Big Data Introduction Apache ZooKeeper MapReduce Programming Pig & Pig Latin NoSQL HBase Sqoop Flume Oozie Scala Project - Writing Spark Applications DataFrames, Spark SQL, R Yarn MapReduce Basics Lab Overview Project - Sentiment Analysis in Hive Spark Streaming Spark On Cluster Adv Spark Programming Loading and Saving Data Java Essentials Project - Hive - Visualization with Tableau Project - Hive - NYSE Hive Introduction to ML Support Vector Machines Training Models Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction Machine Learning Prerequisites (Numpy) Project - Churn Emails Inbox with Python Foundations of Python Project - Predicting Titanic Passenger Survival using Machine Learning and Python End-to-End ML Project - California Housing End-to-End ML Project- Beginner friendly Project - Image Classification with Pre-trained InceptionV3 Network Introduction to AI and Machine Learning Machine Learning Process Analytics and Data Sciences The underpinnings of ML Challenges in Machine Learning Project Unsupervised Machine Learning Generalized AI and Real Life Large Projects End to End Project - Classification Design & Constructs Git Version Control (Advanced Git Topics) Getting Started with Git Project - Building Cat vs Non-Cat Image Classifier using NumPy and ANN Project - Credit Card Fraud Detection using Machine Learning Project - Introduction to Neural Style Transfer using Deep Learning & TensorFlow 2 (Art Generation Project) Project - Hive - Visualization Project - Hive - NYSE Project - Introduction to Transfer Learning (Cat vs Non-cats Project) Convolutional Neural Networks Training Deep Neural Networks Custom Models and Training with TensorFlow Loading and Preprocessing Data with TensorFlow 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 - Image Classification with Pre-trained Keras models Project - Mask R-CNN with OpenCV for Object Detection Project - Building a CNN Classifier using TensorFlow 2 for MNIST Fashion Dataset Git Version Control (Basic to Advanced) Project - Stock Closing Price Prediction using Deep Learning, TensorFlow2 & Keras Project - How to Build a Sentiment Classifier using Python and IMDB Reviews Convolutional Neural Network for NLP Specialization Artificial Neural Networks - MCQs Artificial Neural Networks Getting Started with Numpy End to End Project - Regression (Studio Recorded) End to End Project - Classification (Studio Recorded) Project- Find the Celebrity who Looks like You using Computer Vision Project - Building a RAG Chatbot from Your Website Data using OpenAI and Langchain Text to SQL: Building an LLM-Powered Analytics Dashboard for Your Company Sentiment Analysis Using Large Language Models Introduction to Generative AI

ML