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[ CourseWikia.com ] Applied Machine Learning - Feature Engineering (2024)
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[ CourseWikia.com ] Applied Machine Learning - Feature Engineering (2024)
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种子哈希:
14c5a8eb3130da9077819cb63ee2e5509a9be032
文件大小:
254.61M
已经下载:
1037
次
下载速度:
极快
收录时间:
2024-04-29
最近下载:
2025-10-05
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文件列表
~Get Your Files Here !/05 - 4. Temporal Features/04 - Solution Temporal features.mp4
22.4 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/01 - One hot encoding.mp4
21.5 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/01 - Importance and weights.mp4
20.9 MB
~Get Your Files Here !/04 - 3. Feature Extraction/03 - TFIDF.mp4
16.8 MB
~Get Your Files Here !/05 - 4. Temporal Features/02 - Seasonality and trend decomposition.mp4
15.7 MB
~Get Your Files Here !/02 - 1. Basic Techniques/03 - Binning.mp4
14.5 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/05 - Solution Categorical.mp4
14.3 MB
~Get Your Files Here !/02 - 1. Basic Techniques/04 - Log transform.mp4
14.2 MB
~Get Your Files Here !/02 - 1. Basic Techniques/02 - Filling in missing values.mp4
12.8 MB
~Get Your Files Here !/02 - 1. Basic Techniques/01 - Imputation.mp4
12.1 MB
~Get Your Files Here !/02 - 1. Basic Techniques/07 - Solution Basic techniques.mp4
12.1 MB
~Get Your Files Here !/04 - 3. Feature Extraction/04 - Text embeddings.mp4
10.8 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/05 - Solution Feature selection.mp4
10.4 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/03 - Mean target encoding.mp4
7.4 MB
~Get Your Files Here !/04 - 3. Feature Extraction/01 - PCA.mp4
7.4 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/02 - Recursive feature elimination.mp4
6.2 MB
~Get Your Files Here !/04 - 3. Feature Extraction/02 - Feature aggregation.mp4
6.0 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/02 - Hashing encoder.mp4
5.8 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4
5.6 MB
~Get Your Files Here !/02 - 1. Basic Techniques/05 - Scaling.mp4
5.4 MB
~Get Your Files Here !/04 - 3. Feature Extraction/06 - Solution Feature extraction.mp4
4.8 MB
~Get Your Files Here !/01 - Introduction/01 - Applied ML Feature engineering.mp4
4.4 MB
~Get Your Files Here !/05 - 4. Temporal Features/03 - Challenge Temporal features.mp4
3.6 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/03 - Adding a random column.mp4
3.5 MB
~Get Your Files Here !/02 - 1. Basic Techniques/06 - Challenge Basic techniques.mp4
3.0 MB
~Get Your Files Here !/05 - 4. Temporal Features/01 - Extracting date components.mp4
2.1 MB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.mp4
1.2 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/04 - Challenge Categorical.mp4
794.1 kB
~Get Your Files Here !/06 - 5. Feature Evaluation/04 - Challenge Feature selection.mp4
616.4 kB
~Get Your Files Here !/04 - 3. Feature Extraction/05 - Challenge Feature extraction.mp4
511.0 kB
~Get Your Files Here !/06 - 5. Feature Evaluation/01 - Importance and weights.srt
14.5 kB
~Get Your Files Here !/05 - 4. Temporal Features/04 - Solution Temporal features.srt
12.6 kB
~Get Your Files Here !/03 - 2. Categorical Encoding/01 - One hot encoding.srt
12.2 kB
~Get Your Files Here !/02 - 1. Basic Techniques/04 - Log transform.srt
11.1 kB
~Get Your Files Here !/02 - 1. Basic Techniques/03 - Binning.srt
11.1 kB
~Get Your Files Here !/05 - 4. Temporal Features/02 - Seasonality and trend decomposition.srt
10.2 kB
~Get Your Files Here !/02 - 1. Basic Techniques/07 - Solution Basic techniques.srt
9.9 kB
~Get Your Files Here !/02 - 1. Basic Techniques/02 - Filling in missing values.srt
9.6 kB
~Get Your Files Here !/03 - 2. Categorical Encoding/05 - Solution Categorical.srt
8.6 kB
~Get Your Files Here !/02 - 1. Basic Techniques/01 - Imputation.srt
8.3 kB
~Get Your Files Here !/04 - 3. Feature Extraction/03 - TFIDF.srt
7.9 kB
~Get Your Files Here !/04 - 3. Feature Extraction/04 - Text embeddings.srt
6.5 kB
~Get Your Files Here !/06 - 5. Feature Evaluation/05 - Solution Feature selection.srt
4.8 kB
~Get Your Files Here !/03 - 2. Categorical Encoding/02 - Hashing encoder.srt
4.7 kB
~Get Your Files Here !/04 - 3. Feature Extraction/01 - PCA.srt
4.5 kB
~Get Your Files Here !/03 - 2. Categorical Encoding/03 - Mean target encoding.srt
4.0 kB
~Get Your Files Here !/06 - 5. Feature Evaluation/02 - Recursive feature elimination.srt
3.9 kB
~Get Your Files Here !/02 - 1. Basic Techniques/05 - Scaling.srt
3.9 kB
~Get Your Files Here !/04 - 3. Feature Extraction/02 - Feature aggregation.srt
3.4 kB
~Get Your Files Here !/04 - 3. Feature Extraction/06 - Solution Feature extraction.srt
3.1 kB
~Get Your Files Here !/02 - 1. Basic Techniques/06 - Challenge Basic techniques.srt
2.6 kB
~Get Your Files Here !/06 - 5. Feature Evaluation/03 - Adding a random column.srt
2.6 kB
~Get Your Files Here !/05 - 4. Temporal Features/03 - Challenge Temporal features.srt
2.5 kB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt
2.1 kB
~Get Your Files Here !/01 - Introduction/01 - Applied ML Feature engineering.srt
1.6 kB
~Get Your Files Here !/05 - 4. Temporal Features/01 - Extracting date components.srt
1.4 kB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.srt
1.0 kB
~Get Your Files Here !/03 - 2. Categorical Encoding/04 - Challenge Categorical.srt
716 Bytes
~Get Your Files Here !/06 - 5. Feature Evaluation/04 - Challenge Feature selection.srt
482 Bytes
~Get Your Files Here !/04 - 3. Feature Extraction/05 - Challenge Feature extraction.srt
389 Bytes
~Get Your Files Here !/Bonus Resources.txt
386 Bytes
Get Bonus Downloads Here.url
181 Bytes
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