Machine Learning for Engineers
1.64K subscribers
8:45
Welcome
Machine Learning for Engineers
3.1K views • 2 years ago
1:32:50
Meta-Learning
Machine Learning for Engineers
3.8K views • 2 years ago
10:43
Lecture 7.4 - Gaussian Processes in practice
Machine Learning for Engineers
2.3K views • 3 years ago
1:02:16
Lecture 7.3 - Gaussian Processes
Machine Learning for Engineers
9.6K views • 3 years ago
17:39
Lecture 7.2 - Naive Bayes and Bayesian Networks
Machine Learning for Engineers
3K views • 3 years ago
17:07
Lecture 7.1 - Bayesian Learning
Machine Learning for Engineers
2.6K views • 3 years ago
46:31
Lecture 10.2 - Word embeddings
Machine Learning for Engineers
936 views • 3 years ago
28:44
Lecture 10.1 - Neural Networks for text - Introduction
Machine Learning for Engineers
937 views • 3 years ago
26:15
Lecture 8.6 - Model selection and regularization
Machine Learning for Engineers
978 views • 3 years ago
35:38
Lecture 8.4 - Neural network optimizers
Machine Learning for Engineers
1.4K views • 3 years ago
22:52
Lecture 8.5 - Neural networks in practice
Machine Learning for Engineers
923 views • 3 years ago
24:07
Lecture 8.3 - Activation functions and weight initialization
Machine Learning for Engineers
1.5K views • 3 years ago
33:31
Lecture 8.2 - Training neural nets
Machine Learning for Engineers
1.1K views • 3 years ago
22:18
Lecture 8.1 - Introduction to neural networks
Machine Learning for Engineers
1.5K views • 3 years ago
28:46
Lecture 6.8 - Handling imbalanced data
Machine Learning for Engineers
2.5K views • 3 years ago
25:32
Lecture 6.7 - Missing value imputation
Machine Learning for Engineers
1.6K views • 3 years ago
45:44
Lecture 6.4 - Automatic Feature Selection
Machine Learning for Engineers
2K views • 3 years ago
14:25
Lecture 6.5 - Automatic Feature Selection in practice
Machine Learning for Engineers
980 views • 3 years ago
9:46
Lecture 6.6 - Feature Engineering
Machine Learning for Engineers
1.2K views • 3 years ago
26:59
Lecture 6.1 - Introduction to data preprocessing
Machine Learning for Engineers
2K views • 3 years ago
19:22
Lecture 6.3 - Preprocessing in practice
Machine Learning for Engineers
1.1K views • 3 years ago
11:35
Lecture 6.2 - Categorical feature encoding
Machine Learning for Engineers
1.1K views • 3 years ago
1:08:35
Lecture 5.2: Ensemble Learning - Part 2
Machine Learning for Engineers
1.2K views • 3 years ago
52:10
Lecture 5.1: Ensemble Learning
Machine Learning for Engineers
1.5K views • 3 years ago
58:37
Lecture 4.2: Model Selection - Part 2
Machine Learning for Engineers
1.5K views • 3 years ago
1:18:05
Lecture 4.1: Model Selection
Machine Learning for Engineers
2.4K views • 3 years ago
1:13:05
Lecture 3: Kernelization
Machine Learning for Engineers
5.3K views • 3 years ago
1:15:04
Lecture 2.3: Linear models for classification
Machine Learning for Engineers
3K views • 3 years ago
1:10:38
Lecture 2.2: Linear models for regression
Machine Learning for Engineers
2.7K views • 3 years ago
17:05
Lecture 2.1 - Mathematical notation and definitions
Machine Learning for Engineers
2.7K views • 3 years ago
Load More