Page Index - utkaln/machine-learning GitHub Wiki

43 page(s) in this GitHub Wiki:

• Home
• Links to Topics
• Supervised Vs. Unsupervised Learning
• Supervised Learning
• Neural Network - Types of Activation
• Choice of Model (Activation Function)
• Steps of Training Data for Prediction
• Unsupervised Learning
• K-means Cluster Algorithm
• Anomaly Detection
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• Concepts of Fitness and Regularization
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• Decision Tree | Tree Ensemble | XGBoost
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• Feature Scaling
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• Hyperparameters
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• Interesting Datasets
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• K Means Clustering
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• Life Cycle of Machine Learning
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• Linear Regression Basics
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• Logistic Regression Basics
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• Matrix Multiplication
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• Model Evaluation and Selection Steps
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• Multiclass Classification with Softmax
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• Neural Network Advanced
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• Neural Network Basics
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• Recommendation System
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• Transfer Learning Neural Network
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