ML [ Machine Learning ]
Machine learning - the branch of artificial intelligence - is changing not only the way we interact with machines but also how we interact with the environment around us. In the last decade, machine learning has given us cars that drive by themselves, voice recognition, effective web searches, personalized recommendations, and a vast understanding of the human genome. Now the prospects of machine learning are vast enough to handle almost all type of industries and provide them with benefits, they never dreamt of. Zazz has acquired marvelous talent from all over the world which help us create amazing machine learning based digital solutions.
Agencies have to understand data first before developing any type of digital solution especially machine learning based solutions. Our scientists and analyzers sit for significant hours to understand and analyze your data and then bring a marvelous machine learning based product.
Zazz is best at analyzing and preparing data for machine learning based products thanks to our talented scientists and hardworking developers. We make sure that data acquired is true and then prepare it according to according to the modern process.
Zazz is by far the best developing agency that builds models and then train it by implementing modern solutions and technologies. Our models are contemporary and offer premium machine learning advantages.
We create mobile apps or web applications as per the need of client. After testing and thorough quality checks, we evaluate models for days and then launch them according to client’s demand.
When we talk about Machine Learning, we mean “a branch of artificial intelligence whose objective is to develop techniques that allow computers to learn. More specifically, it is about creating programs capable of generalizing behaviors based on information provided in the form of examples”.
And the development of Machine Learning goes hand in hand with Big Data and is complemented by supervised learning (interpretation of these previously stored and supervised) and unsupervised (interpretation of millions of data that are not classified). A learning in which machines manage to predict behaviors, evaluate actions and analyze millions of data in a few seconds.
Now, before delving into the advantages of Machine learning, I will explain some of the types of machine learning. This is subdivided into three types of learning, which I will show you below:
They are those information data that are previously labeled by the human. For example, thousands of images of cats and dogs are labeled. In the future, the system must identify and differentiate cats from dogs, the idea is that they learn through previous experience.
What you are looking for, is the machine learn by itself to identify the images, that way you save your work. The most palpable examples are voice recognition or writing, as it is, that of a signature.
Also known in English Unsupervised Learning. This learning does not need algorithms to have structured data. What is done is that a large amount of information is provided. It is there, where the characteristics of some thing or object are shown. In this way, the system will organize this information and identify the object or thing, and indicate what it is. For example, if you apply it to know the recognition of emotions in different human faces.
This is also called, deep learning or deep learning, since the machine learns to classify almost without the presence of the human.
Learning by reinforcement, exposes that through trial and error the machine understands which is the best decision to obtain a quality result. That can be compared to how a child is taught that certain behavior is correct, so simple to reward it. Also, the child begins to eliminate behaviors that are not rewarded. In the same way the machine only keeps the actions that lead to success.
Now, going to what really concerns us in this article, we can highlight as main advantages of Machine Learning the following: