AmberDeep Q-Learning, Part2: Double Deep Q Network, (Double DQN)An introduction and implementation tutorial with python3 and TensorflowApr 26, 20191Apr 26, 20191
AmberZero to One: (Deep) Q-learning, Part1, basic introduction and implementationThis article is a beginning guide for novice.Apr 9, 20194Apr 9, 20194
AmberImplement Neural Network without using deep learning libraries, step by step tutorial, python3Nowadays, Neural Network (NN) is a very powerful model and can be applied to various applications. This article provides a step-by-step…Jan 19, 20192Jan 19, 20192
AmberCoursera’s Machine Learning Notes — Week5, Neural Network — Lost Function, Forward-and-Backward…Notes on Coursera’s Machine Learning course, instructed by Andrew Ng, Adjunct Professor at Stanford University.Jan 19, 20191Jan 19, 20191
AmberCoursera’s Machine Learning Notes – Week4, Non-Linear Hypothesis and Artificial Neural Network…Notes on Coursera’s Machine Learning course, instructed by Andrew Ng, Adjunct Professor at Stanford University.Jan 14, 20192Jan 14, 20192
AmberCoursera’s Machine Learning Notes — Week3, Overfitting and Regularization. PartIINotes on Coursera’s Machine Learning course, instructed by Andrew Ng, Adjunct Professor at Stanford University.Jan 12, 20194Jan 12, 20194
AmberCoursera’s Machine Learning Notes — Week3, Classification Problem, Logistic Regression and…Notes on Coursera’s Machine Learning course, instructed by Andrew Ng, Adjunct Professor at Stanford University.Jan 6, 20192Jan 6, 20192
AmberCoursera’s Machine Learning Notes — Week2, Multivariate Linear Regression, MSE, Gradient Descent…Notes on Coursera’s Machine Learning course, instructed by Andrew Ng, Adjunct Professor at Stanford University.Sep 30, 20182Sep 30, 20182
AmberMachine Learning, NLP: Text-Classification with Amazon review data using Python3, step-by-step…Text-Classification is one of the active topics of research called Natural Language Processing (NLP). This article provides a supervised…Sep 22, 20183Sep 22, 20183
AmberCoursera’s Machine Learning Notes — Week1, IntroductionNotes from Coursera’s Machine Learning course, instructed by Andrew Ng, Adjunct Professor at Stanford University.Aug 3, 20181Aug 3, 20181