Lab Overview Project - Sentiment Analysis in Hive Support Vector Machines Training Models Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction SQL Tutorial Analytics and Data Sciences Project - Forecast Bike Rentals Design & Constructs Big Data Introduction Apache ZooKeeper Hive NoSQL HBase Sqoop Flume Oozie Apache Spark Basics Machine Learning With Spark Yarn MapReduce Basics HDFS Spark Streaming Spark On Cluster Java Essentials Spark Project - Log Parsing Graph Processing With Spark Project - Hive - Visualization with Tableau Project - Hive - NYSE Project - Churn Emails Inbox with Python Getting Started with Git Foundations of Python Introduction to ML Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Project - Introduction to Transfer Learning (Cat vs Non-cats Project) Convolutional Neural Networks Artificial Neural Networks - MCQs Loading and Preprocessing Data with TensorFlow Project - Introduction to Neural Style Transfer using Deep Learning & TensorFlow 2 (Art Generation Project) Project - How to Build a Neural Network for Image Classification with TensorFlow Project - Training from Scratch vs Transfer Learning Project - Working with Custom Loss Function Project - How to Build a Sentiment Classifier using Python and IMDB Reviews Project - Autoencoders for MNIST Fashion 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 - How to Deploy an Image Classification Model using Flask Course Overview Classification Artificial Neural Networks Git Version Control (Basic to Advanced) Getting Started with Numpy Getting Started with Pandas ML Prerequisites - Matplotlib End to End Project - Classification (Studio Recorded)