machine learning Archives

Unsupervised Learning

Question: What is unsupervised learning? Example “Unsupervised machine learning involves algorithms that are not pre-labeled, like when you need to look at raw data and…

Supervised Learning

Question: What is supervised learning? Example “Supervised machine learning involves algorithms in which the data is pre-labeled for the computer, such as showing a picture…

Machine Learning

Question: What is machine learning? It’s a broadly used term, so think of good examples from your industry. This includes prediction and analysis. Example: Machine…

Recommender System

Question: What are recommender systems? Example “A recommender system is an information filtering system that predicts preferences or ratings for what a user would give.…

Collaborative Filtering

Question: What is collaborative filtering? Example “Collaborative filtering is often used in recommender systems to predict the outcome using others’ ratings, not just the user…

Deep Learning

Question: What do you mean by Deep Learning and why is it popular? Example “Deep learning is a type of machine learning that’s closer to…

Deep Learning Frameworks

Question: What are some deep learning frameworks? Example “Some deep learning frameworks that come to mind are Pytorch, TensorFlow, Microsoft Cognitive Toolkit, Karas, Caffe, and…

Activation Function

Question: What is the role of activation function? Example “The activation function is used to make neural networks capable of understanding non-linearity for learning complex…

Boltzmann Machine

Question: What is a Boltzmann Machine? Example “A Boltzmann Machine discovers features that represent complex regularities in training data, used to optimize weights and quantity…

Artificial Neural Network

Question: What are artificial neural networks? Example “An artificial neural network is a machine learning technique that mimics biological neural network that take changing input…