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 Project - Classify Clothes from Fashion MNIST Dataset using Machine Learning Techniques Design & Constructs Big Data Introduction Apache ZooKeeper Hive NoSQL HBase Sqoop Flume Oozie Scala Apache Spark Basics DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Apache Spark - Key Value RDD Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data Spark Project - Log Parsing Graph Processing With Spark Project - Hive - Visualization with Tableau Project - Churn Emails Inbox with Python Getting Started with Git Foundations of Python Project - Predicting Titanic Passenger Survival using Machine Learning and Python Project- Iris Flowers Classification using Deep Learning & Keras 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) Project - Stock Closing Price Prediction using Deep Learning, TensorFlow2 & Keras 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 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 Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset Project- Predicting Noisy Images using KNN Classifier Project- Find the Celebrity who Looks like You using Computer Vision 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 Numpy Getting Started with Pandas ML Prerequisites - Matplotlib End to End Project - Classification (Studio Recorded)

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