The Supervised Learning Workshop

For jobseekers and career change aspirants - including AI and Career Guidance Modules - Learn from Industry Leaders

This book constitutes the thoroughly refereed post-workshop proceedings of the workshops that were held in conjunction with the 23rd Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2019, in Macau, China, in April 2019.

Linear Classifier | SVM | Regularization | Softmax | Gradient Descent | Backpropagation | DNN | Dropout | CNN

Data science skills are in high demand, and you'll finish this program with practical skills needed to land a data science job. You'll build projects designed with our industry partners using real-world data, and by the end of the program you will be able to build machine learning models includng supervised and unsupervised methods; create and run data pipelines; design experiments; build recommendation systems; deploy solutions to the cloud; and more.

This book constitutes the refereed post-conference proceedings of the 8th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2019, held in conjunction with ECML-PKDD 2019 in Würzburg, Germany, in September 2019.

This book contains the extended papers presented at the 3rd Workshop on Supervised and Unsupervised Ensemble Methods