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Machine Learning Quizzes

Machine Learning Basics (1)
Deep Learning (15)
- DL Architectures (11)
  - Feedforward / MLP (3)
  - Sequence models (3)
  - Transformers (4)
- DL Training & Optimization (3)
Natural Language Processing (3)
Supervised Learning (28)
- Supervised Learning Basics (3)
- Regression (6)
  - Linear Regression (4)
  - Regularization (2)
- Classification (19)
  - Classification Basics (1)
  - Logistic Regression (2)
  - Support Vector Machine (3)
  - Ensemble Learning (8)
  - Other Classification Models (2)
  - Classification evaluations (3)
Unsupervised Learning (13)
- Unsupervised Learning Basics (2)
- Clustering (11)
  - K-Means Clustering (2)
  - Distance Measures (2)
  - Hierarchial Clustering (2)
  - Gaussian Mixture Models (3)
Statistics (2)
Data Preparation (1)

Technical

Supervised Learning Quiz (Easy 1)
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Unsupervised Learning Quiz (Easy)
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Deep Learning Quiz (Beginners)
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Linear Regression Quiz (Easy 1)
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Logistic Regression Quiz (Easy)
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Classification Basics Quiz (Easy)
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Classification evaluations Quiz (Easy)
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Clustering Quiz (Easy)
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Overfitting, Underfitting, Bias-Variance Quiz (Easy)
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DL Training and Optimization Quiz (Easy)
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Deep Learning: Activation Functions Quiz (Easy)
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Naive Bayes Quiz (Easy)
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Large Language Models Quiz (Easy)
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Regularization Quiz (Easy)
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Decision Tree Quiz (Easy)
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Sequence to Sequence Quiz (Easy)
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Expectation-Maximization Quiz (Medium)
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Data Preprocessing Quiz (Easy)
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Clustering Quiz (Medium)
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Transformers Quiz (Hard)
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Distance Measures Quiz (Medium-Hard)
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Gaussian Mixture Models Quiz (Medium)
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Unsupervised Learning Quiz (Medium)
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DL Training and Optimization Quiz (Medium)
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Hierarchial Clustering Quiz (Easy)
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Feedforward Network / Multi-layer Perceptron Quiz (Easy 1)
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Transformers Quiz (Easy)
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Bag of Words Model Quiz (Easy)
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Attention Quiz (Easy)
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K-Means Clustering Quiz (Easy)
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Support Vector Machine Quiz (Easy)
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Large Language Models Quiz (Medium)
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Distance Measures Quiz (Easy)
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Bagging Quiz (Easy)
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Boosting Quiz (Easy)
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Statistics Quiz (Easy 1)
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Sequence to Sequence Quiz (Medium)
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Hierarchial Clustering Quiz (Medium)
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Random Forest Quiz (Easy)
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Feedforward Network / Multi-layer Perceptron Quiz (Easy 2)
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Feedforward Network / Multi-layer Perceptron Quiz (Medium)
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Attention Quiz (Hard)
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Sequence to Sequence Models Quiz (Hard)
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Logistic Regression Quiz (Hard)
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K-Means Clustering Quiz (Medium)
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Decision Tree Quiz (Medium)
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Bagging Quiz (Medium)
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Random Forest Quiz (Medium)
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Boosting Quiz (Medium)
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Support Vector Machine Quiz (Medium)
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Kernel Functions in SVM Quiz (All levels)
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Naive Bayes Quiz (Medium)
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Classification evaluations Quiz (Hard)
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Cross validation quiz (All levels)
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Statistics Quiz (Easy 2)
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Gaussian Mixture Models Quiz (Hard)
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Supervised Learning Quiz (Easy 2)
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Supervised Learning Quiz (Easy 3)
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Linear Regression Quiz (Easy 2)
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Linear Regression Quiz (Medium 1)
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Linear Regression Quiz (Medium 2)
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Regularization Quiz (Hard)
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