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Machine Learning Blog

7 Characteristics Of Machine Learning

7 Characteristics Of Machine Learning

In recent years, machine learning has become an extremely popular topic in the technology domain. A significant number of businesses – from small to medium to large ones – are striving to adopt this technology. Machine learning has started to transform the way companies do business and the future seems to be even brighter. However, still lots of companies that feel hesitant when it comes to implementing this technology, mainly because of uncertainty about what is machine learning, what are its key characteristics that make it one of the most useful advancements in the tech landscape. In this post, we’re going to take a closer look at machine learning and discuss its seven key characteristics that have made it extremely popular.

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How Do I Use Machine Learning To Gain Profit?

How Do I Use Machine Learning To Gain Profit?

Undoubtedly, you’ve observed the massive buzz going around machine learning since last few years. While a lot of venture investments are being made, conferences are being organized on how to leverage the power of this technology, small businesses too can get benefitted by using machine learning. In this post, we’re going to explore some of the most common ways through which machine learning helps you gain profit.

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How Should You Start To Learn Machine Learning Using Java?

How Should You Start To Learn Machine Learning Using Java?

When you talk about the domain of AI (Artificial Intelligence) and ML (Machine Learning), most experts would suggest you learn Python and R programming languages. Java is seldom talked about and yet, you can use it for AI, ML, etc. According to some 2017 studies, it’s the front-end web developers who leverage their familiarity with JavaScript to machine learning. It was found that 16% prioritized Java for the purpose, while 8% were found to avoid the cumbersome C/C++. It was noticed that front-end desktop application developers prioritized Java more than others (21%), which was in line with Java’s frequent use in enterprise-focused applications. The studies found that enterprise developers tend to use Java in all projects, which included machine learning as well. Though Python and R have their own advantages, you can also use Java for machine learning, AI, and other areas of data science if you’re already adept in it.

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What Is Generalization In Machine Learning?

What Is Generalization In Machine Learning?

Before talking about generalization in machine learning, it’s important to first understand what supervised learning is. To answer, supervised learning in the domain of machine learning refers to a way for the model to learn and understand data. With supervised learning, a set of labeled training data is given to a model. Based on this training data, the model learns to make predictions. The more training data is made accessible to the model, the better it becomes at making predictions. When you’re working with training data, you already know the outcome. Thus, the known outcomes and the predictions from the model are compared, and the model’s parameters are altered until the two line up. The aim of the training is to develop the model’s ability to generalize successfully.

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How Does Machine Learning Benefit From Big Data?

How Does Machine Learning Benefit From Big Data?

With the volume of data generated by companies and individuals increasing at a skyrocketing pace, a lot of terms like big data, machine learning etc have surfaced. It’s quite normal to ask how these things benefit from each other. In this post, we’re going to discuss how big data benefits machine learning to help you make an informed decision if you’re interested to step into these fields.

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Prepare For The Future With Machine Learning

Prepare For The Future With Machine Learning

In recent years, machine learning has been one of the most talked about tech topics and is being applied to businesses widely. Put simply, this application of artificial intelligence allows computers to learn and improve without being programmed directly. The revolutionary technology presently forms a highly crucial aspect of countless established, as well as, burgeoning industries. Let’s have a look at the key reasons why you should start preparing now to become a machine learning professional.

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