What is Machine Learning?
Machine learning (ML) is the study of computer algorithms that can improve automatically through experience and by the use of data. We get to se machine learning used in various AI activities.
Use of machine learning.
Machine learning is used in various fields. Health Care is one of the most used and most researched field for machine learning. Training Machine with the help of different data set collected from various patients for a period of time can be used to predict the disease and its seriousness.
We all use amazon, and whenever we search for any specific product from amazon, the search bar suggest some similar products for a specific price range. This is where machine learning used.
For eg:- When we type “Watches” the search bar predicts that we want to buy a watch, so the search bar uses machine learning and suggest some similar watches like “watches for men” , “ watches for women” , “watches for kids” etc.
So how do the machine predicts what we want and how do it suggest some similar products?.
The answer to this is simple but at the same time its some what complicated.
We will see how the machine predicts the searched product at first.
Algorithms predict the accurate product that we want. I will give u a list of machine learning Algorithms.
- Linear Regression
- Logistic Regression
- Support Vector Machines
- Random Forest
- Naïve Bayes Classification
- Ordinary Least Square Regression
- Ensemble Methods
- Apriori Algorithm
- Principal Component Analysis
- Singular Value Decomposition
- Reinforcement or Semi-Supervised Machine Learning
- Independent Component Analysis
This is the list of most used algorithms. The machine is trained using these algorithms and the data which is collected from previous users.
Such Data consist most accurate reviews, most rated product, most purchased products and many more attributes.
Using these different attributes , the machine gets trained. Then the machine uses different algorithms and the most accurate results are considered to be shown to the user.
By this means we get most of the suggestions from the machine itself.
So why is Machine Learning the Future.
We all know AI, if not then AI is somewhat close to Robotics. So we all know robots. Everyone may have seen many movies in which robots are shown. Well these robots can also be made in real life. And there comes Machine Learning in to picture. Machine learning can make the robots more advance and robots can itself learn things using the previous data entered in it.
We all know robots are future of technology, so the machine learning can be used in robots to make the robots more advance and we may get great results and responses from these robots.
Lets now talk about future of machine learning in health care.
Health care is most important topic for human being and it is getting explore everyday. We always get any health problem, we search about it on Google, and Google suggest us about the problem. It also suggest us about the consequences if the problem is ignore. It also helps us in getting it cure by suggesting different medicines. This is machine learning. The Google gets its information from the blogs , book, newspaper, articles etc uploaded on Google .
Also there are some software , in which we can enter our data which we can get by doing some tests, and the software predicts the seriousness of the disease and also can tell use what should we concern about.
Some software like, Heart disease prediction, cancer disease prediction, liver and kidney chronic disease prediction, diabeties prediction system.
We can enter our data in these software and it will predict our disease with the attributes in it.
So in short we can say that our future would be more dependent on these machine learning softwares and products.