Skip to main content

Big data: Information and Data Quality Basics (Part 1 of 3)

Jobs,CareerInformation and data quality is new service work for data intense companies. I have seen not only in Analytics projects, in Mainframe projects also, there is Data Quality team.

How incorrect data impact on us:

Information quality problems and their impact are all around us:
  • A customer does not receive an order because of incorrect shipping information; 
  • products are sold below cost because of wrong discount rates; a manufacturing line is stopped because parts were not ordered—the result of inaccurate inventory information; 
  • a well-known U.S. senator is stopped at an airport (twice) because his name is on a government "Do not fly" list; many communities cannot run an election with results that people trust; financial reform has created new legislation such as Sarbanes—Oxley. 
What is information
Information is not simply data, strings of numbers, lists of addresses, or test results stored in a computer.

Information is the product of business processes and is continuously used and reused by them. However, it takes human beings to bring information to its real-world context and give it meaning. Every day human beings use information to make decisions, complete transactions, and carry out all the other activities that make a business run. Applications come and applications go, but the information in those applications lives on.

That's where information quality comes into play. Effective business decisions and actions can only be made when based on high-quality information—the key here being effective. Yes, business decisions are based all the time on poor-quality data, but effective business decisions cannot be made with flawed, incomplete, or misleading data.

People need information they can trust to be correct and current if they are to do the work that furthers business goals and objectives.

Comments

Popular posts from this blog

10 Tricky Interview Questions On Storm

Storm is real time computation system. It is a flagship software from Apache foundation. Has the capability to process in stream data. Storm is capable to integrate traditional databases. The list given below are tricky and highly useful for your next interview.
Bench mark for Storm is a million tuples processed per second per node. Tricky Interview Questions1) Real uses of Storm?

A) You can use in realtime analytics, online machine learning, continuous computation, distributed RPC, ETL

2) What are different availble layers on Storm?
FluxSQLStreams APITrident3)  Real use of SQL API on top of Storm?
A) You can run SQL queries on stream data
4) Most popular integrations to Storm? HDFSCassandraJDBCHIVEHBase 5) What are different possible Containers integration with Storm? YARNDOCKERMESOS6) What is Local Mode?

A) Running topologies in Local server we can say as Local Mode.

7) Where all the Events Stored in Storm?
A) Event Logger mechanism saves all events

8) What are Serializable data types in …

Blue Prism complete tutorials download now

Blueprsim is an automation tool useful to execute repetitive tasks without human effort. To learn this tool you need right material. Provided below quick reference materials to understand detailed elements, architecture and creating new bots. Useful if you are a new learner and trying to enter into automation career.
The number one and most popular tool in automation is Blue prism. In this post I have given references for popular materials and resources, so that you can use for your interviews.
Why You Need to Learn RPA blue prsim tutorial popular resources I have given in this post. You can download quickly. Learning Blue Prism is really good option if you are learner of Robotic process automation.
RPA Advantages The RPA is also called "Robotic Process Automation"- Real advantages are you can automate any business process and you can complete the customer requests in less time.

The Books Available on Blue Prism 
Blue Prism resourcesDavid chappal PDF bookBlue Prism BlogsVideo…

Blockchain Smart contract behind mechanism you need to learn quickly

Smart contract in Blockchain is a kind of software application that works without human intervention based on the transaction logs and provide solution to user request. I want to share the back end mechanism in Smart Contract of Blockchain. Smart Contract Mechanism What is Smart ContractA smart contract is a protocol which can auto execute, facilitate, verify or enforce the negotiation of a contract.Agreement between two parties you can say as a contract.Incorporating the rules of physical contract into computing world, you can say as smart contractBlockchain supports you to create smart contracts.Smart Contracts are self-executing programs which run on the blockchain and are capable of enforcing rulesUsing Blockchain as platform and making an agreement or contract between more than two parties, you can say as Smart Contract.Traditional Markets  4 Top Benefits of Smart ContractCurrently smart contracts are being used only in Crypto CurrenciesNow Smart Contracts being used in all financ…