization's duty to secure customers. The customer is the benefit of any organization. At the present time, where online security turns into an essential, the association must view client's profitable data that movements between the server and the site. By building security culture, the association can spur clients, contractual workers, representatives. A fulfilled client dependably functions as a mouth exposure and will fill in as an advantage of the organization. The association can guarantee their clients that the amount they think about their web assurance. The association ought to likewise distribute a note of wellbeing safety measure on the site for clients while collaborating with the web world. Posting 2: Security is a key human thought that has ended up being harder to portray and approve in the Information Age. In rough social requests, security was compelled to ensuring the prosperity of the get-together's people and guaranteeing physical resources. As society has grown more mind-boggling, the centrality of sharing and securing the fundamental resource of data has extended. Before the extension of present-day trades, data security was confined to controlling physical access to oral or created correspondences. The essentials of data security drove social requests to make innovative techniques for guaranteeing their data. Changes in security systems can be direct. Society needs to execute any new security innovation as a get-together, whic ...

1. Replies Required for below :
Posting 1 : user security awareness is the most important
element of an organization as we know a single email can result
in a multi-million dollar loss through a breach in very short
time. that is the primary reason many large organizations have a
specific division who deal with the security whose prime task is
it identify and prevent security breaches and most interestingly
companies like Facebook have one million dollar price reward
for ethically breaching their security which helps them identify
more ways and prevent them before they occur. speaking of
which user security deals with various levels of users as
mentioned below.
1. New employees
2. Company executives
3. Traveling Employees
4. IT Employees
5. For all employees
Security awareness should be covered focusing the four above
mentioned categories using real-world examples like classroom
training, and circulating latest updates in security patches and
also articles or suggestions as well as visual examples about
security awareness. Training employees by pasting most
important security preventions every employee must consider in
order to prevent security breach and pasting lastest updates
about security measurements in common areas across office
space and conduct brainstorm sessions with individual senior
staff members to understand their needs and how to apply
security awareness across teams.
and second thing is to secure customers who are the core
revenue generating people to an organization and its
organization's duty to secure customers. The customer is the
benefit of any organization. At the present time, where online

2. security turns into an essential, the association must view
client's profitable data that movements between the server and
the site. By building security culture, the association can spur
clients, contractual workers, representatives. A fulfilled client
dependably functions as a mouth exposure and will fill in as an
advantage of the organization. The association can guarantee
their clients that the amount they think about their web
assurance. The association ought to likewise distribute a note of
wellbeing safety measure on the site for clients while
collaborating with the web world.
Posting 2:
Security is a key human thought that has ended up being harder
to portray and approve in the Information Age. In rough social
requests, security was compelled to ensuring the prosperity of
the get-together's people and guaranteeing physical resources.
As society has grown more mind-boggling, the centrality of
sharing and securing the fundamental resource of data has
extended. Before the extension of present-day trades, data
security was confined to controlling physical access to oral or
created correspondences. The essentials of data security drove
social requests to make innovative techniques for guaranteeing
their data.
Changes in security systems can be direct. Society needs to
execute any new security innovation as a get-together, which
recommends comprehension and coordination and an extended
bureaucratic procurement process. Meanwhile, an aggressor can
essentially use the innovation.
Inside a colossal affiliation data innovation, generally,
insinuates PC and workstations, servers, switches, and switches
that shape a PC sort out, regardless of the way that data
innovation furthermore fuses fax machines, phone and voice
message systems, cell phones, and other electronic structures. A
creating reliance on PCs to work and pass on has made the
control of PC sorts out a basic snippet of data security.

3. Unapproved access to paper documents or phone discourses is
up 'til now a data security concern, yet the veritable test has
ended up being guaranteeing the security of PC frameworks,
especially when they are related with the Web. Most far-
reaching affiliations have their own particular neighborhood PC
framework or intranet, that associations their PCs together to
share resources and reinforce the correspondences of agents and
others with a true blue prerequisite overlook. These frameworks
are related with the Web and empower delegates to go "on the
web."
Any framework or innovation which stores or manages
classified and restrictive information require a solid security
system to shield the data from programmers. It is the
association’s obligation to prepare and secure its clients,
workers from phishing, figuring out, and ransomware or
infection assaults.
Associations should prepare the workers with conceivable
assaults and precautionary measures if any suspicious
movement is taken note. Most organizations direct quarterly
classes and furthermore obligatory courses to be finished each
quarter. Security related classes and tests would make
representatives careful about existing security assaults.
As said aversion is superior to anything cure, teaching the
representatives and client is the chief advance to keep away
from the assault. Giving live cases of assaults to the clients and
demos of prospect assaults would help clients to understand the
idea of security assaults which is careful.
Technology security awareness delivery methods:
The accomplishment on any program relies upon how the
strategy is actualized and conveyed. There are distinctive
methods for conveying the security attention to the clients.
1) Awareness of assaults conveyed by a teacher, it is a superior
alternative yet additionally a bit tedious and exorbitant.
2) Delivering the security assaults data through on the web.
3) Video based security mindfulness.
4) Presenting the distinctive sorts of assaults through recreation

4. systems.
5) The intriguing method for instructing the clients on security
assaults however amusements.
By leading studies and looking into the reasons for late assaults
to an innovation or association is a superior method for
knowing the issue before hand to find a way to avoid the
assault. Clients or worker's support in security chance
administration is likewise vital to guarantee the attention to
assaults o among the clients.
Posting 1 : Reply required for below
Business costs or risks of poof data quality:
Poor data quality may lead chiefs to not have the capacity to
settle on poor choices or not have the capacity to settle on
choices by any stretch of the imagination. Poor data may prompt
lost deals and different opportunities, misallocation of assets,
defective methodologies, and orders might not be right,
inventory levels perhaps incorrect, and clients may wind up
noticeably disappointed and headed out. The cost of poor
quality data spreads all through the organization influencing
frameworks from transportation and accepting to bookkeeping
and client administrations. Extra costs are acquired when
representatives must set aside opportunity to chase down and
correct data errors.
The improvement of information innovation amid the most
recent decades has empowered organizations to gather and store
enormous measures of data. Nonetheless, as the data volumes
increment, so does the multifaceted nature of overseeing them.
Since bigger and more unpredictable information assets are
being gathered and overseen in organizations today, this implies
the danger of poor data quality builds (Watts and
Shankaranarayanan, 2009). Another often specified data related
issue is that organizations often oversee data at a nearby level
(e.g. division or area).
Data mining:

5. Data mining, likewise called learning disclosure in databases, in
software engineering, the way toward finding intriguing and
valuable examples and connections in extensive volumes of
data. The field consolidates apparatuses from insights and
counterfeit consciousness, (for example, neural networks and
machine learning) with database administration to examine
substantial computerized accumulations, known as data sets.
Data mining is broadly utilized as a part of business (protection,
saving money, retail), science inquire about (space science,
prescription), and government security (location of hoodlums
and terrorists).
Text mining:
Text Analytics, otherwise called text mining, is the way toward
examining extensive accumulations of composed assets to create
new information, and to transform the unstructured text into
organized data for use in assist examination. Text mining
distinguishes actualities, connections and statements that would
somehow stay covered in the mass of textual huge data. These
realities are removed and transformed into organized data, for
investigation, perception (e.g. by means of html tables, mind
maps, graphs), mix with organized data in databases or
distribution centers, and further refinement utilizing machine
learning (ML) frameworks.
Posting 2 : Reply required for below
What Are The Business Costs Or Risks Of Poor Data Quality?
Financial effect – Poor data quality impacts organizations
negatively regarding finances by raising the cost of operations
which in turn reduces the revenue as well as the profit realized
by the company over a given period. Also, poor data quality
results in inappropriate decision making due to the fact that
most of the decisions made by the management are based on the
information that they have in hand. This subjects the business to
various challenges whose severity could even lead to the
collapse of the business. In addition, client’s satisfaction may

6. not be achieved, and the degree of loyalty would decrease when
poor quality data is in use. The supplier's trust would as well be
affected by the same. The productivity of the organization
would as well go down due to the decrease in job satisfaction.
Increased churn rate will be evident in the organization, and the
distortion of the campaign success will be inevitable not
forgetting the failure of marketing automation creativities
(Haug,2011).
What Is Data Mining?
It is the way toward delving into large informational collections
to distinguish information patterns and transform this crude data
into valuable data. This data can incorporate any information
that the association holds be it money related information,
client information, deals information and so forth. This
information is utilized to deliver diverse methodologies.
Organizations utilize various types of data mining systems. A
database is a table or storage room which holds information.
Extraction of this information is referred to as data mining
(Mining,2006).
What is text mining?
This is a field which deals with extraction of important
information natural language text. In other words, it can be
simply be referred to as the process of text assessing with the
aim of hauling out data which may be important for a specific
function (Berry,2004).