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
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
What are data mining applications and how can I learn?
Data mining refers to the process where a large amount of data is analyzed to extract new and hidden information from it, which can then be used to boost business efficiency. In other words, you can say data mining searches for valid, hidden, and potentially useful patterns in large data sets. Since data mining needs multi-disciplinary skills, you’ll have to
How has machine learning and AI changed and continue to change the finance industry?
Artificial intelligence together with its most talked about subcategory machine learning are probably the biggest two factors impacting the entire business world and transforming it. We may not always realize how these technologies are involved in our day-to-day life, but in reality, they’re present in a lot of aspects. In a business context, almost every industry leverages the power of
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
What are the main differences between artificial intelligence and machine learning?
Undeniably, both the terms artificial intelligence and machine learning belong to the most-used buzzwords these days. Almost every tech organization is using these terms when talking about their products or services. Unfortunately, there’re still lots of confusion within the common people about what are these two exactly. Let’s go through the key differences between artificial intelligence and machine learning. Artificial
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
AI and Machine Learning facilitate people’s lives in terms of many aspects
In the tech domain, there is a huge buzz going around the future abilities of AI and machine learning in terms of how they’ll be impacting our lives. These include high-end things like instant machine translation, self-driving cars, just to name a few. However, AI and machine learning are very much present in these days and they are facilitating human
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
How do Natural Language Processing systems work?
Probably you are already aware of the fact that artificial intelligence and machine learning are all around us, from phones to devices and a huge number of things in between. But do you know what is the core technology that enables these devices to perform effectively? It’s natural language processing or NLP. Have you ever come across situations like you’re
What would be the future jobs for data science in terms of artificial intelligence and machine learning?
With the tremendous popularity of data science that shows no signs of slowing down, those looking for future jobs for data science professionals should be ready for some good news. As a humungous 2.5 Quintillion bytes of data gets generated each day, there’s a growing demand for professionals who are capable of organizing this enormous pile of data to offer
Deep Learning and Its 5 Advantages
Over the past few years, you probably have observed the emergence of high-tech concepts like deep learning, as well as its adoption by some giant organizations. It’s quite natural to wonder why deep learning has become the center of the attention of business owners across the globe. In this post, we’ll take a closer look at deep learning and try