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Churn-Predictions-Telecom-Customer
Churn-Predictions-Telecom-Customer PublicDeveloped a churn prediction classification model using various techniques including: EDA, Decision trees, Naive Bayes, AdaBoost, MLP, Bagging, RF, KNN, logistic regression, SVM, Hyperparameter tun…
Jupyter Notebook 3
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Movies-Recommendation-Hybrid-System
Movies-Recommendation-Hybrid-System PublicDeveloped a Hybrid movies recommendation system, using various techniques including: Collaborative Filtering, Content-Based Filtering, Singular Value Decomposition, Min-Max Normalization, Cosine Si…
Jupyter Notebook 2
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CS513_Knowledge-Discovery-Data-Mining
CS513_Knowledge-Discovery-Data-Mining PublicLearned techniques and tools for Knowledge Discovery and Data Mining: R, RStudio, Classification Models
R
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CS556_Mathematical-Foundations-Machine-Learning
CS556_Mathematical-Foundations-Machine-Learning PublicLearned the fundamentals of mathematic and some techniques in machine learning: Linear Algebra, Calculus, Probability, Linear Regression, Support Vector Machine
Jupyter Notebook 2
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CS559_Machine-Learning-Fundamentals-Applications
CS559_Machine-Learning-Fundamentals-Applications PublicLearned the fundamentals and applications in ML: Intro to Prob. & Linear algebra, Decision Theory, MLE & BE, Linear Model, Linear Discriminant function, Perceptron, FLD, PCA, Non-parametric Learnin…
Jupyter Notebook
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CS584_Natural-Language-Processing
CS584_Natural-Language-Processing PublicLearned knowledge and techniques in Natural Language Processing and also related tools: Python, Pytorch, Jupyter Notebook, Google Colab, RNN, CNN, Reinforcement Learning, LSTM, Language Modeling
Jupyter Notebook 1
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