Machine Learning is one of the most trending topics in technology right now. So let us know some important things about ML in this article.
What is Machine Learning
Machine Learning is an Artificial Intelligence’s Application which has ability to learn automatically and improve from experience without any programming. It mainly concentrates on development of computer programs that can access data and use it learn for themselves.
The learning process starts from observations or data, such as examples, direct experience, in order to make better decisions in future based on the examples we provide.
Machine Learning Methods
The main aim of ML is to allow computers learn automatically without human involvement or assistance.
Accordingly there are some ML Methods. Here, The algorithms are often categorized in to supervised and unsupervised.
- Supervised Machine Learning Algorithms
- Unsupervised Machine Learning Algorithms
- Semi-Supervised Machine Learning Algorithms
- Reinforcement Machine Learning Algorithms
Applications of Machine Learning
We said that ML is a buzz word in technology right now. Accordingly ML Applications are increasing day by day. These applications lessen the human work and make the work much more effective.
Let us see top ML Applications trending right now. Verify them carefully.
1. Traffic Alerts (Maps)
Using Google Maps has become the common thing in our daily life right? Did you observe “Despite the Heavy Traffic, you are on the fastest route” sentence while using Google Maps. This is nothing but the ML.
2. Social Media
When we upload photos in Facebook or any other application, we will see the Automatic Friend Tagging Suggestion. This is occurs due to the ML. DeepFace is responsible for the recognition of faces and identifying which person is in the picture.
3. Virtual Personal Assistance
Name itself says that Virtual Personal Assistance assist in finding required information when asked in the form of text or voice. Siri, Cortana, Alexa, Google are the examples of Virtual Personal Assistance.
4. Google Translate
We can say that Google Translate is one of the most and best used applications of ML. Every day we will use Google Translate for many reasons. This will allow us to translate a whole sentence or a piece of word in the desired language.
5. Fraud Detection
Experts are saying that, Fraud detection is one of the top applications which are in need of Machine Learning. As number of transactions increasing day by day, hackers are finding loop holes.
Whenever a customer carries out a transaction – the ML model thoroughly x-rays their profile searching for suspicious patterns.
Have you ever book a cab in your phone? Then you are already using the ML. It automatically detects your location and provides you the options for destination location based on your history. Transportation is the best application which uses machine learning algorithm.
7. Google Ads
Experts are saying that when we harness ML’S ability, we will make better, more relevant, and more effective ads. Click on the below link to understand whole concept.
So, above are the few top ML Applications. In future, we can see some more apps which will utilize the functionality of ML.
Machine Learning Updates 2019
As ML is an important and very trending topic right now, many updates coming on it. With the help of these updates the ML will become much more effective.
For the sake of candidates, we have mentioned few Latest Updates of ML 2019. Go through them carefully.
1. Machine Learning may help capture fusion energy on Earth
US researchers team has used ML to control that fuels fusion reactions. Researchers now show ML can facilitate such control.
2. Marketing Automation
With mature generative adversarial networks and variation auto encoders it is becoming possible to generate thousands of pictures of the same person or pays age with small differences in facial expressions or mood between those images.
Based on how consumers react to those pictures, we can generate optimal advertisement campaigns.
3. Real-time speech generation on mobile devices indistinguishable from the real-human.
4. Self-driving taxis will remain in the test/PoC phase.
These are few updates of ML . More updates are on the way in the future. Click on the below link to get more knowledge on ML Updates 2019.
In final, we want to say that, ML is going to be more effective in future. And, more number of updates are coming on ML. I think, you can imagine which types of applications can use ML algorithms and the benefits.
Still if you have doubts regarding ML , post them in the below comment box. Follow our site regularly for latest info regarding Technology, Marketing etc.