Machine learning (ML) helps computer systems better understand data and behavior over time, progressively improving their performance on a specific task.
To function effectively, big data and machine learning must go hand in hand.
Without data mining and acquisition, artificial intelligence and machine learning will be deemed useless and inaccurate.
Machine learning can help businesses make sense of data and know how to use it in the best way possible. You don’t have to tell your computer to do every task.
Instead, it knows what you expect it to do from your past behavior.
Even on the personal front, it could mean your smartphone is telling you it is time to brush or your health app is telling you it’s time to visit the doctor.
How Can Machine Learning (ML) Help in Areas Like Healthcare?
Some examples of non-healthcare data mining activities include implementing electric bikes and scooters in major cities to map streets and activities.
This activity can be found in every aspect of our lives, from internet searches to shopping or social networking.
You may or may not have agreed to share some of these collected data by overlooking the fine print or none.
Healthcare is not immune to data mining, and it is very much practiced. Patient information and Dara created by healthcare providers and physicians are extremely valuable commodities that will only get more expensive.
It is your property traded between large monopolized entities today for billions of dollars.
At the same time, it is unsafe because this trade practice and its centralized nature make pirates of information incentivized to hack.
Access to your health information is your private data and can be used against or for your interests.
For example, if you decide to purchase a cigar online, your information may end up in the insurance company database, which may affect your premiums.
As the larger corporations are gaining full control of the healthcare system by disarming the independent physicians and providers along with full access to your valuable information at no additional cost or informed consent and even without proper government oversight and control, the monopoly of the healthcare business is more and more inevitable thus opening the door to a new era of private corrupt totalitarian system that is not only will destroy the quality and value of Hippocratic personalized medicine but also will take the cookie cutter robotic medicine to the next level.
If not claimed, big data will empower wrong entities that, in turn, will gain more money to buy more lobbying power and suppress individuals, whether patient, physician, or provider, ultimately utilizing data for machine learning with misguided algorithms.
This vicious circle of broken healthcare can be stopped from spiraling out of control.
That is through the personalization of medical service delivery, preserving the personal touch and eliminating corporate takeover of the medical practice.
Machine Learning Will Make Things Easier
It’s not just about healthcare; machine learning will help businesses do more in everything, including increasing productivity.
Don’t forget to check out our other posts on MR, AI, AR, and VR.
