Linux Basics Big Data Introduction Apache ZooKeeper NoSQL HBase Sqoop Scala Apache Spark Basics MapReduce Basics HDFS - Hadoop Distributed File System Lab Overview Spark Streaming Java Essentials Spark Project - Log Parsing Graph Processing With Spark Design & Constructs Machine Learning Prerequisites (Numpy) Pandas for Machine Learning Project - Churn Emails Inbox with Python Foundations of Python Artificial Neural Networks - MCQs Project - Introduction to Transfer Learning (Cat vs Non-cats Project) Project - Stock Closing Price Prediction using Deep Learning, TensorFlow2 & Keras Convolutional Neural Networks 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 - 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 Project - Image Classification with Pre-trained Keras models Project - Mask R-CNN with OpenCV for Object Detection End-to-End ML Project - California Housing Introduction to ML Classification Processing Sequences with RNNs and CNNs Natural Language Processing Autoencoders and GANs End-to-End Machine Learning Project Building Realtime Analytics Dashboard using Apache Spark Artificial Neural Network Machine Learning Algorithms Training Models MCQs Support Vector Machines MCQs Decision Trees MCQs Ensemble Learning and XGBoost MCQs

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