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670.31 MB | 00:13:28 | mp4 | 1280X720  | 16:9
Genre:eLearning |Language:English

Files Included :
01 practical-data-science-with-matlab  (21.9 MB)
02 overview-of-data-processing-and-feature-engineering  (18.38 MB)
03 instructor-introduction  (10.99 MB)
01 introduction-to-module-1  (4.46 MB)
04 introduction-to-the-flights-dataset  (31.88 MB)
06 exploring-the-flights-dataset  (20.75 MB)
01 describing-distributions  (11.36 MB)
02 examples-of-distributions  (11.49 MB)
03 visualizing-multidimensional-data  (24.14 MB)
05 summary-of-module-1-surveying-your-data  (7.05 MB)
01 introduction-to-module-2-organizing-your-data  (7.26 MB)
02 working-with-strings  (18.79 MB)
01 working-with-dates-and-times  (12.66 MB)
01 importing-multiple-data-files  (9.04 MB)
02 combining-data  (14.76 MB)
03 joining-tables  (15.24 MB)
01 sorting-your-data  (9.62 MB)
02 summary-of-module-2-organizing-your-data  (6.46 MB)
01 introduction-to-module-3-cleaning-your-data  (10.17 MB)
02 identifying-missing-data  (32.55 MB)
03 handling-missing-data  (13.92 MB)
01 identifying-outliers  (14.93 MB)
02 investigating-outliers  (16.9 MB)
01 normalizing-data  (8.29 MB)
02 examples-of-normalizing-data  (10.91 MB)
03 smoothing-data  (22.33 MB)
02 summary-of-module-3-cleaning-your-data  (8.22 MB)
01 introduction-to-module-4-finding-features-that-matter  (10.04 MB)
02 introduction-to-feature-engineering  (14.27 MB)
01 introduction-to-unsupervised-learning  (5.57 MB)
02 introduction-to-clustering-algorithms  (9.9 MB)
01 evaluating-features  (13.09 MB)
03 introduction-to-dimensionality-reduction-and-pca  (9.9 MB)
05 summary-of-module-4-finding-features-that-matter  (5 MB)
01 introduction-to-module-5-domain-specific-feature-engineering  (16.66 MB)
03 feature-engineering-workflow  (6.56 MB)
01 synchronizing-data-with-timetables  (20.75 MB)
02 summary-statistics-as-features  (19.53 MB)
04 finding-peaks  (18.21 MB)
05 optional-recording-sensor-data-with-matlab-mobile  (6.76 MB)
01 feature-engineering-and-clustering-with-images  (46.7 MB)
01 feature-engineering-with-text  (23.51 MB)
02 feature-engineering-with-storm-events  (20.36 MB)
01 summary-of-module-5-domain-specific-feature-engineering  (7.26 MB)
02 summary-of-data-processing-and-feature-engineering  (21.03 MB)