ADVANCED MACHINE LEARNING

Decision Tree
Decision Tree Decision Tree Analysis is a general, predictive modelling tool that has applications spanning a number of different areas. In general, decis...
Thu, 18 Jul, 2019 at 10:27 AM
Ensemble methods / Random forest
Ensemble method,stacking,Boosting,bagging In this topic you will the basic understanding of ensemble learning why we used it. https://blog.statsbot.co/e...
Thu, 18 Jul, 2019 at 10:44 AM
Gradient Boosting Machines
Gradient Boosting In this topic you will get an understanding of how to build a gradient boosting algorithm from scratch. https://medium.com/mlreview/gra...
Thu, 18 Jul, 2019 at 10:46 AM
Clustering
K-means clustering, Hierarchical Clustering In this topic you will get to know the various types of clustering algorithm. https://towardsdatascience.com/...
Thu, 18 Jul, 2019 at 10:48 AM
Challenges in Machine Learning
Overfitting, Underfitting, imbalanced data In this topic you will understand, how to deal with the imbalanced dataset and its various techniques. https:/...
Thu, 18 Jul, 2019 at 10:50 AM
Support Vector Machines
In this topic you will understand a basic introduction of SVM. https://medium.com/machine-learning-101/chapter-2-svm-support-vector-machine-theory-f0812ef...
Thu, 18 Jul, 2019 at 10:52 AM