Lab Overview Project - Sentiment Analysis in Hive Support Vector Machines Training Models Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction Big Data Introduction Apache ZooKeeper NoSQL HBase Sqoop Flume Oozie DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data Spark Project - Log Parsing Project - Churn Emails Inbox with Python Project - Predicting Titanic Passenger Survival using Machine Learning and Python Introduction to ML Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Convolutional Neural Networks Artificial Neural Networks - MCQs Training Deep Neural Networks Custom Models and Training with TensorFlow Loading and Preprocessing Data with TensorFlow Natural Language Processing - MCQs Reinforcement Learning Reinforcement Learning - MCQs Project - Credit Card Fraud Detection using Machine Learning What's Next? Project - Image Classification with Pre-trained Keras models Project - Mask R-CNN with OpenCV for Object Detection End-to-End ML Project - California Housing Project- Predicting Noisy Images using KNN Classifier Natural Language Processing Classification Artificial Neural Networks Processing Sequences with RNNs and CNNs Autoencoders and GANs Session Recordings - Machine Learning and AI Git Version Control (Basic to Advanced) Getting Started with Pandas