CDR022 | 575A339F63F57F882C492295FA991BE0F1DD81EA

CDR022

Name	CDR022	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	538.3 MB
Total Files	165
Hash	575A339F63F57F882C492295FA991BE0F1DD81EA

/.../01_introduction-to-feature-engineering/
01_01_introduction-to-feature-engineering.en.srt	1.5 KB
01_01_introduction-to-feature-engineering.en.txt	1.0 KB
01_01_introduction-to-feature-engineering.mp4	2.4 MB
/.../01_raw-data-to-features/
01_01_raw-data-to-features.en.srt	4.9 KB
01_01_raw-data-to-features.en.txt	3.0 KB
01_01_raw-data-to-features.mp4	7.0 MB
01_02_good-vs-bad-features.en.srt	5.1 KB
01_02_good-vs-bad-features.en.txt	3.1 KB
01_02_good-vs-bad-features.mp4	7.8 MB
01_03_quiz-features-are-related-to-the-objective.en.srt	5.3 KB
01_03_quiz-features-are-related-to-the-objective.en.txt	3.3 KB
01_03_quiz-features-are-related-to-the-objective.mp4	4.2 MB
01_04_features-known-at-prediction-time.en.srt	6.2 KB
01_04_features-known-at-prediction-time.en.txt	3.8 KB
01_04_features-known-at-prediction-time.mp4	9.0 MB
01_05_quiz-features-are-knowable-at-prediction-time.en.srt	8.0 KB
01_05_quiz-features-are-knowable-at-prediction-time.en.txt	5.0 KB
01_05_quiz-features-are-knowable-at-prediction-time.mp4	8.0 MB
01_06_features-should-be-numeric.en.srt	0.7 KB
01_06_features-should-be-numeric.en.txt	0.5 KB
01_06_features-should-be-numeric.mp4	698.8 KB
01_07_quiz-features-should-be-numeric.en.srt	9.5 KB
01_07_quiz-features-should-be-numeric.en.txt	5.4 KB
01_07_quiz-features-should-be-numeric.mp4	13.3 MB
01_08_features-should-have-enough-examples.en.srt	2.4 KB
01_08_features-should-have-enough-examples.en.txt	1.5 KB
01_08_features-should-have-enough-examples.mp4	3.8 MB
01_09_quiz-features-should-have-enough-examples-p1.en.srt	4.1 KB
01_09_quiz-features-should-have-enough-examples-p1.en.txt	2.5 KB
01_09_quiz-features-should-have-enough-examples-p1.mp4	6.4 MB
01_10_quiz-features-should-have-enough-examples-p2.en.srt	4.6 KB
01_10_quiz-features-should-have-enough-examples-p2.en.txt	2.8 KB
01_10_quiz-features-should-have-enough-examples-p2.mp4	6.3 MB
01_11_bringing-human-insight.en.srt	0.8 KB
01_11_bringing-human-insight.en.txt	0.5 KB
01_11_bringing-human-insight.mp4	1.2 MB
/.../02_representing-features/
02_01_representing-features.en.srt	15.3 KB
02_01_representing-features.en.txt	9.0 KB
02_01_representing-features.mp4	12.9 MB
02_02_ml-vs-statistics.en.srt	5.1 KB
02_02_ml-vs-statistics.en.txt	3.2 KB
02_02_ml-vs-statistics.mp4	7.9 MB
02_03_lab-solution-improve-model-accuracy-with-new-features.en.srt	18.1 KB
02_03_lab-solution-improve-model-accuracy-with-new-features.en.txt	10.1 KB
02_03_lab-solution-improve-model-accuracy-with-new-features.mp4	32.5 MB
/.../01_preprocessing-and-feature-creation/
01_01_preprocessing-and-feature-creation.en.srt	10.9 KB
01_01_preprocessing-and-feature-creation.en.txt	6.8 KB
01_01_preprocessing-and-feature-creation.mp4	12.0 MB
/.../02_apache-beam-and-cloud-dataflow/
02_01_beam-and-dataflow.en.srt	14.9 KB
02_01_beam-and-dataflow.en.txt	9.4 KB
02_01_beam-and-dataflow.mp4	17.4 MB
02_02_lab-intro-simple-dataflow-pipeline.en.srt	0.5 KB
02_02_lab-intro-simple-dataflow-pipeline.en.txt	0.3 KB
02_02_lab-intro-simple-dataflow-pipeline.mp4	864.1 KB
02_03_lab-solution-simple-dataflow-pipeline.en.srt	10.7 KB
02_03_lab-solution-simple-dataflow-pipeline.en.txt	6.5 KB
02_03_lab-solution-simple-dataflow-pipeline.mp4	11.0 MB
02_04_data-pipelines-that-scale.en.srt	8.7 KB
02_04_data-pipelines-that-scale.en.txt	5.5 KB
02_04_data-pipelines-that-scale.mp4	9.1 MB
02_05_lab-intro-mapreduce-in-dataflow.en.srt	0.8 KB
02_05_lab-intro-mapreduce-in-dataflow.en.txt	0.5 KB
02_05_lab-intro-mapreduce-in-dataflow.mp4	1.5 MB
02_06_lab-solution-mapreduce-in-dataflow.en.srt	5.0 KB
02_06_lab-solution-mapreduce-in-dataflow.en.txt	3.1 KB
02_06_lab-solution-mapreduce-in-dataflow.mp4	5.4 MB
/.../03_preprocessing-with-cloud-dataprep/
03_01_preprocessing-with-cloud-dataprep.en.srt	10.8 KB
03_01_preprocessing-with-cloud-dataprep.en.txt	6.6 KB
03_01_preprocessing-with-cloud-dataprep.mp4	12.6 MB
03_02_lab-intro-computing-time-windowed-features-in-cloud-dataprep.en.srt	15.5 KB
03_02_lab-intro-computing-time-windowed-features-in-cloud-dataprep.en.txt	9.6 KB
03_02_lab-intro-computing-time-windowed-features-in-cloud-dataprep.mp4	16.8 MB
03_03_lab-solution-computing-time-windowed-features-in-cloud-dataprep.en.srt	1.0 KB
03_03_lab-solution-computing-time-windowed-features-in-cloud-dataprep.en.txt	0.6 KB
03_03_lab-solution-computing-time-windowed-features-in-cloud-dataprep.mp4	1.7 MB
/.../01_introducing-feature-crosses/
01_01_introducing-feature-crosses.en.srt	1.4 KB
01_01_introducing-feature-crosses.en.txt	0.9 KB
01_01_introducing-feature-crosses.mp4	2.6 MB
01_02_what-is-a-feature-cross.en.srt	7.0 KB
01_02_what-is-a-feature-cross.en.txt	4.0 KB
01_02_what-is-a-feature-cross.mp4	14.0 MB
01_03_discretization.en.srt	2.4 KB
01_03_discretization.en.txt	1.4 KB
01_03_discretization.mp4	4.8 MB
01_04_memorization-vs-generalization.en.srt	5.7 KB
01_04_memorization-vs-generalization.en.txt	3.4 KB
01_04_memorization-vs-generalization.mp4	11.4 MB
01_05_taxi-colors.en.srt	6.0 KB
01_05_taxi-colors.en.txt	3.6 KB
01_05_taxi-colors.mp4	12.4 MB
01_06_lab-intro-feature-crosses-to-create-a-good-classifier.en.srt	0.6 KB
01_06_lab-intro-feature-crosses-to-create-a-good-classifier.en.txt	0.3 KB
01_06_lab-intro-feature-crosses-to-create-a-good-classifier.mp4	717.7 KB
01_07_lab-solution-feature-crosses-to-create-a-good-classifier.en.srt	8.9 KB
01_07_lab-solution-feature-crosses-to-create-a-good-classifier.en.txt	5.2 KB
01_07_lab-solution-feature-crosses-to-create-a-good-classifier.mp4	15.4 MB
01_08_sparsity-quiz.en.srt	6.8 KB
01_08_sparsity-quiz.en.txt	4.0 KB
01_08_sparsity-quiz.mp4	11.5 MB
01_09_lab-intro-too-much-of-a-good-thing.en.srt	0.7 KB
01_09_lab-intro-too-much-of-a-good-thing.en.txt	0.4 KB
01_09_lab-intro-too-much-of-a-good-thing.mp4	1.3 MB
01_10_lab-solution-too-much-of-a-good-thing.en.srt	9.9 KB
01_10_lab-solution-too-much-of-a-good-thing.en.txt	5.8 KB
01_10_lab-solution-too-much-of-a-good-thing.mp4	17.5 MB
/.../02_implementing-feature-crosses/
02_01_implementing-feature-crosses.en.srt	6.6 KB
02_01_implementing-feature-crosses.en.txt	3.9 KB
02_01_implementing-feature-crosses.mp4	13.6 MB
02_02_embedding-feature-crosses.en.srt	11.4 KB
02_02_embedding-feature-crosses.en.txt	6.9 KB
02_02_embedding-feature-crosses.mp4	24.0 MB
02_03_where-to-do-feature-engineering.en.srt	8.5 KB
02_03_where-to-do-feature-engineering.en.txt	5.2 KB
02_03_where-to-do-feature-engineering.mp4	11.6 MB
02_04_feature-creation-in-tensorflow.en.srt	3.1 KB
02_04_feature-creation-in-tensorflow.en.txt	1.9 KB
02_04_feature-creation-in-tensorflow.mp4	3.2 MB
02_05_feature-creation-in-dataflow.en.srt	3.5 KB
02_05_feature-creation-in-dataflow.en.txt	2.2 KB
02_05_feature-creation-in-dataflow.mp4	4.8 MB
02_06_lab-intro-improve-ml-model-with-feature-engineering.en.srt	1.0 KB
02_06_lab-intro-improve-ml-model-with-feature-engineering.en.txt	0.6 KB
02_06_lab-intro-improve-ml-model-with-feature-engineering.mp4	1.2 MB
02_07_lab-solution-p1-ml-fairness-debrief.en.srt	4.8 KB
02_07_lab-solution-p1-ml-fairness-debrief.en.txt	2.9 KB
02_07_lab-solution-p1-ml-fairness-debrief.mp4	9.9 MB
02_08_lab-solution-p2-improve-ml-model-with-feature-engineering.en.srt	31.3 KB
02_08_lab-solution-p2-improve-ml-model-with-feature-engineering.en.txt	18.2 KB
02_08_lab-solution-p2-improve-ml-model-with-feature-engineering.mp4	53.9 MB
/.../01_tensorflow-transform/
01_01_introducing-tensorflow-transform.en.srt	0.6 KB
01_01_introducing-tensorflow-transform.en.txt	0.3 KB
01_01_introducing-tensorflow-transform.mp4	1.1 MB
01_02_tensorflow-transform.en.srt	10.6 KB
01_02_tensorflow-transform.en.txt	6.4 KB
01_02_tensorflow-transform.mp4	20.2 MB
01_03_analyze-phase.en.srt	3.7 KB
01_03_analyze-phase.en.txt	2.3 KB
01_03_analyze-phase.mp4	4.6 MB
01_04_transform-phase.en.srt	5.5 KB
01_04_transform-phase.en.txt	3.3 KB
01_04_transform-phase.mp4	6.8 MB
01_05_supporting-serving.en.srt	4.5 KB
01_05_supporting-serving.en.txt	2.8 KB
01_05_supporting-serving.mp4	7.3 MB
01_06_lab-intro-exploring-tf-transform.en.srt	1.6 KB
01_06_lab-intro-exploring-tf-transform.en.txt	1.0 KB
01_06_lab-intro-exploring-tf-transform.mp4	3.4 MB
01_07_lab-solution-exploring-tf-transform.en.srt	30.1 KB
01_07_lab-solution-exploring-tf-transform.en.txt	17.6 KB
01_07_lab-solution-exploring-tf-transform.mp4	51.8 MB
/06_summary/01_summary/
01_01_summary.en.srt	3.9 KB
01_01_summary.en.txt	2.5 KB
01_01_summary.mp4	7.3 MB
/.../01_introduction-slides/
01_01__1._Introduction.pdf	144.9 KB
01_01__resources.html	1.1 KB
/.../02_raw-data-to-features-slides/
02_01__2._Raw_data_to_features.pdf	2.7 MB
02_01__resources.html	1.1 KB
/.../03_preprocessing-and-feature-creation-slides/
03_01__3._Preprocessing_and_feature_creation.pdf	2.9 MB
03_01__resources.html	1.1 KB
/.../04_feature-crosses-slides/
04_01__4._Feature_crosses.pdf	3.2 MB
04_01__resources.html	1.1 KB
/.../05_feature-crosses-slides/
05_01__5._TensorFlow_Transform.pdf	428.5 KB
05_01__resources.html	1.1 KB
/.../06_summary-slides/
06_01__6._Summary.pdf	111.0 KB
06_01__resources.html	1.1 KB
Total files 165