How Big Data is going to Benefit your Business

Did you know Big Data can benefit businesses in any industry in so many ways? There is something much more than just a large amount of data. When combining sets of data, then it’ll gonna give businesses real insights that are used in making decisions and further enhancing their financial states.

Before you make it out how big data is going to benefit your business, let’s know what actually it is all about. Know more about  Hadoop Training in Noida.

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We can describe big data via 3Vs, yes and that are Volume, Variety and Velocity.

Let’s understand each here….

Volume: It’s well perceived that the amount of data all over the world will grow two folds every two years. This large amount of data produced is gigantic and a great internet is going to be a great contributor to it. Few years back, this large amount of data had created big problems. However, in today’s scenario, with better storage systems, algorithms to gain insights from all and reducing storage costs, it’s not problem at all how big is the data.

Velocity: It’s the rate at which data is produced, visualized, analyzed as well as stored. In the past, batch processing was typical. It was normal to receive an update to the database every night or every week. Servers and computers took ample time to process the data they received and update database. But in today’s scenario, the data is made in real-time or near about. the accessibility of internet connected or enabled devices have made it easier to deliver the data the moment it is produced. The rate at which data is produced is pretty fast and incredible.

Every minute, more than 200 million emails are sent all over, about 2.5 million searches are performed on Google and more than 20 million photos are seen. Enterprises need to deal with this speed and utilize it in real-time to leverage their business.

Variety: Around ninety percent of data created in enterprises are unstructured. In today’s scenario, this data is available in various formats like structured, unstructured and semi-structured and complex structured as well. There are different types of data and every type calls for a different kind of tool or analysis. For example, sensory data will provide you with details about how a certain product is used and social networking sites like twitter and facebook posts can give various insights regarding the sentiment analysis specific to your brand. Here find list of Hadoop Training in Delhi.

How Big Data can help your Business

Discover the risk your business faces: Having an idea of the risks you business is facing or may face is quite important. Detailed profiles of consumers are typically made and put in specific categories with particular risk levels. This process is however, vague and broad and often, suppliers and consumers are put into wrong categories and get wrong risk profile. Big data lets you determine a risk category for each supplier or consumer as per their past and present data in real time.

Other ways big data can help your business include -

• You can personalize your pricing and site in real time
•  You get to know your audience in real-time
• You can combine public data along with the data you collected to find new business opportunities & markets.
• You can better understand the competition and be obvious
• Save money and manage your business more effectively
•  Improve customer service support

How Big Data is going to Change the Medical World in Near Future?

What comes in your mind in first place when you visit to a healthcare professional or doctor? Well, whenever we visit a doctor or go to a hospital, we have faith that healthcare professionals are going to treat us according to the certified scientific methods or evidence-based medicine.

It simply means they are going to prescribe drugs or choose treatment methods which have been proven successful in medical research.

The concept of ‘evidence-based medicine’ is much older; however, it dates back to 1990s. As early as 1940s the controlled trials were regularly being carried out and clinical knowledge as well as specialty was already being circulated in medical textbooks and journals long before that.

Clinical studies or trials are all about carrying our research into particular disease or condition, and different treatment methods that may cure the illness or ease the symptoms altogether. The purpose of this research is to find out which treatment is suitable for which ailment and in which types of patients. All over the world, evidence-based medicine is the proven standard for the provision in the sector of healthcare; however, in the era where big data Hadoop is changing everything, this is likely to get changed as well.

Clinical trials in the age of Hadoop:

Clinical trials are based on testing new treatments in modular basis, for example in small groups at first. It focuses on analyzing how well the treatment works and to know whether it has any side effects or not. If a trial is successful, it is conducted on larger groups of people. Typically, the trial will involve comparing the new methodology to other treatments by dividing patients into different groups, each going through a different treatment. This process is called randomization, where patients are separated into various groups in a random manner. Find Hadoop Training in Delhi

How big data helps in Medical Trials?

In order to protect the participants and enhance reliability, clinical trials need to go through rigorous scientific standards. But, it can’t be said that there involves no risk of methodological flaws, or that the small groups used in those trials always generalize well outside of a specific research. This is where big data comes handy or comes for rescue.

By mining the bulks of practice-based medical/clinical data, that means the records of the patients, based on which patient has which condition or which treatment is proving to be successful, medical professionals can learn a lot about the right way of taking care of their patients.

Let’s take an example of a California-based company, Apixio, which has firmly set its sights on helping healthcare professionals to learn from practice-based evidence to individually tailor care. According to the firm, we can get more knowledge from the practice of medicine and improve our approach to medical care. This gets people closer to a learning healthcare system. The firm focuses on what actually works and what not by taking evidences from the real-world data.

If we analyse then we’ll find that around 80% of medical and clinical data related to patients is retrieved from unstructured data, for example from written consultant notes, physician notes, pathology results, radiology notes, discharge from a hospital and so on.

This unstructured data can be mined easily to learn about giving the better treatment to the people. Although there have been electronic healthcare records around in various formats, but as they were not designed for analysis, they were of not much use. Hence, first one should extract data from various sources like government medical records, hospitals, GP surgeries and so on, then this information has to be turned into such a way that computer can analyse it easily. Get to know about Hadoop Institute in Delhi.

This data can be analysed at a particular level to create a patient model and it can be combined across the population to get larger insights around the cure, treatment patterns and more.

Hence, with big data Hadoop, it’s not hard to see a future that combines bother evidence-based and practice-based medical methodologies to provide best treatments to the patients. Big data undoubtedly is going to transform the whole medical world. It’s likely to help healthcare professionals prescribe more accurate medicines and take care of their patients in a better way.