Salesforce ups its arsenal with with the acquisition of machine learning start up PredictionIO

Machine Learning and its application across Industries

Salesforce with its acquisition of Machine Learning start up, salesforce looks to stock ups its cloud based data science business by strengthening its arsenal further. Salesforce has recently acquired similar machine learning start ups RelateIQ and Tempo AI, among other companies.Machine learning is a predictive and powerful recommendation engine which uses algorithms to crunches tons and petabytes of unstructured data into meaningful insights..Its application in Big data is immense. Click below to see applications of machine learning in real life

The simplest examples of machine learning in action are aggregator sites like like reditt or quora, or google news where consumer generated questions are automatically grouped by algorithm and arranged by topics and are automatically classified into meaningful categories. News aggregators are examples of real time machine learning .
Amazon is one of the pioneers in use machine learning.. with the concept of " using social proof" to encite users to buy related products

when to use a sub domain vs a domain

When to use a subdomain instead of a domain 

• The debate between a domain and a subdomain has been there for years. What most people do not understand is that creating a subdomain has no significance unless you create a totally different product line or your company has launched a new product and has a totally new content and would like to use a catchy subdomain
• One good reason for using a subdomain is that you would look more authoritative to users However take into account that it is much less expensive to use a subfolder and and have slightly less panache that it is to educate through branding an advertising
•  However a subfolder will work 99% of the time.Keeping content on a single root domains and single subdomain gives the maximum seo benefits as the engine passes on all the positive metrics , including the backlinks and the PR earned by the site
• Subdomains are definitely not worth the time and  not a popular choice if SEO is a prime concern. Subdomain may iherit the ranking benefits and benefits of the root domain they are hosted underneath, but they do not always do Subdomains may be used when keyword usage in the doman name is of critical importance For example own usedtoyotatrucks.com, you can pull in quality search traffic for the specific term used toyota trucks with a microsite

how to generate positive social sentiment for your brand : top 5 tools

List of listening tools for social media and creating a positive social sentiment for your brands 

top 25 corporations with highest number of government contracts

The List of  25 Companies based on the number of contracts since 2000 onwards( last 16years)
 based upon Government Contracts | FindTheCompany

The chart shows the manufacturing business and the number of contracts which they have won from the US Government.While General Electric’s 30,633 contracts stand apart from the pack and cost the government a combined $37.9 billion over 15 years.
The number 2 was General Dynamic Corporation with 22,550 contracts,
Bae Systems  ranks no 3 with 19016 contracts
Hewlett Packard is the only consumer IT company which figures in this top 25 list  and rank 14th position with 4268 contracts
As compared to  No 1  General Electric , Boeing's  9,948 govt contracts have cost US Govt more than seven times as much ($267 billion).