Introduction to ML Support Vector Machines Decision Trees Hands On with TensorFlow Artificial Neural Network Training Deep Neural Nets Dimensionality Reduction Project - Deploy Machine Learning models to production Project - Building Spam Classifier Project - Predicting Titanic Passenger Survival using Machine Learning and Python Linux Basics Big Data Introduction Apache ZooKeeper NoSQL HBase Sqoop Flume Oozie Scala DataFrames, Spark SQL, R Machine Learning With Spark Yarn MapReduce Basics HDFS Course Overview Lab Overview Hive - Project Spark Streaming Spark On Cluster Adv Spark Programming Java Essentials Spark Project - Log Parsing Graph Processing With Spark Hive The underpinnings of ML Challenges in Machine Learning Project Design & Constructs Getting Started with Git Artificial Neural Networks - MCQs 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 Convolutional Neural Network Processing Sequences with RNNs and CNNs Natural Language Processing Autoencoders and GANs Reinforcement Learning Introduction to DevOps and it's tools Git Version Control (Advanced Git Topics) Terraform Monitoring tools - Graffana and Prometheus Docker MCQs Training Deep Neural Networks Introduction to Artificial Intelligence, Machine Learning and Deep Learning Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset Git Version Control (Basic to Advanced) Machine Learning With Spark

2022