/Intel-AI-Academy

Machine Learning course provided by Nervana AI Academy

Primary LanguageJupyter Notebook

This is the Machine Learning course provided by Intel AI Developer Program The couse includes 12 classes as below: Class 1 : Introduction to Machine Learning and Toolkit Class 2 : Introduction to Supervised Learning and K Nearest Neighbors Class 3 : Train Test Splits Validation Linear Regression Class 4 : Regularization and Gradient Descent Class 5 : Logistic Regression and Classification Error Metrics Class 6 : Naive Bayes Class 7 : SVM and Kernels Class 8 : Decision Trees Class 9 : Bagging Class 10: Boosting and Stacking Class 11: Intro to Unsupervised Learning Class 12: Dimensionality Reduction