Introduction Machine learning is a powerful tool that can help you gain insights about your customers. But what exactly is machine learning? How does it work? And how can you use it in your business? In this article, we’re unpacking the definition of machine learning and explaining some of its […]
Machine Learning
Top Ten Visual Applications Of Machine Learning
Introduction Machine learning is a branch of artificial intelligence that gives computers the ability to learn without being programmed. Machine learning algorithms use data from past experience to predict or infer future behavior or outcomes. It’s an incredibly powerful tool, and it’s also incredibly useful—so much so that many businesses […]
How Supervised Learning Techniques Enable A Robot To Navigate It’s Environment
Introduction The field of artificial intelligence is growing at an exponential rate, but it’s not enough to just rely on the techniques that are already established. We need to think outside the box and develop new ways of training our robots and AI algorithms. This post will explain how supervised […]
I’ve Started A New Youtube Channel All About Data
Introduction Data is everywhere. Whether you’re using a phone or laptop, browsing social media or shopping online, chances are that if you’re reading this then there’s some data involved in how you got here. And yet there are still so many people out there who don’t understand what data is […]
The Definitive Introduction To Reinforcement Learning
Introduction Reinforcement learning is a field of machine learning that’s concerned with how software and robots can learn to modify their behavior in order to maximize some kind of reward. The “reinforcement” part of it comes from the idea that the robot learns by trying different things and receiving feedback […]
A Machine Learning Approach to Uncover Hidden Relationships in Data
Introduction Machine learning is a technique for creating algorithms that can learn from data. This post will introduce you to the fundamentals of machine learning, giving you an overview of how it works and why it’s so useful. After this post, you’ll be able to: Describe the difference between supervised […]
Supervised Learning in the Real World
Introduction If you’re new to machine learning, you might think that it’s a concept reserved for the world of science fiction and fantasy. In reality, machine learning is used every day by businesses around the world and is becoming increasingly important as we move towards a more data-driven society. If […]
Can Reinforcement Learning Help Teach My Ai To Play?
Introduction Reinforcement learning is a machine learning method that gives an artificial intelligence the ability to learn from the consequences of its actions. The AI can then use this feedback to improve its performance in whatever task it’s trying to master. Reinforcement learning can be used in a variety of […]
Reinforcement Learning Explained For Humans
Introduction The most common way to think about reinforcement learning is that it’s a type of machine learning technique where an agent learns how to act in some environment. This could be something like learning to play Atari games or controlling robots. But Reinforcement Learning is different from other forms […]
What is Supervised Learning?
Introduction Supervised learning is a type of machine learning in which the algorithm learns by example. In supervised learning, data with known outputs (labels) is used to train the model. It’s called supervised because there are labels provided for each pattern in the training data that allow us to make […]