1:16:01 Applied ML 2020 - 19 - Keras and Convolutional neural nets Andreas Mueller 2.4K views - 5 years ago
1:03:05 Applied ML 2020 - 17 - Word vectors and document embeddings Andreas Mueller 2.9K views - 5 years ago
1:25:39 Applied ML 2020 - 12 - AutoML (plus some feature selection) Andreas Mueller 3.9K views - 6 years ago
1:15:15 Applied ML 2020 - 11 - Model Inspection and Feature Selection Andreas Mueller 5.1K views - 6 years ago
1:16:14 Applied ML 2020 - 10 - Calibration, Imbalanced data Andreas Mueller 18.9K views - 6 years ago
1:07:58 Applied ML 2020 - 07 - Decision Trees and Random Forests Andreas Mueller 7.2K views - 6 years ago
1:07:50 Applied ML 2020 - 06 - Linear Models for Classification Andreas Mueller 6.5K views - 6 years ago
1:12:00 Applied ML 2020 - 03 Supervised learning and model validation Andreas Mueller 14.7K views - 6 years ago
52:18 Applied Machine Learning 2019 - Lecture 25 - Recommender Systems (Nicolas Hug) Andreas Mueller 2.2K views - 6 years ago
1:18:07 Applied Machine Learning 2019 - Lecture 24 - Recap and summary Andreas Mueller 1K views - 6 years ago
1:08:57 Applied Machine Learning 2019 - Lecture 23 - Basics of Time Series Andreas Mueller 3.5K views - 6 years ago
1:15:04 Applied Machine Learning 2019 - Lecture 22 - Advanced Neural Networks Andreas Mueller 1.5K views - 6 years ago
1:16:57 Applied Machine Learning 2019 - Lecture 21 - Keras and Convolutional Neural Networks Andreas Mueller 1.5K views - 6 years ago
1:06:42 Applied Machine Learning 2019 - Lecture 20 - Neural Networks Andreas Mueller 1.6K views - 6 years ago
1:16:53 Applied Machine Learning 2019 - Lecture 19 - Word embeddings Andreas Mueller 1.7K views - 6 years ago
1:18:24 Applied Machine Learning 2019 - Lecture 18 - Topic Models Andreas Mueller 1.8K views - 6 years ago
1:16:45 Applied Machine Learning 2019 - Lecture 17 - Introduction to text data Andreas Mueller 1.7K views - 6 years ago
1:04:24 Applied Machine Learning 2019 - Lecture 16 - NMF; Outlier detection Andreas Mueller 4.4K views - 6 years ago
1:09:32 Applied Machine Learning 2019 - Lecture 15 - Clustering and Mixture models Andreas Mueller 2.6K views - 7 years ago
1:15:24 Applied Machine Learning 2019 - Lecture 14 - Dimensionality Reduction Andreas Mueller 3.4K views - 7 years ago
1:22:07 Applied Machine Learning 2019 - Lecture 13 - Parameter Selection and Automatic Machine Learning Andreas Mueller 4.9K views - 7 years ago
1:17:05 Applied Machine Learning 2019 - Lecture 12 - Model Interpretration and Feature Selection Andreas Mueller 4.7K views - 7 years ago
1:03:48 Applied Machine Learning 2019 - Lecture 11 - Imbalanced data Andreas Mueller 5.3K views - 7 years ago
1:15:23 Applied Machine Learning 2019 - Lecture 10 - Model Evaluation Andreas Mueller 5.5K views - 7 years ago
1:16:22 Applied Machine Learning 2019 - Lecture 09 - Gradient boosting; Calibration Andreas Mueller 7K views - 7 years ago
1:18:29 Applied Machine Learning 2019 - Lecture 08 - Trees, Forests and Ensembles Andreas Mueller 4.6K views - 7 years ago
1:17:39 Applied Machine Learning 2019 - Lecture 07 - Linear Models for Classifications, SVMs Andreas Mueller 4.8K views - 7 years ago
1:15:59 Applied Machine Learning 2019 - Lecture 06 - Linear Models for Regression Andreas Mueller 5.1K views - 7 years ago
1:17:08 Applied Machine Learning 2019 - Lecture 05 - Preprocessing Andreas Mueller 9.9K views - 7 years ago
1:17:55 Applied Machine Learning 2019 - Lecture 04 - Introduction to supervised learning Andreas Mueller 7.5K views - 7 years ago
1:17:12 Applied Machine Learning 2019 - Lecture 03 - Visualization and Matplotlib Andreas Mueller 6.7K views - 7 years ago
1:14:41 Applied Machine Learning 2019 - Lecture 02 - Version control and Testing Andreas Mueller 8.9K views - 7 years ago
1:23:21 Applied Machine Learning 2019 - Lecture 01 - Introduction to Machine Learning Andreas Mueller 40K views - 7 years ago