PATTERN-RECOGNITION-NEURAL-NETWORKS-AND-DEEP-LEARNING

Code used for the Pattern Recognition, Neural Networks and Deep Learning Module: Discriminant Functions, Neural Networks (Perceptron, Multilayer Perceptron, Deep Discriminative NN (CNNs), Deep Generative NN (GANs)), Feature Engineering, Selection and Extraction (PCA, Whitening, LDA, ICA, Random Projections, Sparse Coding), Support Vector Machines (linear, non-linear, and multi-class), Ensemble Models (Bagging, Boosting, AdaBoost, Random Forest), Clustering

BIG-DATA-TECHNOLOGIES

Code used for the Big Data Technologies Module: Data Connectors (Apache Sqoop and Apache Flume), MapReduce, NoSQL (MongoDB), Apache Spark, Apache Spark SQL, Hive, Data Streams