Tag: CPSC340

38 items with this tag.

Dec 08, 2022
Fundamental Tradeoff
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- CPSC340
Dec 07, 2022
Autoencoders
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- CPSC340
Dec 07, 2022
LSTM
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- CPSC340
Dec 07, 2022
Generative Models
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- CPSC340
Dec 03, 2022
Automatic Differentiation (AD)
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- CPSC340
Nov 23, 2022
XGBoost
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- CPSC340
Nov 23, 2022
Latent-Factor Models
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- CPSC340
Nov 23, 2022
Maximum a Posteriori (MAP) Estimation
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- CPSC340
Nov 23, 2022
Maximum Likelihood Estimation (MLE)
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- CPSC340
Nov 03, 2022
Change of basis
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- CPSC340
Nov 03, 2022
Convolutional Neural Networks
Oct 28, 2022
Support Vector Machine
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- CPSC340
Oct 28, 2022
Binary Classification
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- CPSC340
Oct 28, 2022
Multi-class Classification
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- CPSC340
Oct 28, 2022
Probabilistic Classifier
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- CPSC340
Oct 21, 2022
Gaussian RBFs
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- CPSC340
Oct 21, 2022
Hyper-parameter Optimization
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- CPSC340
Oct 19, 2022
Regularization
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- CPSC340
Oct 18, 2022
Feature Selection
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- CPSC340
Oct 12, 2022
Gradient descent
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- CPSC340
Oct 05, 2022
Linear Regression
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- CPSC340
Oct 03, 2022
Outlier detection
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- CPSC340
Sep 28, 2022
K-means
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- CPSC340
Sep 28, 2022
Density-based clustering
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- CPSC340
Sep 28, 2022
Hierarchical Clustering
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- CPSC340
Sep 26, 2022
Clustering
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- CPSC340
Sep 26, 2022
Unsupervised learning
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- CPSC340
Sep 23, 2022
Curse of Dimensionality
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- CPSC340
Sep 23, 2022
Ensemble method
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- CPSC340
Sep 23, 2022
k-Nearest Neighbours (KNN)
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- CPSC340
Sep 23, 2022
Random Forest
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- CPSC340
Sep 19, 2022
Naive Bayes
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- CPSC340
Sep 19, 2022
No Free Lunch Theorem
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- CPSC340
Sep 12, 2022
Decision Tree
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- CPSC340
Sep 11, 2022
Linear Algebra
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- CPSC340
Sep 09, 2022
Exploratory data analysis (EDA)
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- CPSC340
Sep 09, 2022
Supervised learning
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- CPSC340
Jul 02, 2021
Machine Learning
- sapling
- CPSC340