Mike Gelbart
2.05K subscribers
48:38
[CPSC 340] CNN applications, Deep Learning Software
Mike Gelbart
1K views • 3 years ago
42:41
[CPSC 340] Multi-Dimensional Scaling
Mike Gelbart
2.1K views • 3 years ago
49:53
[CPSC 340] PCA: Training
Mike Gelbart
1.2K views • 3 years ago
50:04
[CPSC 340] PCA: Intuition
Mike Gelbart
1.3K views • 3 years ago
48:50
[CPSC 340] Linear Classifiers: Multi-Class
Mike Gelbart
1.1K views • 3 years ago
49:33
[CPSC 340] L2 Regularization
Mike Gelbart
1.2K views • 3 years ago
47:23
[CPSC 340] Clustering
Mike Gelbart
1.6K views • 3 years ago
51:18
CPSC 330 Lecture 23: model deployment & conclusion
Mike Gelbart
571 views • 3 years ago
1:14:19
CPSC 330 Lecture 17: time series data
Mike Gelbart
979 views • 3 years ago
38:21
CPSC 330 Lecture 22: ethics & responsible use
Mike Gelbart
342 views • 3 years ago
1:06:27
CPSC 330 Lecture 16: outliers
Mike Gelbart
411 views • 3 years ago
1:00:37
CPSC 330 Lecture 9: ensembles
Mike Gelbart
674 views • 3 years ago
13:22
CPSC 330 bonus segment: combing tables
Mike Gelbart
179 views • 3 years ago
1:07:42
CPSC 330 Lecture 11: prediction intervals, feature importances
Mike Gelbart
649 views • 3 years ago
58:14
CPSC 330 Lecture 10: linear regression, scoring metrics for regression
Mike Gelbart
625 views • 3 years ago
57:27
CPSC 330 Lecture 21: credences & visualizations
Mike Gelbart
262 views • 3 years ago
1:13:23
CPSC 330 Lecture 14: distances and neighbours
Mike Gelbart
425 views • 3 years ago
1:13:12
CPSC 330 Lecture 7: imputation, scaling numeric features, `ColumnTransformer`
Mike Gelbart
595 views • 3 years ago
10:32
CPSC 330: Lecture 5 supplement: Bayesian hyperparameter optimization
Mike Gelbart
362 views • 3 years ago
1:04:22
CPSC 330 Lecture 5: pipelines & hyperparameter optimization
Mike Gelbart
884 views • 3 years ago
1:05:29
CPSC 330 Lecture 1: course intro
Mike Gelbart
6.7K views • 3 years ago
1:10:33
CPSC 330 Lecture 19: clustering
Mike Gelbart
468 views • 3 years ago
1:09:15
CPSC 330 Lecture 6: overfitting the validation set & encoding categorical variables
Mike Gelbart
633 views • 3 years ago
1:03:25
CPSC 330 Lecture 4: logistic regression, word counts, `predict_proba`
Mike Gelbart
1.4K views • 3 years ago
1:12:17
CPSC 330 Lecture 13: neural networks & computer vision
Mike Gelbart
575 views • 3 years ago
31:34
CPSC 330 Lecture 12: feature selection
Mike Gelbart
625 views • 3 years ago
53:04
CPSC 330 Lecture 2: decision trees
Mike Gelbart
1.7K views • 3 years ago
1:07:09
CPSC 330 Lecture 8: scoring metrics for classification
Mike Gelbart
562 views • 3 years ago
1:05:10
CPSC 330 Lecture 15: natural language processing
Mike Gelbart
574 views • 3 years ago
1:12:04
CPSC 330 Lecture 18: survival analysis
Mike Gelbart
693 views • 3 years ago
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