machine learning

Machine Learning – 3

Neuron in the brain Input wires: through Dentrite Ouput wire: Axon Neuron doing computations passes signal through axon and accepted by dendrites of other neurons. Artificial Neuron: Neuron Model: Logistic Unit         Read more»

machine learning

Machine Learning – Resources

Front Matter Decision Trees Geometry and Nearest Neighbors The Perceptron Machine Learning in Practice Beyond Binary Classification Linear Models Probabilistic Modeling Neural Networks Kernel Methods Learning Theory Ensemble Methods Efficient Learning Unsupervised Learning Expectation Maximization Semi-Supervised Learning Graphical Models Online Learning Structured Learning Bayesian Learning Back Matter https://github.com/josephmisiti/awesome-machine-learning Read more»

machine learning

Machine Learning – 2

Model Representation: m = no. of training examples x’s = input variable / features y’s = output variable / target variable (x,y) – one training example (xi,  yi) – ith training example Cost Function: Intuition 1: Algorithm: Gradient descent for minimizing J       Read more»

machine learning

Machine Learning – 1

Machine Learning is a field that had grown out of the field of AI, or artificial intelligence. We want to build intelligent machines and it turns out that there are a few basic things that we could program a machine to do such as how to find the shortest path from A to B. But […] Read more»