Page Index - utkaln/machine-learning GitHub Wiki
26 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
- Concepts of Fitness and Regularization
- Decision Tree | Tree Ensemble | XGBoost
- Feature Scaling
- Hyperparameters
- Interesting Datasets
- K Means Clustering
- Life Cycle of Machine Learning
- Linear Regression Basics
- Logistic Regression Basics
- Matrix Multiplication
- Model Evaluation and Selection Steps
- Multiclass Classification with Softmax
- Neural Network Advanced
- Neural Network Basics
- Recommendation System
- Transfer Learning Neural Network