Instructional Material
Cluster Analysis and Unsupervised Machine Learning in Python
Cluster analysis is a staple of unsupervised machine learning and data science. It is very useful for data mining and big data because it automatically finds patterns in the data, without the need for labels, unlike supervised machine learning. In a real-world environment, you can imagine that a robot or an artificial intelligence won't always have access to the optimal answer, or maybe there isn't an optimal correct answer. You'd want that robot to be able to explore the world on its own, and learn things just by looking for patterns. Do you ever wonder how we get the data that we use in our supervised machine learning algorithms?
10 Artificial Intelligence Courses for Healthcare Professionals
Artificial intelligence has successfully presented itself as a significant driver of healthcare transformation leading the industry to a revamped landscape. Ever since the pandemic began, AI-powered applications have exhibited a high level of competence as compared to conventional healthcare technologies. The advantages of artificial intelligence are spread across various fields of healthcare starting from inventory management to striking off inequalities. For healthcare professionals, it has become a fundamental subject to know how AI in healthcare is operated. Therefore, here are some artificial intelligence courses that will imbibe the knowledge of AI in healthcare in healthcare professionals.
Artificial Intelligence Masterclass
Today, we are bringing you the king of our AI courses...: Are you keen on Artificial Intelligence? Do want to learn to build the most powerful AI model developed so far and even play against it? Then Artificial Intelligence Masterclass course is the right choice for you. This ultimate AI toolbox is all you need to nail it down with ease. You will get 10 hours step by step guide and the full roadmap which will help you build your own Hybrid AI Model from scratch.
Machine Learning Practical: 6 Real-World Applications
So you know the theory of Machine Learning and know how to create your first algorithms. There are tons of courses out there about the underlying theory of Machine Learning which don't go any deeper – into the applications. This course is not one of them. Are you ready to apply all of the theory and knowledge to real life Machine Learning challenges? We gathered best industry professionals with tons of completed projects behind.
The Complete Neural Networks Bootcamp: Theory, Applications
In this section, we will introduce the deep learning framework we'll be using through this course, which is PyTorch. We will show you how to install it, how it works and why it's special, and then we will code some PyTorch tensors and show you some operations on tensors, as well as show you Autograd in code!