Big Data Introduction Apache ZooKeeper Yarn HDFS - Hadoop Distributed File System Course Overview Lab Overview Project - Sentiment Analysis in Hive Introduction to ML Reinforcement Learning Classification End-to-End Project- Self contained Artificial Neural Network Training Deep Neural Nets Recurrent Neural Networks Dimensionality Reduction Project - Cats classifier Analytics and Data Sciences The underpinnings of ML Challenges in Machine Learning Project Unsupervised Machine Learning Design & Constructs Machine Learning Prerequisites (Numpy) Project - Deploy Machine Learning models to production Pandas for Machine Learning Introduction to DevOps and it's tools Big Data Introduction Yarn HDFS Hive - Project NumPy for Machine Learning Project - Deploy Machine Learning models to production Introduction to ML Pandas for Machine Learning Reinforcement Learning Classification Unsupervised Machine Learning Project - End-to-End Project Artificial Neural Network Training Deep Neural Nets Recurrent Neural Networks Dimensionality Reduction Project - Cats classifier Linux Basics Python Project - Churn Emails Project - Churn Emails Inbox with Python Git Version Control (Advanced Git Topics) Getting Started with Git Foundations of Python Project - Noise removal from images Foundations of Python Artificial Neural Networks - MCQs Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python Data Visualization with Matplotlib Project- Iris Flowers Classification using Deep Learning & Keras Course Overview Doubt Session Recordings End-to-End Project Introduction to ML Classification ML Algorithms Artificial Neural Networks Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Training Deep Neural Networks Project - Stock Closing Price Prediction using Deep Learning, TensorFlow2 & Keras ML Algorithms - MCQs Custom Models and Training with Tensorflow Loading and Preprocessing Data with TensorFlow Project - Credit Card Fraud Detection using Machine Learning Convolutional Neural Network Project - Introduction to Neural Style Transfer using Deep Learning & TensorFlow 2 (Art Generation Project) Processing Sequences with RNNs and CNNs Project - Training from Scratch vs Transfer Learning Project - Working with Custom Loss Function What's Next? End-to-End ML Project - California Housing Project - How to Deploy an Image Classification Model using Flask References Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset Project - Image Classification with Pre-trained InceptionV3 Network Natural Language Processing Autoencoders and GANs Reinforcement Learning

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