Lab Overview Project - Sentiment Analysis in Hive Support Vector Machines Training Models Decision Trees Ensemble Learning and XGBoost Dimensionality Reduction SQL Tutorial Introduction to AI and Machine Learning Machine Learning Process The underpinnings of ML Unsupervised Machine Learning Generalized AI and Real Life Large Projects Design & Constructs Big Data Introduction Project - Churn Emails Inbox with Python Project- Iris Flowers Classification using Deep Learning & Keras Introduction to ML 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 Project - How to Build a Neural Network for Image Classification with TensorFlow End-to-End ML Project - California Housing Open CV 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 Git Version Control (Basic to Advanced) Getting Started with Numpy Getting Started with Pandas Training Models MCQs Support Vector Machines MCQs Decision Trees MCQs Ensemble Learning and XGBoost MCQs

Python, ML Prerequisites & Project