Hussain Mujtaba
Hussain is a computer science engineer who specializes in the field of Machine Learning. He is a freelance programmer and fancies trekking, swimming, and cooking in his spare time.
Ensemble learning with Stacking and Blending
What is ensemble learning?What is stacking (Stacked Generalization)Stacking with Scikit-learnWhat is Blending in ensemble learning What is ensemble learning? A common practice nowadays is to...
Introduction to Generative Adversarial Networks (GANs)
Supervised vs Unsupervised learningWhat are Generative Models?What are GANs?Where are GANs used?Tips for training GANsGenerating MNIST Handwritten Digit Supervised vs Unsupervised Learning In Supervised Learning,...
Batch Normalisation — Speed up Neural Network Training
What is Normalisation?How does Normalisation help?What is Batch Normalisation?Why do we use batch normalisation?Regularisation with batch normalisationImplementation using Keras What is Normalisation? Normalisation is a...
Understanding the Ensemble method Bagging and Boosting
Bias and Variance Ensemble MethodsBaggingBoostingBagging vs BoostingImplementation Bias and Variance For the same set of data, different algorithms behave differently. For example, if we want to...
Part of Speech (POS) tagging with Hidden Markov Model
What is POS tagging?Techniques for POS taggingPOS tagging with Hidden Markov ModelOptimizing HMM with Viterbi Algorithm Implementation using Python What is Part of Speech (POS) tagging?
