As buzzwords go, Big Data has proven to have a lot of staying power. Despite its arguably vague definition* and the numerous privacy and accountability concerns, Big Data investment and vendor revenue not only remain strong, but continue to grow.
Big Data has had more than its share of controversy.
Aside from general
privacy concerns, there have been incidents like the the Edward Snowden
leaks, Target's data breach of millions of customers' credit card information, the credit bureau Experian accidentally selling
U.S. bulk consumer credit data to a Vietnamese identity thief through a
third party. Indeed, as of the summer of 2013, the FTC had brought over 40 lawsuits
against companies for failing to provide adequate security for consumer
data--and those are only the cases that the government knows about.
Keep in mind that due to legal liabilities, companies have every reason to hide breaches from consumers if they think that they can get away with it.Then there are the arguments that the use of Big Data undermines democracy, unfairly manipulates consumers, enforces discrimination, etc. |
(*For
purposes of this article "Big Data" refers to massive volumes of data
useful for a variety of analysis. It is chiefly used here in regards to
data about individuals, such as social media data and personal records.)
Image and data courtesy of Wikibon
|
"You want some, uh, Facebook Chat records with that, or maybe some psychological profiles?"
|
There are also quite a number number of potential benefits that could possibly be gained from analysis of Big Data, from improving epidemic readiness, to more effective education, to preventing bullying.
Even if one considers the use of Big Data to be a net gain, though, the current market for selling and exchanging data has some room for improvement in terms of security, accountability, and trust, as even many of the data brokers themselves would agree. |
It seems unlikely that any strong U.S. regulations will hinder private data collection, at least in the near future.
Firstly, there is substantial money to be made from Big Data, and with money comes lobbyists to influence legislation.
Even more fundamentally though, there's the fact that politicians themselves collect and use this data extensively to tailor advertising for their political campaigns.
Data Exchanges But, there may be a way that better aligns the interests of consumers, Big Data collectors, and Big Data users: transparent, privately-owned, but publicly-regulated markets for the data. Imagine something like an Amazon, Alibaba, or New York Mercantile Exchange, focused on the purchase and licensing of Big Data. Suppliers could increase their markets, buyers could increase their options, and all transactions would be public record. Much like how the SEC regulates financial markets, a government agency (possibly the FTC) would monitor all transactions and perform due diligence on participants to prevent fraud and ensure that standards are met. |
The future of Big Data commerce?
|
Everyone would gain from this system.
Because the transaction records would be publicly available, consumer and civil liberty watchdog groups could better keep track of how data is being used, guarding against questionable practices. The openness would also create clear lines of accountability for the use and safekeeping of data, so that all parties would be fully aware of where any potential liability rests, aiding any future investigations. Standardized security and background screenings on all participants in transactions would increase data security, compared to the current patchwork of oversight.
Sellers of Big Data would gain expanded markets for their data, especially the sellers of data with more niche demand. Speaking of niches, they would also have a better view of the market overall, allowing current vendors and potential entrepreneurs to better identify gaps that they might fill.
It could also reduce their costs. Standardized background checks on purchasers carried out by the exchanges and government agencies would eliminate redundant security screenings between companies and reduce the risk of their liability for leaks. Additionally, standardized systems which automate the purchasing process of data would reduce their need for sales staff.
Purchasers and users of Big Data would similarly gain an expanded visibility of their options, which would likely drive costs down overall and help them to find data that most perfectly suits their needs. Once their backgrounds have been screened to make transactions overall they wouldn't need to go through screenings with every different transactions, reducing delays.
Transparent transactions and open markets increase overall market efficiency, improving profitability for all involved. However, not only would we collectively benefit from more effective economic transactions, but we would to reap more of the rewards that Big Data research has to offer, such as more efficient public institutions and businesses.
Because the transaction records would be publicly available, consumer and civil liberty watchdog groups could better keep track of how data is being used, guarding against questionable practices. The openness would also create clear lines of accountability for the use and safekeeping of data, so that all parties would be fully aware of where any potential liability rests, aiding any future investigations. Standardized security and background screenings on all participants in transactions would increase data security, compared to the current patchwork of oversight.
Sellers of Big Data would gain expanded markets for their data, especially the sellers of data with more niche demand. Speaking of niches, they would also have a better view of the market overall, allowing current vendors and potential entrepreneurs to better identify gaps that they might fill.
It could also reduce their costs. Standardized background checks on purchasers carried out by the exchanges and government agencies would eliminate redundant security screenings between companies and reduce the risk of their liability for leaks. Additionally, standardized systems which automate the purchasing process of data would reduce their need for sales staff.
Purchasers and users of Big Data would similarly gain an expanded visibility of their options, which would likely drive costs down overall and help them to find data that most perfectly suits their needs. Once their backgrounds have been screened to make transactions overall they wouldn't need to go through screenings with every different transactions, reducing delays.
Transparent transactions and open markets increase overall market efficiency, improving profitability for all involved. However, not only would we collectively benefit from more effective economic transactions, but we would to reap more of the rewards that Big Data research has to offer, such as more efficient public institutions and businesses.
Issues to Consider
There are a few potential objections to be considered and pitfalls to be avoided.
Some consumer advocates might be concerned that the data exchanges would further incentivize data collection through intrusive methods. However, much of the data is already being collected. The exchanges would simply make these transactions more transparent so that they would be better open to thorough, systematic scrutiny by both the public and the government. Essentially this allows the public to better watch the watchers and prevent particularly egregious abuse.
There are a few reasons that the Big Data watchers might be hesitant to let the public watch their transactions, and thus might be hesitant to utilize the exchanges.
Firstly, the they might fear a customer backlash if consumers knew how their information was being collected and used. This concern has some basis. According to a 2012 poll, 85% of American Internet users would be angry “If I found out that Facebook was sending me ads for political candidates based on my profile information that I had set to private" (which, in fact, Facebook does.) Another poll, by Ernst and Young in 2013 found that 70% of online consumers are "never happy" for companies to share their personal data and 63% say that being asked to share personal data would stop them signing up to a new service or product.
However, practices such as these are already going on extensively and there is nothing in particular to stop consumers from informing themselves about it. So, a consumer is either they're already informed/semi-informed, in which case they do or don't care, or they are uninformed and likely to remain so, regardless of any new developments on the subject.
By definition, the chronically uninformed are extremely unlikely to change their behavior regardless of what information is available on how their data is being used, including any information about the data exchanges. The question then becomes how the informed and semi-informed would change their behavior.
There are a few potential objections to be considered and pitfalls to be avoided.
Some consumer advocates might be concerned that the data exchanges would further incentivize data collection through intrusive methods. However, much of the data is already being collected. The exchanges would simply make these transactions more transparent so that they would be better open to thorough, systematic scrutiny by both the public and the government. Essentially this allows the public to better watch the watchers and prevent particularly egregious abuse.
There are a few reasons that the Big Data watchers might be hesitant to let the public watch their transactions, and thus might be hesitant to utilize the exchanges.
Firstly, the they might fear a customer backlash if consumers knew how their information was being collected and used. This concern has some basis. According to a 2012 poll, 85% of American Internet users would be angry “If I found out that Facebook was sending me ads for political candidates based on my profile information that I had set to private" (which, in fact, Facebook does.) Another poll, by Ernst and Young in 2013 found that 70% of online consumers are "never happy" for companies to share their personal data and 63% say that being asked to share personal data would stop them signing up to a new service or product.
However, practices such as these are already going on extensively and there is nothing in particular to stop consumers from informing themselves about it. So, a consumer is either they're already informed/semi-informed, in which case they do or don't care, or they are uninformed and likely to remain so, regardless of any new developments on the subject.
By definition, the chronically uninformed are extremely unlikely to change their behavior regardless of what information is available on how their data is being used, including any information about the data exchanges. The question then becomes how the informed and semi-informed would change their behavior.
Image and data courtesy of Pew Research Center.
|
Historically, American views of data collection have proven interestingly fluid. According to a Pew poll,
when George W. Bush was in office 3/4 of Republicans were in favor of
NSA surveillance and 3/5ths of Democrats opposed it. On the other hand,
when Barack Obama was in office in 2013, just a narrow majority of
Republicans supported NSA surveillance, while almost 2/3rds of Democrats
supported it.
Thus, not only can attitudes on data collection shift, but (according to an admittedly uncertain reading) it would seem that the shift corresponds strongly with how the individuals view the people associated with the data collection. |
Furthermore, openly revealing just how common data commerce is will normalize it to the population at large. So, by appearing less secretive, data collectors and vendors will reduce their apparent need to be secretive.
Another reason that organizations might hesitate to make their transactions public would be that they are revealing critical information to competitors about their strategic intent. This concern could be particularly acute with political campaigns. The issue could be avoided, however, through some misdirection or obscuration on the part of the transacting organizations. Organizations could make red herring purchases, or buy in bulk to hide what they are actually interested in. Considering who would be writing the legislation, political campaigns might be given special consideration, such as allowing individual campaigns to sub-license data from political parties or PACs without revealing precisely which data they are actually using.
There is also the risk that the big players in Big Data commerce (Google, Facebook, Acxiom, etc.) might not like the opening of these new markets, fearing that it could open the door to competing vendors. Thus, they might be tempted to boycott the exchanges to prevent them from picking up steam.
On the other hand, the major vendors have a great deal to gain from the exchanges. Firstly, they have the most data to sell. Secondly, they would benefit immensely from the increased trust in the industry that openness and transparency might allow.
The inverse risk would be that the larger Big Data vendors might try to use the exchanges and the regulations to strangle smaller vendors with regulatory costs or leveraging their market power to ensure favorable treatment by the exchanges, thus consolidating their hold on the market and stifling innovation. To prevent this, security auditing requirements and other expenses should be scaled based on the size of the organization's transactions, and a certain degree of neutrality in the exchanges should be mandated to ensure balance.
For various reasons, some organizations might prefer to keep a few or even all of their transactions secret from the public. Thus they might wish to make these transactions outside of the exchanges.
One could argue that their intention to avoid public scrutiny deserves some public scrutiny.
Considering the threat to private security, the matter merits some thought as to whether this should be allowed at all. Not only could the transactions be unsecure or even illegal themselves, but their very existence might undermine the public trust in Big Data that the exchanges would help to establish. Thus, it may be worth consideration to either require that all Big Data transactions above a certain threshold be publicly disclosed (using proper measures to prevent circumvention) and/or even requiring that all transactions take place through the exchanges.
One complication that remains is how intelligence, defense, and law enforcement agencies and their contractors should fit into the overall picture. They would certainly argue that they have a special needs for their Big Data activities to be secret. Whether or not they merit an exception and how they should be handled, is beyond the scope of this article, however.
In near future, big data handling and processing is going to the future of IT industry. Thus taking Hadoop Training in Chennai | Big Data Training in Chennai will prove beneficial for talented professionals.
ReplyDeleteI am technology Enthusiast. Your blog is really awesome, attractive and impressive. I like the way you think. it is very useful for Java SE & Java EE Learners. Your article adds best knowledge to our Java Online Training in India. or learn thru Java Online Training in India Students. or learn thru JavaScript Online Training in India. Appreciating the persistence you put into your blog and detailed information you provide. Kindly keep blogging.
DeleteNice post. Selenium Training Institute in Chennai | Selenium Training Institute in Velachery.
ReplyDeleteYou have done really great job. Your blog is very unique and informative. Thanks. Devops Online Training | Data Science Online Training
ReplyDeleteHi, Really your post was very informative. Today's internet era learn Hadoop Online Training will helps you to reach your goal.Selenium Training
ReplyDeleteNice sharing. R is a language and environment for statistical computing and graphics. Want to make a career in R Programming. Learn R Programming Training course @ GangBoard. We are the best provider of online training on evergreen technologies.
ReplyDeleteThe strategy you have updated here will make me to get trained in future technologies. By the way you are running a great blog. Thanks for sharing this..
ReplyDeleteThank you for this valuable information. I have got some important suggestions from it. Get your business to the next level in simple steps.
ReplyDeleteERP Software Solutions in Chennai.
The best thing is that your blog really informative thanks for your great information!
ReplyDeleteerp providers in chennai
Nice blog. Thank you for sharing. The information you shared is very effective for learners I have got some important suggestions from it. erp in chennai.
ReplyDeleteWell Said, you have provided the right info that will be beneficial to somebody at all time. Thanks for sharing your valuable Ideas to our vision.Big Data Hadoop Training in Bangalore | Data Science Training in Bangalore
ReplyDeleteThis is great information. It is marvelous and incredible to visit your site.You achieve for goal Java Developer to helps you to reach Besant Technologies.
ReplyDeleteJava Training in Chennai | Java Training Institute in Chennai | Best Java Training in Chennai
Interesting and informative article.. very useful to me.. thanks for sharing your wonderful ideas.. please keep on updating..
ReplyDeleteJava Training in chennai |
Software Testing Training in chennai
Good and nice information, thanks for sharing your views and ideas.. keep rocks and updating...
ReplyDeleteJava Training in chennai
Thanks for sharing your informative article..Keep updating such a interesting Blog.
ReplyDeletePLC Training in Kerala | PLC Training Institute in Kerala | Inplant Training in Kerala
I have read your blog, its very interesting and useful to everyone. Thank you Keep updating.We are offering PLC Training SCADA in Chennai at Wiztech Automation.
ReplyDeletePLC Training in Chennai | PLC Training Institute in Chennai | PLC Training Center in Chennai | PLC SCADA Training in Chennai | Inplant Training in Chennai
may major companies try protect your data from hacking and e.t.c small companies also protect and they utilize for marketing. SAP HCI Online Training
ReplyDeleteWow ! Very Nice article Thanks for sharing this article. Very useful information i got from this article and website.
ReplyDeleteThe website is looking bit flashy and it catches the visitors eyes. A design is pretty simple and a good user-friendly interface.
ReplyDeleteProgrammierung in Lüdenscheid
Thanks for sharing. this article wonderful website Information provided in this website are very nice.. Again Thanks for this article..
ReplyDeleteInteresting post! This is really helpful for me. I like it! Thanks for sharing!
ReplyDeletemicrosoft office online
Needed to compose you a very little word to thank you yet again regarding the nice suggestions you’ve contributed here.
ReplyDeleteData Science Training in Bangalore
Datascience Training in Chennai
I have to voice my passion for your kindness giving support to those people that should have guidance on this important matter.
ReplyDeletehadoop training in bangalore
big data training in chennai
Needed to compose you a very little word to thank you yet again regarding the nice suggestions you’ve contributed here.
ReplyDeleterprogramming training in bangalore
Great Article..thanks for sharing in this blog..its very useful for us...
ReplyDeleteEmbedded system training institute in Chennai | PLC training in Chennai | Embedded system training institute in Chennai | PLC training institute in Ernakulam
Very Nice !! Keep Updating Article like this !! Wonderful content i got from this website.
ReplyDeleteValuable information and excellent design you got here! I would like to thank you for sharing your thoughts and time into the stuff you post!! Thumbs .Tekclsses provide informatica mdm training Informatica MDM Training
ReplyDeleteThanks for sharing. this article wonderful website Information provided in this website are very nice.. Again Thanks for this article..
ReplyDeleteThanks for your marvelous posting! It is very useful and good. Come on. I want to introduce an get app installs, I try it and I feel it is so good to rank app to top in app store search results, have you ever heard it?
ReplyDeleteIt is really a great work and the way in which you are sharing the knowledge is excellent.Thanks for your informative article...Best Embedded Systems Training in Chennai | C & C++ Training Institute in Chennai | No.1 Embedded Training in Chennai
ReplyDelete
ReplyDeletedealer daihatsu purwokerto
dealer daihatsu purwokerto
daihatsu purwokerto 2017
astra daihatsu purwokerto
harga mobil ayla purwokerto
dealer mobil daihatsu purwokerto
marketing daihatsu purwokerto
daihatsu purbalingga
dealer daihatsu purbalingga
daihatsu banjarnegara
outlet daihatsu banjarnegara
dealer daihatsu kebumen
dealer daihatsu wonosobo
dealer daihatsu cilacap
kredit daihatsu sigra cilacap
daihatsu sigra cilacap
kredit mobil ayla di cilacap
dealer mobil daihatsu cilacap
dealer honda purwokerto
ReplyDeletedealer mobil honda purwokerto
honda sumber baru purwokerto
honda istana carindo purwokerto
info harga honda mobil purwokerto
dealer mobil honda bajarnegara
dealer honda wonosobo
dealer honda purbalingga
dealer honda bumiayu
dealer honda sidareja
dealer mobil honda purwokerto
dealer honda majenang
dealer honda kebumen
dealer mobil honda cilacap
honda sumber baru cilacap
honda sumber cilacap jawa tengah
dealer honda cilacap
dealer suzuki purwokerto
ReplyDeletesuzuki mobil purwokerto
dealer mobil suzuki purwokerto
harga suzuki ertiga purwokerto
harga suzuki carry pick up purwokerto
harga suzuki carry pick up purbalingga
harga suzuki ertiga purbalingga
dealer suzuki purbalingga
dealer suzuki kebumen
dealer suzuki cilacap
suzuki sumber baru cilacap
dealer suzuki mobil cilacap
dealer suzuki sidareja
dealer suzuki majenang
dealer suzuki gombong
dealer suzuki banjarnegara
dealer toyota purwokerto
ReplyDeletetoyota nasmoco purwokerto
dealer toyota purbalingga
toyota nasmoco purbalingga
dealer toyota banjarnegara
dealer toyota cilacap
toyota nasmoco cilacap
dealer toyota majenang
dealer toyota sidareja
dealer toyota bumiayu
dealer toyota wanareja
dealer toyota wonosobo
toyota nasmoco wonosobo
dealer toyota kebumen
toyota nasmoco kebumen
dealer toyota gombong
http://lotus-transport.blogspot.co.id/
ReplyDeleterental mobil purwokerto
sewa mobil purwokerto
sewa mobil purwokerto murah
rental mobil purwokerto
daftar mobil purwokerto murah
harga sewa mobil purwokerto
rental mobil purwokerto 24 Jam
rental mobil lepas kunci purwokerto
rental mobil purwokerto 2017
sewa mobil purwokerto
rental elf purwokerto
rental hiace purwokerto
rental mobil banyumas
rental mobil cilacap
tarif taxi barang purwokerto
taxi barang purwokerto
taxi barang purwokerto
taksi barang purwokerto
taxi barang purwokerto murah
taxi barang purwokerto jawa tengah
rental mobil purbalingga
Very Nice !! Keep Updating Article like this !! Wonderful content i got from this website.
ReplyDeleteThank you for this valuable information. I have got some important suggestions from it.
ReplyDeleteNo.1 MBA Project Center in Chennai | No.1 MBA Project Center in Velachery
Well Said, you have furnished the right information that will be useful to anyone at all time. Thanks for sharing your Ideas.Web Designing Training Institute in Chennai | Java Script Training in Chennai| HTML & CSS Training in Velachery
ReplyDeleteGood Post! Thank you so much for sharing this pretty post, it was so good to read and useful to improve my knowledge as updated one, keep blogging...
ReplyDeletePHP developers in chennai | PHP developers in India
Thank you for sharing such a nice and interesting blog with us. Hope it might be much useful for us. keep I have read your blog its very attractive and impressive. I like it your blog... Big Data Training in Chennai
ReplyDeleteBig Data Training Institute in Chennai
Thanks for sharing this post. Its very useful information about big data hadoop training Chennai
ReplyDeleteWow Very Nice !! Article providing here very nice information am getting from your website.. very nice information am getting from your website.. Again Very Nice
ReplyDeleteMy rather long internet look up has at the end of the day been compensated with pleasant insight to talk about with my family and friends.
ReplyDeletejava training in bangalore
Those guidelines additionally worked to become a good way to recognize that other people online have the identical fervor like mine to grasp great deal more around this condition.
ReplyDeletejava training in bangalore
Well Said, you have furnished the right information that will be useful to anyone at all time. Thanks for sharing your Ideas.
ReplyDeleteMCA Project Center in Chennai | MCA Project Center in Velachery
Hi Thanks for the nice information its very useful to read your blog. We provide best austeretech.com/digital-transformation/">Digital Transformation Overview
ReplyDeleteServices
This information is very useful. thank you for sharing. and I will also share information about health through the website
ReplyDeletePenyebab Benjolan dileher seperti jakun
Pengobatan penyakit Meningioma
Cara Mudah Menghilangkan Keloid
Pengobatan Alami Tuntaskan Keputihan
Obat Luka Bernanah bekas Caesar
Obat Alami Menurunkan tekanan Darah Tinggi
Obat Penyakit kulit Eksim
Very nice information and explanation about cloud computing. Thanks for sharing. keep on updating such a nice information.
ReplyDeleteAustere Technologies | Best Cloud Solution services
Nice post. NO.1 APP DEVELOPMENT SERVICES in Massil Technologies. For more information please visit. www.massiltechnologies.com
ReplyDeleteREALLY VERY EXCELLENT INFORMATION. I AM VERY GLAD TO SEE YOUR BLOG FOR THIS INFORMATION. THANKS FOR SHARING. KEEP UPDATING.
ReplyDeleteNO.1 AQM Services | Application Quality Managment Services
Very interesting blog. Thanks for sharing.
ReplyDeleteBest Digital Transformation Services | DM Services | Austere Technologies
Interesting and informative article.. very useful to me.. thanks for sharing your wonderful ideas.. please keep on updating..
ReplyDeletemobile website builder
Great blog.
ReplyDeleteBest Mobility Services | Austere Technologies
Excellent and very helpful information, keep sharing.
ReplyDeleteBest IT Security Services | Austere Technologies
Thanks for sharing this niche useful informative post to our knowledge.
ReplyDeletebrochure designers in chennai | brochure design company in chennai
Thanks for sharing the useful info please do keep sharing on...
ReplyDeleteBest Online Software Training Institute | Data Science Training
Wonderful ! Thanks for Sharing this article keep update this kind of nice articles ..
ReplyDeleteI simply wanted to write down a quick word to say thanks to you for those wonderful tips and hints you are showing on this site.
ReplyDeletebig data training in chennai
Those guidelines additionally worked to become a good way to recognize that other people online have the identical fervor like mine to grasp great deal more around this condition.
ReplyDeletedatascience training in chennai
This comment has been removed by the author.
ReplyDeleteThanks a lot for your post and blog
ReplyDeleteBest Data science Online Training Institute Hyderabad Techiemills
Your good knowledge and kindness in playing with all the pieces were very useful. I don’t know what I would have done if I had not encountered such a step like this.
ReplyDeleteData Science Training in Hyderabad
really good
ReplyDeleteJobvermittlung
This is the best place where we can get good collection of information with clean and neat explanation, thanks much for creating and sharing here...
ReplyDeleteBest Online Software Training Institute | Unix Linux Training
ReplyDeleteKeep sharing such type of useful information
Best Software Training Institute in Chennai
| Best Software Training Institute in Velachery
Nice blog with excellent information. Thank you, keep sharing.
ReplyDeleteJoin in Avinash College Of Commerce for Best career in commerce
Excellent information you made in this blog, very helpful information. Thanks for sharing.
ReplyDeleteSoftware Testing | Austere Technology
Awesome ! your article is very nice to read and i got useful information
ReplyDeleteGreat article, really very helpful content you made. Thank you, keep sharing.
ReplyDeletechartered accountant | Avinash college of commerce
Nice blog with excellent information. Thank you, keep sharing.
ReplyDeletechartered accountant course in Hyderabad | Avinash college of commerce
This was an nice and amazing and the given contents were very useful and the precision has given here is good.
ReplyDeleteAWS Training in Chennai
This is a really great informative blog. Keep Sharing.
ReplyDeleteBest Degree Colleges Hyderabad | Avinash College of Commerce
Very good informative blog, keep sharing.
ReplyDeleteBest junior college in Hyderabad | Avinash College of commerce
Hi Thanks for the nice information its very useful to read your blog. We provide best Block Chain Services
ReplyDeleteGood stuffs from this blog I got very interesting points in this article
ReplyDeleteThank you for sharing this valuable information. But get out of this busy life and find some peace with a beautiful trip book Andaman family tour packages
ReplyDeleteThank you for sharing this valuable information. But get out this busy life and find some peace with a beautiful trip. book ANDAMAN BUDGET PACKAGES @ 4999/-
ReplyDeleteGood stuffs from this blog I got very interesting points in this article
ReplyDeleteGood information.
ReplyDeleteB.com Integrated Courses | Avinash College of commerce
Thanks for one marvelous posting! I enjoyed reading it; you are a great author. I will make sure to bookmark your blog and may come back someday. I want to encourage that you continue your great posts, have a nice weekend!
ReplyDeleteOnline training in USA
It has been simply incredibly generous with you to provide openly what exactly many individuals would’ve marketed for an eBook to end up making some cash for their end, primarily given that you could have tried it in the event you wanted.
ReplyDeleteOnline training in USA
Hi Thanks for the nice information its very useful to read your blog. We provide best Find All Isfs Courses
ReplyDeleteHi Thanks for the nice information its very useful to read your blog. We provide best Massil Technologies
ReplyDeleteBest informative blog. Thank you.
ReplyDeletecima courses in hyderabad | ISFS
eToro is the #1 forex trading platform for beginning and pro traders.
ReplyDeleteGreat post and informative blog.it was awesome to read, thanks for sharing this great content to my vision.
ReplyDeleteGood discussion.
Six Sigma Training in Abu Dhabi
Six Sigma Training in Dammam
Six Sigma Training in Riyadh
Excellent informative blog, keep for sharing.
ReplyDeleteBest System Integration services | Massil Technologies
Excellent informative blog, keep sharing.
ReplyDeleteCA institute in hyderabad | Avinash College of Commerce
Excellent informative blog, Thanks for sharing.
ReplyDeletecs institutes in hyderabad | Avinash College of Commerce
Amazing article. Your blog helped me to improve myself in many ways thanks for sharing this kind of wonderful informative blogs in live. I have bookmarked more article from this website. Such a nice blog you are providing ! Kindly Visit Us @ Best Travels in Madurai | Tours and Travels in Madurai
ReplyDeleteThis is an awesome post.Really very informative and creative contents. These concept is a good way to enhance the knowledge.I like it and help me to development very well.Thank you for this brief explanation and very nice information.Well, got a good knowledge.
ReplyDeleteData Science Training in Chennai | Best Data science Training in Chennai | Data Science training in anna nagar | Data science training in Chennai
Data Science training in chennai | Best Data Science training in chennai | Data science training in Bangalore | Data Science training institute in Bangalore
Data Science training in marathahalli | Data Science training in Bangalore | Data Science training in btm layout | Data Science Training in Bangalore
Have you been thinking about the power sources and the tiles whom use blocks I wanted to thank you for this great read!! I definitely enjoyed every little bit of it and I have you bookmarked to check out the new stuff you post
ReplyDeleteJava training in Bangalore | Java training in Marathahalli | Java training in Bangalore | Java training in Btm layout
Java training in Bangalore | Java training in Marathahalli | Java training in Bangalore | Java training in Btm layout
I am a regular reader of your blog and being students it is great to read that your responsibilities have not prevented you from continuing your study and other activities. Love
ReplyDeleteData Science training in rajaji nagar | Data Science Training in Bangalore | Data Science with Python training in chennai
Data Science training in electronic city | Data Science training in USA
Data science training in pune | Data science training in kalyan nagar
Thank you for allowing me to read it, welcome to the next in a recent article. And thanks for sharing the nice article, keep posting or updating news article.
ReplyDeletepython training in chennai | python training in chennai | python training in bangalore
The knowledge of technology you have been sharing thorough this post is very much helpful to develop new idea. here by i also want to share this.
ReplyDeleteexcel advanced excel training in bangalore | Devops Training in Chennai
Thanks for sharing such an informative blog to us, keep on updating.
ReplyDeleteACCA training institute in Hyderabad | ISFS
I am really happy with your blog because your article is very unique and powerful for new reader.
ReplyDeleteClick here:
selenium training in chennai
selenium training in bangalore
selenium training in Pune
selenium training in pune
Selenium Online Training
Thank you so much for sharing this. keep sharing.
ReplyDeleteCFA training institute in Hyderabad | ISFS
Does your blog have a contact page? I’m having problems locating it but, I’d like to shoot you an email. I’ve got some recommendations for your blog you might be interested in hearing.
ReplyDeleteAWS Training in Pune | Best Amazon Web Services Training in Pune
AWS Tutorial |Learn Amazon Web Services Tutorials |AWS Tutorial For Beginners
Amazon Web Services Training in OMR , Chennai | Best AWS Training in OMR,Chennai
AWS Training in Chennai |Best Amazon Web Services Training in Chennai
Amazon Web Services Training in Pune | Best AWS Training in Pune
Thanks for splitting your comprehension with us. It’s really useful to me & I hope it helps the people who in need of this vital information.
ReplyDeleteaws Training in indira nagar | Aws course in indira Nagar
selenium Training in indira nagar | Best selenium course in indira
Nagar | selenium course in indira Nagar
python Training in indira nagar | Best python training in indira Nagar
datascience Training in indira nagar | Data science course in indira
Nagar
devops Training in indira nagar | Best devops course in indira Nagar
Impressive,Thanks for the post Data Science Online course Hyderabad
ReplyDeleteNice blog
ReplyDeletejava training in Marathahalli
spring training in Marathahalli
java training institute in Marathahalli
spring and hibernate training in Marathahalli
Nice post..
ReplyDeleteDOT NET training in btm
dot net training institute in btm
dot net course in btm
best dot net training institute in btm
the information is nice and got more ideas from this.im really happy to read this.
ReplyDeleteAWS Training in Chennai
AWS Certification in Chennai
AWS course in Chennai
Best AWS Training in Chennai
the blog is nicely maintained by author.each and every information is very useful and helpful for me.
ReplyDeleteDevOps course in Chennai
DevOps Training in Chennai
Data Science Course in Chennai
Data Science Training in Chennai
Amazing post from this website. Post from this website are very useful for me. Thanks for providing this types of article. Bank Exam Coaching Centre in Coimbatore | TNPSC Exam Coaching Centre in Coimbatore | Online Trading Training Centres in Coimbatore
ReplyDeleteI have been searching to find a comfort or effective procedure to complete this process and I think this is the most suitable way to do it effectively. Australian datacenter
ReplyDeleteThe post you published is full of useful information. I like it very much. Keep on posting!!
ReplyDeletePython Training in Chennai
Python Course in Chennai
Web Designing Course in chennai
Hadoop Training in Chennai
Python Training in Velachery
Python Training in Adyar
This comment has been removed by the author.
ReplyDeleteWonderful Blog. Keep Posting.
ReplyDeleteAdvanced Excel Training in Chennai
Corporate Excel Training in Mumbai
Best Advanced Excel Training in bangalore
Power BI Training in Chennai
I hope this article will slove my doubts and surely i will follow this and i expect that you will update more in future.
ReplyDeleteSalesforce Training in Chennai
Big Data Training in Chennai
Hadoop Training in Chennai
Android Training in Chennai
Selenium Training in Chennai
Digital Marketing Training in Chennai
JAVA Training in Chennai
German Classes in Chennai
SEO Training in Chennai
Best seo training in chennai
SEO Training in Tnagar
Hi, this is Very Nice information Regarding your Software Company and Beautiful Blog Also. So Np compete Also one of the Ios, Android, Java, Devops, UX, Ui, Chat Bot, Company in Chennai
ReplyDeleteIf you want any job Regarding above Positions,, Please give to Your Queries and send your Resume Back to this mail: sales@npcompete.com