An Introduction to Machine Learning
Machine learning is revolutionizing the world. Amazon uses it to recommend products. Netflix uses it to recommend new content to a user. Its uses for preventing online fraud detection are becoming...
View ArticleClik here to view.
Generalization and Overfitting
This week I’ll be discussing generalization and overfitting, two important and closely related topics in the field of machine learning. However, before I elaborate on generalization and overfitting, it...
View ArticleAccessing Data and Creating a Dataset
This week, I will explore data preparation and dataset creation and issues. Data is the blood of the model. Without it, the model cannot learn and make predictions. I will discuss the specifics of...
View ArticleClik here to view.
Neural Networks
This week I will discuss the first machine learning model in this series of blog posts, neural networks. When you google the definition of a neural network, google will respond with “a computer system...
View ArticleClik here to view.
Deep Neural Networks
Last week, I introduced artificial neural networks. For this week’s blog post, I will be discussing deep neural networks, which are closely related to artificial neural networks. If you haven’t read...
View ArticleConvolutional Neural Networks
Two weeks ago, I introduced artificial neural networks. For this week’s blog post, I will be discussing convolutional neural networks. Like deep neural networks, as discussed in last week’s blog post,...
View ArticleIn Conclusion…
This week I’ll be concluding this series of machine learning blog posts. Machine learning is quickly growing field in computer science. It has applications in nearly every other field of study and is...
View Article
