Your plan
starts here.
Boston Housing Dataset
Supervised Learning
- Data Visualization
- Linear Models
- Regularized Models
- Statistical Insights
- Model Interpretation
- Feature Selection
- Best Model Selection
- Model Evaluation
Titanic Drowning Dataset
Clasification
- Data Visualization
- Logistic Regression
- Regularized Models
- Statistical Insights
- Model Interpretation
- Feature Selection
- Best Model Selection
- Model Evaluation
Digit Recognition Dataset
Supervised Learning
- Data Visualization
- Deep Neural Networks
- Regularized Models
- Hyperparameter Tuning
- Model Interpretation
- Feature Selection
- Best Model Selection
- Model Evaluation
Insurance in Sweden Dataset
Supervised Learning
- Data Visualization
- Generalized Linear Models
- Regularized Models
- Hyperparameter Tuning
- Model Interpretation
- Feature Selection
- Best Model Selection
- Model Evaluation
Iris Flower Pattern Dataset
Supervised Learning
- Data Visualization
- Decision Tree
- Random Forest
- Regularized Models
- Hyperparameter Tuning
- Model Interpretation
- Feature Selection
- Best Model Selection
- Model Evaluation
Mauna Loa CO2 Dataset
Supervised Learning
- Data Visualization
- Spline Regression
- Polynomial Regression
- Regularized Models
- Hyperparameter Tuning
- Model Interpretation
- Feature Selection
- Best Model Selection
- Model Evaluation
Wisconsin Breast Cancer Dataset
Supervised Learning
- Data Visualization
- Bagging Models
- Boosting Models
- Regularized Models
- Hyperparameter Tuning
- Model Interpretation
- Feature Selection
- Best Model Selection
- Model Evaluation
Italy's Tasty Wine Dataset
Supervised Learning
- Data Visualization
- Discriminant Analysis
- Naive Bayes
- Regularized Models
- Hyperparameter Tuning
- Model Interpretation
- Feature Selection
- Best Model Selection
- Model Evaluation
UCI Handwritten Dataset
Supervised Learning
- Data Visualization
- Support Vector Machine
- K Nearest Neighbours
- Regularized Models
- Hyperparameter Tuning
- Model Interpretation
- Feature Selection
- Best Model Selection
- Model Evaluation
United States Census Dataset
Unsupervised Learning
- Data Visualization
- Principal Component Analysis
- K Nearest Neighbours
- Optimal Number of Clusters
Mall People Visit Dataset
Unsupervised Learning
- Data Visualization
- Hierarchical Clustering
- Gaussian Mixture Clustering
- Optimal Number of Clusters
CIFAR-10 Image Dataset
Supervised Learning
- Data Visualization
- Convolutional Neural Networks
- Regularized Models
- Hyperparameter Tuning
- Model Interpretation
- Feature Selection
- Best Model Selection
- Model Evaluation
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