Whois & Analysis for treasuredata.com

Machine learning is the subfield of computer science that, according to Arthur Samuel in 1959, gives "computers the ability to learn without being explicitly programmed." Evolved from the study of pattern recognition and computational learning theory in artificial intelligence, machine learning explores the study and construction of algorithms that can learn from and make predictions on data – such algorithms overcome following strictly static program instructions by making data driven predictions or decisions, through building a model from sample inputs.

Machine learning is employed in a range of computing tasks where designing and programming explicit algorithms with good performance is difficult or unfeasible; example applications include email filtering, detection of network intruders or malicious insiders working towards a data breach, optical character recognition (OCR), learning to rank and computer vision.

Customer relationship management (CRM) is an approach to managing a company's interaction with current and potential future customers.

It tries to analyze data about customers' history with a company and to improve business relationships with customers, specifically focusing on customer retention and ultimately driving sales growth.

Social media are computer-mediated technologies that facilitate the creation and sharing of information, ideas, career interests and other forms of expression via virtual communities and networks.

The variety of stand-alone and built-in social media services currently available introduces challenges of definition; however, there are some common features:

In marketing, lead generation is the initiation of consumer interest or enquiry into products or services of a business.

Leads can be created for purposes such as list building, e-newsletter list acquisition or for sales leads.

The methods for generating leads typically fall under the umbrella of advertising, but may also include non-paid sources such as organic search engine results or referrals from existing customers.

Brand loyalty is defined as positive feelings towards a brand and dedication to purchase the same product or service repeatedly now and in the future from the same brand, regardless of a competitor’s actions or changes in the environment.

It can also be demonstrated with other behaviours such as positive word of mouth advocacy.

Brand loyalty is where an individual buys products from the same manufacturer repeatedly rather than from other suppliers.

Businesses whose value rests in a large part on their brand loyalty are said to use the loyalty business model.