###Basic ML Exercises

• [Comparing Runtime and Performance of Different Classifiers] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Classifier_Comparison)
• [Visualizing Document Similarity] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Document_Similarity)
• [Exploratory Data Analysis on Forbes 2000 Dataset] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Exploratory_Data_Analysis)
• [Comparing Feature Selection Metrics] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Feature_Selection)
• [Simple Genetic Algorithms] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Genetic_Algorithm)
• [Basic Image Classification Techniques] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Image_Classification)
• [Best K for K-Means Clustering] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Kmeans_Clustering)
• [Markov Chain Monte Carlo for Decoding Text Ciphers] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Markov_Chain_Monte_Carlo)
• [Visualizing Neural Network Training Process] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Neural_Networks)
• [Monte Carlo Search for Quantum Tic Tac Toe] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Quantum_Tic_Tac_Toe)
• [Recommendation System for Movies] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Recommendation_System)
• [Comparing L1 and L2 Regularization] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Regularization_Comparison)
• [Reinforcement Q-Learning for a Cat and Mouse Game] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Reinforcement_Learning)
• [Sentiment Analysis of Amazon Reviews] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Sentiment_Analysis)
• [Simple Regression of Web Traffic Data] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Sentiment_Analysis)
• [Email Spam Detection] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Spam_Detection)
• [Topic Modeling of Forum Posts] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Topic_Modeling)
• [Visualizing Word2Vec] (https://github.com/iamshang1/Projects/tree/master/Basic_ML/Word2Vec)

###Advanced ML Exercises

• [Comparing Techniques to Improve Deep Learning Performance] (https://github.com/iamshang1/Projects/tree/master/Advanced_ML/Deep_Learning)
• [Finding Dory in Movie Stills] (https://github.com/iamshang1/Projects/tree/master/Advanced_ML/Finding_Dory)
• [Human Activity Recognition] (https://github.com/iamshang1/Projects/tree/master/Advanced_ML/Human_Activity_Recognition)
• [Image Classification on CIFAR-10] (https://github.com/iamshang1/Projects/tree/master/Advanced_ML/Image_Classification)
• [Using LSTMs to create a Language Model of Hitchhiker's Guide to the Galaxy] (https://github.com/iamshang1/Projects/tree/master/Advanced_ML/Language_Modeling)
• [Automated Neuron Detection in Calcium Imaging Data] (https://github.com/iamshang1/Projects/tree/master/Advanced_ML/Neuron_Detection)

###Distributed ML Exercises

• [Multi-GPU Image Classification in TensorFlow] (https://github.com/iamshang1/Projects/tree/master/Distributed_ML/Image_Recognition)
• [Malware Classification on Apache Spark] (https://github.com/iamshang1/Projects/tree/master/Distributed_ML/Malware_Classification)
• [Document Classification on Apache Spark] (https://github.com/iamshang1/Projects/tree/master/Distributed_ML/Text_Classification)