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[Coursera] Machine Learning on Google Cloud Specialization - 5 course series
magnet:?xt=urn:btih:22c132f12a822d83847584ae58fc30a838123875&dn=[Coursera] Machine Learning on Google Cloud Specialization - 5 course series
磁力链接详情
Hash值:
22c132f12a822d83847584ae58fc30a838123875
点击数:
17
文件大小:
1.21 GB
文件数量:
187
创建日期:
2024-12-21 04:30
最后访问:
2024-12-25 02:29
访问标签:
Coursera
Machine
Learning
on
Google
Cloud
Specialization
-
5
course
series
文件列表详情
launching-machine-learning/02_get-to-know-your-data-improve-data-through-exploratory-data-analysis/02_improve-data-through-exploratory-data-analysis/02_04_lab-demo-improve-the-quality-of-your-data.mp4 80.78 MB
art-science-ml/01_introduction onehack.us/01_introduction/01_01_course-introduction.mp4 2.11 MB
art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_01_introduction.mp4 367.29 KB
art-science-ml/02_understanding-the-ml-enterprise-workflow/01_understanding-the-ml-enterprise-workflow-module-introduction-and-overview/01_02_overview-of-an-ml-enterprise-workflow.mp4 7.13 MB
art-science-ml/03_data-in-the-enterprise/01_data-in-the-enterprise-module-introduction/01_01_introduction.mp4 435.34 KB
art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_01_feature-store.mp4 9.77 MB
art-science-ml/03_data-in-the-enterprise/02_tools-for-data-management-and-governance/02_02_data-catalog.mp4 3.68 MB
art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_01_dataplex.mp4 6.04 MB
art-science-ml/03_data-in-the-enterprise/03_pre-ga-tools/03_02_analytics-hub.mp4 5.49 MB
art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_01_data-preprocessing-options.mp4 4.51 MB
art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_02_dataprep.mp4 8.94 MB
art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_03_lab-intro-exploring-and-creating-an-ecommerce-analytics-pipeline-with-dataprep.mp4 263.95 KB
art-science-ml/03_data-in-the-enterprise/04_data-preprocessing-options/04_04_coursera-getting-started-with-google-cloud-and-qwiklabs.mp4 10.45 MB
art-science-ml/04_science-of-machine-learning-and-custom-training/01_science-of-machine-learning-and-custom-training-module-introduction/01_01_introduction.mp4 470.43 KB
art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_01_the-art-and-science-of-machine-learning.mp4 9.43 MB
art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_02_make-training-faster.mp4 9.92 MB
art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_03_when-to-use-custom-training.mp4 7.22 MB
art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_04_training-requirements-and-dependencies-part-1.mp4 11.8 MB
art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_05_training-requirements-and-dependencies-part-2.mp4 4.6 MB
art-science-ml/04_science-of-machine-learning-and-custom-training/02_the-art-and-science-of-ml/02_06_training-custom-ml-models-using-vertex-ai.mp4 3.52 MB
art-science-ml/05_vertex-vizier-hyperparameter-tuning/01_vertex-vizier-hyperparameter-tuning-module-introduction/01_01_introduction.mp4 323.4 KB
art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_01_vertex-ai-vizier-hyperparameter-tuning.mp4 23.31 MB
art-science-ml/05_vertex-vizier-hyperparameter-tuning/02_hyperparameter-tuning/02_02_lab-intro-vertex-ai-hyperparameter-tuning.mp4 491.9 KB
art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/01_prediction-and-model-monitoring-using-vertex-ai-module-introduction/01_01_introduction.mp4 850.97 KB
art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_01_predictions-using-vertex-ai.mp4 9.93 MB
art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_02_model-management-using-vertex-ai.mp4 11.42 MB
art-science-ml/06_prediction-and-model-monitoring-using-vertex-ai/02_predictions-and-model-monitoring/02_03_lab-intro-monitoring-vertex-ai-models.mp4 467.38 KB
art-science-ml/07_vertex-ai-pipelines/01_vertex-ai-pipelines-module-introduction/01_01_introduction.mp4 351.33 KB
art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_01_prediction-using-vertex-ai-pipelines.mp4 5.37 MB
art-science-ml/07_vertex-ai-pipelines/02_prediction-using-vertex-ai-pipelines/02_02_lab-intro-vertex-ai-pipelines.mp4 1.03 MB
art-science-ml/08_best-practices-for-ml-development/01_best-practices-for-ml-development-on-vertex-ai-module-introduction/01_01_introduction.mp4 440.83 KB
art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_01_best-practices-for-model-deployment-and-serving.mp4 3.33 MB
art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_02_best-practices-for-model-monitoring.mp4 3.94 MB
art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_03_vertex-ai-pipeline-best-practices.mp4 5.26 MB
art-science-ml/08_best-practices-for-ml-development/02_best-practices-for-ml-development-on-vertex-ai/02_04_best-practices-for-artifact-organization.mp4 2.74 MB
art-science-ml/10_series-summary onehack.us/01_course-series-summary/01_01_series-summary.mp4 3.57 MB
feature-engineering/01_module-0-introduction/01_introduction-to-course/01_01_course-introduction.mp4 1.04 MB
feature-engineering/02_module-1-introduction-to-vertex-ai-feature-store/01_introduction-to-vertex-ai-feature-store-module-introduction/01_01_introduction.mp4 849.55 KB
feature-engineering/02_module-1-introduction-to-vertex-ai-feature-store/02_feature-store-benefits/02_01_feature-store-benefits.mp4 7.34 MB
feature-engineering/02_module-1-introduction-to-vertex-ai-feature-store/03_feature-store-terminology-and-concepts/03_01_feature-store-terminology-and-concepts.mp4 10.42 MB
feature-engineering/02_module-1-introduction-to-vertex-ai-feature-store/04_the-feature-store-data-model/04_01_the-feature-store-data-model.mp4 2.02 MB
feature-engineering/02_module-1-introduction-to-vertex-ai-feature-store/05_creating-a-feature-store/05_01_creating-a-feature-store.mp4 14.41 MB
feature-engineering/02_module-1-introduction-to-vertex-ai-feature-store/06_serving-features-batch-and-online/06_01_serving-features-batch-and-online.mp4 8.84 MB
feature-engineering/03_module-2-raw-data-to-features/01_raw-data-to-features-module-introduction/01_01_introduction.mp4 372.39 KB
feature-engineering/03_module-2-raw-data-to-features/02_overview/02_01_overview-of-feature-engineering.mp4 16.37 MB
feature-engineering/03_module-2-raw-data-to-features/02_overview/02_02_raw-data-to-features.mp4 2.38 MB
feature-engineering/03_module-2-raw-data-to-features/03_feature-attributes/03_01_good-features-versus-bad-features.mp4 6.02 MB
feature-engineering/03_module-2-raw-data-to-features/03_feature-attributes/03_02_features-should-be-known-at-prediction-time.mp4 8.52 MB
feature-engineering/03_module-2-raw-data-to-features/03_feature-attributes/03_03_features-should-be-numeric.mp4 6.39 MB
feature-engineering/03_module-2-raw-data-to-features/03_feature-attributes/03_04_features-should-have-enough-examples.mp4 8.28 MB
feature-engineering/03_module-2-raw-data-to-features/03_feature-attributes/03_05_bringing-human-insight.mp4 553.43 KB
feature-engineering/03_module-2-raw-data-to-features/04_representing-features/04_01_representing-features.mp4 12.84 MB
feature-engineering/04_module-3-feature-engineering/01_feature-engineering-module-introduction/01_01_introduction.mp4 430.9 KB
feature-engineering/04_module-3-feature-engineering/01_feature-engineering-module-introduction/01_02_machine-learning-versus-statistics.mp4 3.93 MB
feature-engineering/04_module-3-feature-engineering/02_feature-engineering-in-bigquery-ml/02_01_basic-feature-engineering.mp4 9.15 MB
feature-engineering/04_module-3-feature-engineering/02_feature-engineering-in-bigquery-ml/02_02_coursera-getting-started-with-google-cloud-platform-and-qwiklabs.mp4 10.64 MB
feature-engineering/04_module-3-feature-engineering/02_feature-engineering-in-bigquery-ml/02_03_lab-intro-performing-basic-feature-engineering-in-bigquery-ml.mp4 730.53 KB
feature-engineering/04_module-3-feature-engineering/02_feature-engineering-in-bigquery-ml/02_04_advanced-feature-engineering-feature-crosses.mp4 7.82 MB
feature-engineering/04_module-3-feature-engineering/02_feature-engineering-in-bigquery-ml/02_05_bucketize-and-transform-functions.mp4 5.69 MB
feature-engineering/04_module-3-feature-engineering/03_feature-engineering-in-keras/03_01_predict-housing-prices.mp4 10.44 MB
feature-engineering/04_module-3-feature-engineering/03_feature-engineering-in-keras/03_02_estimate-taxi-fare.mp4 5.21 MB
feature-engineering/04_module-3-feature-engineering/03_feature-engineering-in-keras/03_03_temporal-and-geolocation-features.mp4 9.3 MB
feature-engineering/04_module-3-feature-engineering/03_feature-engineering-in-keras/03_04_lab-intro-basic-feature-engineering-in-keras.mp4 680.04 KB
feature-engineering/04_module-3-feature-engineering/03_feature-engineering-in-keras/03_05_lab-intro-advanced-feature-engineering-in-keras.mp4 661.33 KB
feature-engineering/05_module-4-preprocessing-and-feature-creation/01_preprocessing-and-feature-creation-module-introduction/01_01_introduction.mp4 585.79 KB
feature-engineering/05_module-4-preprocessing-and-feature-creation/02_apache-beam-and-dataflow/02_01_apache-beam-and-dataflow.mp4 5.5 MB
feature-engineering/05_module-4-preprocessing-and-feature-creation/02_apache-beam-and-dataflow/02_02_dataflow-terms-and-concepts.mp4 7.63 MB
feature-engineering/06_module-5-feature-crosses-tensorflow-playground/01_feature-crosses-tensorflow-playground-module-introduction/01_01_introduction.mp4 346.43 KB
feature-engineering/06_module-5-feature-crosses-tensorflow-playground/02_feature-crosses/02_01_what-is-a-feature-cross.mp4 2.9 MB
feature-engineering/06_module-5-feature-crosses-tensorflow-playground/02_feature-crosses/02_02_discretization.mp4 1.13 MB
feature-engineering/06_module-5-feature-crosses-tensorflow-playground/02_feature-crosses/02_03_lab-intro-tensorflow-playground-use-feature-crosses-to-create-a-good-classifier.mp4 648.87 KB
feature-engineering/06_module-5-feature-crosses-tensorflow-playground/02_feature-crosses/02_04_lab-intro-tensorflow-playground-too-much-of-a-good-thing.mp4 722.53 KB
feature-engineering/07_module-6-introduction-to-tensorflow-transform/01_introduction-to-tensorflow-transform-module-introduction/01_01_introduction.mp4 454.9 KB
feature-engineering/07_module-6-introduction-to-tensorflow-transform/02_tensorflow-transform/02_01_tensorflow-transform.mp4 12.02 MB
feature-engineering/07_module-6-introduction-to-tensorflow-transform/02_tensorflow-transform/02_02_analyze-phase.mp4 4.6 MB
feature-engineering/07_module-6-introduction-to-tensorflow-transform/02_tensorflow-transform/02_03_transform-phase.mp4 5.45 MB
feature-engineering/07_module-6-introduction-to-tensorflow-transform/02_tensorflow-transform/02_04_supporting-serving.mp4 4.1 MB
google-machine-learning/01_introduction-to-course-and-series onehack.us/01_series-preview-and-course-introduction/01_01_course-series-preview.mp4 4.07 MB
google-machine-learning/01_introduction-to-course-and-series onehack.us/01_series-preview-and-course-introduction/01_02_course-introduction.mp4 2.05 MB
google-machine-learning/02_what-it-means-to-be-ai-first/01_what-it-means-to-be-ai-first-module-introduction/01_01_introduction.mp4 730.49 KB
google-machine-learning/02_what-it-means-to-be-ai-first/02_machine-learning-on-google-cloud/02_01_what-is-ml.mp4 11.13 MB
google-machine-learning/02_what-it-means-to-be-ai-first/02_machine-learning-on-google-cloud/02_02_what-problems-can-it-solve.mp4 7.97 MB
google-machine-learning/02_what-it-means-to-be-ai-first/02_machine-learning-on-google-cloud/02_03_activity-intro-framing-a-machine-learning-problem.mp4 2.48 MB
google-machine-learning/02_what-it-means-to-be-ai-first/02_machine-learning-on-google-cloud/02_05_activity-solutions-framing-a-machine-learning-problem.mp4 5.73 MB
google-machine-learning/02_what-it-means-to-be-ai-first/02_machine-learning-on-google-cloud/02_06_infuse-your-apps-with-ml.mp4 4.92 MB
google-machine-learning/02_what-it-means-to-be-ai-first/02_machine-learning-on-google-cloud/02_07_build-a-data-strategy-around-ml.mp4 13.96 MB
google-machine-learning/03_how-google-does-ml/01_how-google-does-machine-learning/01_01_introduction.mp4 869.67 KB
google-machine-learning/03_how-google-does-ml/01_how-google-does-machine-learning/01_02_ml-surprise.mp4 4.42 MB
google-machine-learning/03_how-google-does-ml/01_how-google-does-machine-learning/01_03_the-secret-sauce.mp4 10.45 MB
google-machine-learning/03_how-google-does-ml/01_how-google-does-machine-learning/01_04_ml-and-business-processes.mp4 2.61 MB
google-machine-learning/03_how-google-does-ml/01_how-google-does-machine-learning/01_05_the-path-to-ml.mp4 4.62 MB
google-machine-learning/03_how-google-does-ml/01_how-google-does-machine-learning/01_06_a-closer-look-at-the-path-to-ml.mp4 10.8 MB
google-machine-learning/03_how-google-does-ml/01_how-google-does-machine-learning/01_07_end-of-phases-deep-dive.mp4 2.64 MB
google-machine-learning/04_machine-learning-development-with-vertex-ai/01_ml-development-with-vertex-ai-module-introduction/01_01_introduction.mp4 1.63 MB
google-machine-learning/04_machine-learning-development-with-vertex-ai/02_moving-from-experimentation-to-production/02_01_moving-from-experimentation-to-production.mp4 13.28 MB
google-machine-learning/04_machine-learning-development-with-vertex-ai/03_vertex-ai/03_01_components-of-vertex-ai.mp4 7.7 MB
google-machine-learning/04_machine-learning-development-with-vertex-ai/03_vertex-ai/03_02_getting-started-with-google-cloud-platform-and-qwiklabs.mp4 10.45 MB
google-machine-learning/04_machine-learning-development-with-vertex-ai/03_vertex-ai/03_03_lab-intro-using-an-image-dataset-to-train-an-automl-model.mp4 378.64 KB
google-machine-learning/04_machine-learning-development-with-vertex-ai/03_vertex-ai/03_04_lab-demo-using-an-image-dataset-to-train-an-automl-model.mp4 17.79 MB
google-machine-learning/04_machine-learning-development-with-vertex-ai/03_vertex-ai/03_05_lab-intro-training-an-automl-video-classification-model.mp4 361.24 KB
google-machine-learning/04_machine-learning-development-with-vertex-ai/03_vertex-ai/03_06_lab-demo-training-an-automl-video-classification-model.mp4 21.61 MB
google-machine-learning/04_machine-learning-development-with-vertex-ai/03_vertex-ai/03_07_tools-to-interact-with-vertex-ai.mp4 3.31 MB
google-machine-learning/05_machine-learning-development-with-vertex-notebooks/01_ml-development-with-vertex-notebooks-module-introduction/01_01_introduction.mp4 409.4 KB
google-machine-learning/05_machine-learning-development-with-vertex-notebooks/02_ml-development-with-vertex-notebooks/02_01_machine-learning-development-with-vertex-notebooks.mp4 7.02 MB
google-machine-learning/06_best-practices-for-implementing-machine-learning-on-vertex-ai/01_best-practices-for-implementing-machine-learning-on-vertex-ai-module/01_01_introduction.mp4 477.17 KB
google-machine-learning/06_best-practices-for-implementing-machine-learning-on-vertex-ai/02_best-practices-for-implementing-machine-learning-on-vertex-ai/02_01_best-practices-for-machine-learning-development.mp4 9.86 MB
google-machine-learning/06_best-practices-for-implementing-machine-learning-on-vertex-ai/02_best-practices-for-implementing-machine-learning-on-vertex-ai/02_02_data-preprocessing-best-practices.mp4 2.86 MB
google-machine-learning/06_best-practices-for-implementing-machine-learning-on-vertex-ai/02_best-practices-for-implementing-machine-learning-on-vertex-ai/02_03_best-practices-for-machine-learning-environment-setup.mp4 3.14 MB
google-machine-learning/07_responsible-ai-development/01_responsible-ai-development-module-introduction/01_01_introduction.mp4 523.57 KB
google-machine-learning/07_responsible-ai-development/02_machine-learning-and-human-bias/02_01_overview.mp4 1.21 MB
google-machine-learning/07_responsible-ai-development/02_machine-learning-and-human-bias/02_02_human-biases-lead-to-biases-in-ml-models.mp4 6.99 MB
google-machine-learning/07_responsible-ai-development/02_machine-learning-and-human-bias/02_03_biases-in-data.mp4 7.74 MB
google-machine-learning/07_responsible-ai-development/03_equality-in-metrics-and-data/03_01_evaluating-metrics-with-inclusion-for-your-ml-system.mp4 10.92 MB
google-machine-learning/07_responsible-ai-development/03_equality-in-metrics-and-data/03_02_equality-of-opportunity.mp4 13.57 MB
google-machine-learning/07_responsible-ai-development/03_equality-in-metrics-and-data/03_03_how-to-find-errors-in-your-dataset-using-facets.mp4 15.58 MB
intro-tensorflow/01_introduction-to-the-course/01_course-introduction/01_01_introduction.mp4 1.18 MB
intro-tensorflow/02_introduction-to-the-tensorflow-ecosystem/01_introduction-to-the-tensorflow-ecosystem-module-introduction/01_01_introduction-to-the-tensorflow-ecosystem.mp4 442.71 KB
intro-tensorflow/02_introduction-to-the-tensorflow-ecosystem/02_introduction-to-tensorflow/02_01_introduction-to-tensorflow.mp4 7.32 MB
intro-tensorflow/02_introduction-to-the-tensorflow-ecosystem/02_introduction-to-tensorflow/02_02_tensorflow-api-hierarchy.mp4 5.54 MB
intro-tensorflow/02_introduction-to-the-tensorflow-ecosystem/02_introduction-to-tensorflow/02_03_components-of-tensorflow-tensors-and-variables.mp4 10.51 MB
intro-tensorflow/03_design-and-build-an-input-data-pipeline/01_design-and-build-input-data-pipeline-module-introduction/01_01_introduction.mp4 623.57 KB
intro-tensorflow/03_design-and-build-an-input-data-pipeline/01_design-and-build-input-data-pipeline-module-introduction/01_02_an-ml-recap.mp4 4.1 MB
intro-tensorflow/03_design-and-build-an-input-data-pipeline/02_training-on-large-datasets-with-tf-data-api/02_01_training-on-large-datasets-with-tf-data-api.mp4 4.67 MB
intro-tensorflow/03_design-and-build-an-input-data-pipeline/02_training-on-large-datasets-with-tf-data-api/02_02_working-in-memory-and-with-files.mp4 5.17 MB
intro-tensorflow/03_design-and-build-an-input-data-pipeline/02_training-on-large-datasets-with-tf-data-api/02_03_getting-the-data-ready-for-model-training.mp4 7.67 MB
intro-tensorflow/03_design-and-build-an-input-data-pipeline/02_training-on-large-datasets-with-tf-data-api/02_04_embeddings.mp4 17.81 MB
intro-tensorflow/03_design-and-build-an-input-data-pipeline/02_training-on-large-datasets-with-tf-data-api/02_05_coursera-getting-started-with-google-cloud-and-qwiklabs.mp4 10.45 MB
intro-tensorflow/03_design-and-build-an-input-data-pipeline/02_training-on-large-datasets-with-tf-data-api/02_06_lab-intro-tensorflow-dataset-api.mp4 596.46 KB
intro-tensorflow/03_design-and-build-an-input-data-pipeline/03_scaling-data-processing-with-tf-data-and-keras-preprocessing-layers/03_01_scaling-data-processing-with-tf-data-and-keras-preprocessing-layers.mp4 16.11 MB
intro-tensorflow/03_design-and-build-an-input-data-pipeline/03_scaling-data-processing-with-tf-data-and-keras-preprocessing-layers/03_02_lab-intro-classifying-structured-data-using-keras-preprocessing-layers.mp4 749.14 KB
intro-tensorflow/04_building-neural-networks-with-the-tensorflow-and-keras-api/01_building-neural-networks-with-the-tensorflow-and-keras-api-module-introduction/01_01_introduction.mp4 791.96 KB
intro-tensorflow/04_building-neural-networks-with-the-tensorflow-and-keras-api/02_activation-functions/02_01_activation-functions.mp4 10.27 MB
intro-tensorflow/04_building-neural-networks-with-the-tensorflow-and-keras-api/03_neural-networks-with-tf-2-and-keras/03_01_training-neural-networks-with-tensorflow-2-and-the-keras-sequential-api.mp4 10.14 MB
intro-tensorflow/04_building-neural-networks-with-the-tensorflow-and-keras-api/03_neural-networks-with-tf-2-and-keras/03_02_serving-models-in-the-cloud.mp4 4.34 MB
intro-tensorflow/04_building-neural-networks-with-the-tensorflow-and-keras-api/03_neural-networks-with-tf-2-and-keras/03_03_lab-intro-introducing-the-keras-sequential-api-on-vertex-ai-platform.mp4 786.19 KB
intro-tensorflow/04_building-neural-networks-with-the-tensorflow-and-keras-api/03_neural-networks-with-tf-2-and-keras/03_04_training-neural-networks-with-tensorflow-2-and-the-keras-functional-api.mp4 13.13 MB
intro-tensorflow/04_building-neural-networks-with-the-tensorflow-and-keras-api/03_neural-networks-with-tf-2-and-keras/03_05_lab-intro-build-a-dnn-using-the-keras-functional-api-on-vertex-ai-platform.mp4 691.08 KB
intro-tensorflow/04_building-neural-networks-with-the-tensorflow-and-keras-api/03_neural-networks-with-tf-2-and-keras/03_06_model-subclassing.mp4 7.52 MB
intro-tensorflow/04_building-neural-networks-with-the-tensorflow-and-keras-api/04_regularization/04_01_regularization-basics.mp4 6.24 MB
intro-tensorflow/04_building-neural-networks-with-the-tensorflow-and-keras-api/04_regularization/04_02_how-can-we-measure-model-complexity-l1-vs-l2-regularization.mp4 7.16 MB
intro-tensorflow/05_training-at-scale-with-vertex-ai/01_training-at-scale-with-vertex-ai-module-introduction/01_01_introduction.mp4 493.34 KB
intro-tensorflow/05_training-at-scale-with-vertex-ai/02_scaling-tensorflow-with-vertex-ai/02_01_training-at-scale-with-vertex-ai.mp4 9.47 MB
intro-tensorflow/05_training-at-scale-with-vertex-ai/02_scaling-tensorflow-with-vertex-ai/02_02_lab-intro-training-at-scale-with-the-vertex-ai-training-service.mp4 933.46 KB
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launching-machine-learning/02_get-to-know-your-data-improve-data-through-exploratory-data-analysis/02_improve-data-through-exploratory-data-analysis/02_02_getting-started-with-google-cloud-and-qwiklabs.mp4 10.45 MB
launching-machine-learning/02_get-to-know-your-data-improve-data-through-exploratory-data-analysis/02_improve-data-through-exploratory-data-analysis/02_03_lab-intro-improve-the-quality-of-your-data.mp4 1.7 MB
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launching-machine-learning/02_get-to-know-your-data-improve-data-through-exploratory-data-analysis/02_improve-data-through-exploratory-data-analysis/02_07_data-analysis-and-visualization.mp4 5.1 MB
launching-machine-learning/02_get-to-know-your-data-improve-data-through-exploratory-data-analysis/02_improve-data-through-exploratory-data-analysis/02_08_lab-intro-explore-the-data-using-python-and-bigquery.mp4 1021.57 KB
launching-machine-learning/03_machine-learning-in-practice/01_machine-learning-in-practice-module-introduction/01_01_introduction.mp4 785.93 KB
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launching-machine-learning/04_training-automl-models-using-vertex-ai/01_training-automl-models-using-vertex-ai-module-introduction/01_01_introduction.mp4 604.66 KB
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launching-machine-learning/05_bigquery-machine-learning-develop-ml-models-where-your-data-lives/01_bigquery-machine-learning-module-introduction/01_01_introduction.mp4 594.63 KB
launching-machine-learning/05_bigquery-machine-learning-develop-ml-models-where-your-data-lives/02_develop-ml-models-where-your-data-lives/02_01_training-an-ml-model-using-bigquery-ml.mp4 7.75 MB
launching-machine-learning/05_bigquery-machine-learning-develop-ml-models-where-your-data-lives/02_develop-ml-models-where-your-data-lives/02_02_bigquery-machine-learning-supported-models.mp4 3.22 MB
launching-machine-learning/05_bigquery-machine-learning-develop-ml-models-where-your-data-lives/02_develop-ml-models-where-your-data-lives/02_03_lab-intro-using-bigquery-ml-to-predict-penguin-weight-bigquery-ml-explainable-ai.mp4 631.32 KB
launching-machine-learning/05_bigquery-machine-learning-develop-ml-models-where-your-data-lives/02_develop-ml-models-where-your-data-lives/02_04_lab-demo-using-bigquery-ml-to-predict-penguin-weight-bigquery-ml-explainable-ai.mp4 28.24 MB
launching-machine-learning/05_bigquery-machine-learning-develop-ml-models-where-your-data-lives/02_develop-ml-models-where-your-data-lives/02_05_bigquery-ml-hyperparameter-tuning.mp4 4.44 MB
launching-machine-learning/05_bigquery-machine-learning-develop-ml-models-where-your-data-lives/02_develop-ml-models-where-your-data-lives/02_06_how-to-build-and-deploy-a-recommendation-system-with-bigquery-ml.mp4 7.43 MB
launching-machine-learning/06_optimization/01_optimization-module-introduction/01_01_introduction.mp4 642.58 KB
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launching-machine-learning/06_optimization/02_defining-ml-models/02_03_introduction-to-loss-functions.mp4 9.09 MB
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launching-machine-learning/07_generalization-and-sampling/02_generalization/02_01_generalization-and-ml-models.mp4 7.4 MB
launching-machine-learning/07_generalization-and-sampling/02_generalization/02_02_when-to-stop-model-training.mp4 6.01 MB
launching-machine-learning/07_generalization-and-sampling/03_sampling/03_01_creating-repeatable-samples-in-bigquery.mp4 8.31 MB
launching-machine-learning/07_generalization-and-sampling/03_sampling/03_02_demo-splitting-datasets-in-bigquery.mp4 14.59 MB
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