Machine Learning and Big Data Analytics Workspace Vital Folders and Work Transformers Transformers (Encoder-Decoder Architecture from Scratch for Neural Machine Translation Decoders for chatbot applications - foundation notebooks Encoders Sequence Models for Timeseries and Text analytics - Including from scratch recurrent network implementations with layer norm Classical ML for Distributed Data Systems with Apache Spark More Classical ML Methods and Techniques, Ensemble Learning, Talking about ensemble learning, xgboost, Unsupervised Learning, Timeseries clustering and General Clustering Time series anomaly detection and sarima forecasting