[ CourseWikia.com ] Applied Machine Learning - Feature Engineering (2024)
大小
254.61 MB
文件数
62
Info Hash:
14C5A8EB3130DA9077819CB63EE2E5509A9BE032
收录时间
2025-12-22 21:02:37
更新时间
2025-12-22 21:24:41
文件列表 (62)
Get Bonus Downloads Here.url
181 B
~Get Your Files Here !/01 - Introduction/01 - Applied ML Feature engineering.mp4
4.17 MB
~Get Your Files Here !/01 - Introduction/01 - Applied ML Feature engineering.srt
1.52 KB
~Get Your Files Here !/01 - Introduction/02 - What you should know.mp4
5.34 MB
~Get Your Files Here !/01 - Introduction/02 - What you should know.srt
2.07 KB
~Get Your Files Here !/02 - 1. Basic Techniques/01 - Imputation.mp4
11.58 MB
~Get Your Files Here !/02 - 1. Basic Techniques/01 - Imputation.srt
8.07 KB
~Get Your Files Here !/02 - 1. Basic Techniques/02 - Filling in missing values.mp4
12.25 MB
~Get Your Files Here !/02 - 1. Basic Techniques/02 - Filling in missing values.srt
9.4 KB
~Get Your Files Here !/02 - 1. Basic Techniques/03 - Binning.mp4
13.87 MB
~Get Your Files Here !/02 - 1. Basic Techniques/03 - Binning.srt
10.82 KB
~Get Your Files Here !/02 - 1. Basic Techniques/04 - Log transform.mp4
13.57 MB
~Get Your Files Here !/02 - 1. Basic Techniques/04 - Log transform.srt
10.87 KB
~Get Your Files Here !/02 - 1. Basic Techniques/05 - Scaling.mp4
5.16 MB
~Get Your Files Here !/02 - 1. Basic Techniques/05 - Scaling.srt
3.82 KB
~Get Your Files Here !/02 - 1. Basic Techniques/06 - Challenge Basic techniques.mp4
2.87 MB
~Get Your Files Here !/02 - 1. Basic Techniques/06 - Challenge Basic techniques.srt
2.58 KB
~Get Your Files Here !/02 - 1. Basic Techniques/07 - Solution Basic techniques.mp4
11.52 MB
~Get Your Files Here !/02 - 1. Basic Techniques/07 - Solution Basic techniques.srt
9.62 KB
~Get Your Files Here !/03 - 2. Categorical Encoding/01 - One hot encoding.mp4
20.48 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/01 - One hot encoding.srt
11.95 KB
~Get Your Files Here !/03 - 2. Categorical Encoding/02 - Hashing encoder.mp4
5.56 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/02 - Hashing encoder.srt
4.56 KB
~Get Your Files Here !/03 - 2. Categorical Encoding/03 - Mean target encoding.mp4
7.04 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/03 - Mean target encoding.srt
3.86 KB
~Get Your Files Here !/03 - 2. Categorical Encoding/04 - Challenge Categorical.mp4
775.51 KB
~Get Your Files Here !/03 - 2. Categorical Encoding/04 - Challenge Categorical.srt
716 B
~Get Your Files Here !/03 - 2. Categorical Encoding/05 - Solution Categorical.mp4
13.66 MB
~Get Your Files Here !/03 - 2. Categorical Encoding/05 - Solution Categorical.srt
8.39 KB
~Get Your Files Here !/04 - 3. Feature Extraction/01 - PCA.mp4
7.04 MB
~Get Your Files Here !/04 - 3. Feature Extraction/01 - PCA.srt
4.4 KB
~Get Your Files Here !/04 - 3. Feature Extraction/02 - Feature aggregation.mp4
5.74 MB
~Get Your Files Here !/04 - 3. Feature Extraction/02 - Feature aggregation.srt
3.36 KB
~Get Your Files Here !/04 - 3. Feature Extraction/03 - TFIDF.mp4
16.05 MB
~Get Your Files Here !/04 - 3. Feature Extraction/03 - TFIDF.srt
7.69 KB
~Get Your Files Here !/04 - 3. Feature Extraction/04 - Text embeddings.mp4
10.26 MB
~Get Your Files Here !/04 - 3. Feature Extraction/04 - Text embeddings.srt
6.32 KB
~Get Your Files Here !/04 - 3. Feature Extraction/05 - Challenge Feature extraction.mp4
498.99 KB
~Get Your Files Here !/04 - 3. Feature Extraction/05 - Challenge Feature extraction.srt
389 B
~Get Your Files Here !/04 - 3. Feature Extraction/06 - Solution Feature extraction.mp4
4.55 MB
~Get Your Files Here !/04 - 3. Feature Extraction/06 - Solution Feature extraction.srt
3 KB
~Get Your Files Here !/05 - 4. Temporal Features/01 - Extracting date components.mp4
2.02 MB
~Get Your Files Here !/05 - 4. Temporal Features/01 - Extracting date components.srt
1.39 KB
~Get Your Files Here !/05 - 4. Temporal Features/02 - Seasonality and trend decomposition.mp4
14.94 MB
~Get Your Files Here !/05 - 4. Temporal Features/02 - Seasonality and trend decomposition.srt
10 KB
~Get Your Files Here !/05 - 4. Temporal Features/03 - Challenge Temporal features.mp4
3.44 MB
~Get Your Files Here !/05 - 4. Temporal Features/03 - Challenge Temporal features.srt
2.48 KB
~Get Your Files Here !/05 - 4. Temporal Features/04 - Solution Temporal features.mp4
21.32 MB
~Get Your Files Here !/05 - 4. Temporal Features/04 - Solution Temporal features.srt
12.31 KB
~Get Your Files Here !/06 - 5. Feature Evaluation/01 - Importance and weights.mp4
19.89 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/01 - Importance and weights.srt
14.11 KB
~Get Your Files Here !/06 - 5. Feature Evaluation/02 - Recursive feature elimination.mp4
5.96 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/02 - Recursive feature elimination.srt
3.83 KB
~Get Your Files Here !/06 - 5. Feature Evaluation/03 - Adding a random column.mp4
3.3 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/03 - Adding a random column.srt
2.52 KB
~Get Your Files Here !/06 - 5. Feature Evaluation/04 - Challenge Feature selection.mp4
601.99 KB
~Get Your Files Here !/06 - 5. Feature Evaluation/04 - Challenge Feature selection.srt
482 B
~Get Your Files Here !/06 - 5. Feature Evaluation/05 - Solution Feature selection.mp4
9.88 MB
~Get Your Files Here !/06 - 5. Feature Evaluation/05 - Solution Feature selection.srt
4.64 KB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.mp4
1.16 MB
~Get Your Files Here !/07 - Conclusion/01 - Next steps.srt
1010 B
~Get Your Files Here !/Bonus Resources.txt
386 B