| CDR007/01_introduction/01_introduction/01_01_course-introduction.en.srt |
1 KB |
| CDR007/01_introduction/01_introduction/01_01_course-introduction.en.txt |
927 B |
| CDR007/01_introduction/01_introduction/01_01_course-introduction.mp4 |
3.4 MB |
| CDR007/01_introduction/01_introduction/01_02_getting-started-with-google-cloud-and-qwiklabs.en.srt |
8 KB |
| CDR007/01_introduction/01_introduction/01_02_getting-started-with-google-cloud-and-qwiklabs.en.txt |
4 KB |
| CDR007/01_introduction/01_introduction/01_02_getting-started-with-google-cloud-and-qwiklabs.mp4 |
7.4 MB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_01_what-is-ml.en.srt |
11 KB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_01_what-is-ml.en.txt |
7 KB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_01_what-is-ml.mp4 |
15.1 MB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_02_machine-learning-and-ai.en.srt |
6 KB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_02_machine-learning-and-ai.en.txt |
3 KB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_02_machine-learning-and-ai.mp4 |
8 MB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_03_ml-options-on-google-cloud-platform.en.srt |
2 KB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_03_ml-options-on-google-cloud-platform.en.txt |
1 KB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_03_ml-options-on-google-cloud-platform.mp4 |
1.4 MB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_04_game-reviewing-key-ml-concepts.en.srt |
9 KB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_04_game-reviewing-key-ml-concepts.en.txt |
5 KB |
| CDR007/02_introduction-to-analytics-and-ai/01_analytics-and-ai/01_04_game-reviewing-key-ml-concepts.mp4 |
7.9 MB |
| CDR007/03_prebuilt-ml-model-apis-for-unstructured-data/01_prebuilt-ml-model-apis/01_01_unstructured-data-is-hard.en.srt |
5 KB |
| CDR007/03_prebuilt-ml-model-apis-for-unstructured-data/01_prebuilt-ml-model-apis/01_01_unstructured-data-is-hard.en.txt |
3 KB |
| CDR007/03_prebuilt-ml-model-apis-for-unstructured-data/01_prebuilt-ml-model-apis/01_01_unstructured-data-is-hard.mp4 |
5 MB |
| CDR007/03_prebuilt-ml-model-apis-for-unstructured-data/01_prebuilt-ml-model-apis/01_02_ml-apis-for-enriching-data.en.srt |
7 KB |
| CDR007/03_prebuilt-ml-model-apis-for-unstructured-data/01_prebuilt-ml-model-apis/01_02_ml-apis-for-enriching-data.en.txt |
4 KB |
| CDR007/03_prebuilt-ml-model-apis-for-unstructured-data/01_prebuilt-ml-model-apis/01_02_ml-apis-for-enriching-data.mp4 |
8.8 MB |
| CDR007/03_prebuilt-ml-model-apis-for-unstructured-data/02_lab/02_01_lab-intro-using-the-natural-language-api-to-classify-unstructured-text.en.srt |
1 KB |
| CDR007/03_prebuilt-ml-model-apis-for-unstructured-data/02_lab/02_01_lab-intro-using-the-natural-language-api-to-classify-unstructured-text.en.txt |
690 B |
| CDR007/03_prebuilt-ml-model-apis-for-unstructured-data/02_lab/02_01_lab-intro-using-the-natural-language-api-to-classify-unstructured-text.mp4 |
1.7 MB |
| CDR007/04_big-data-analytics-with-cloud-ai-platform-notebooks/01_cloud-ai-platform-notebooks/01_01_whats-a-notebook.en.srt |
8 KB |
| CDR007/04_big-data-analytics-with-cloud-ai-platform-notebooks/01_cloud-ai-platform-notebooks/01_01_whats-a-notebook.en.txt |
4 KB |
| CDR007/04_big-data-analytics-with-cloud-ai-platform-notebooks/01_cloud-ai-platform-notebooks/01_01_whats-a-notebook.mp4 |
5.7 MB |
| CDR007/04_big-data-analytics-with-cloud-ai-platform-notebooks/01_cloud-ai-platform-notebooks/01_02_bigquery-magic-and-ties-to-pandas.en.srt |
2 KB |
| CDR007/04_big-data-analytics-with-cloud-ai-platform-notebooks/01_cloud-ai-platform-notebooks/01_02_bigquery-magic-and-ties-to-pandas.en.txt |
1 KB |
| CDR007/04_big-data-analytics-with-cloud-ai-platform-notebooks/01_cloud-ai-platform-notebooks/01_02_bigquery-magic-and-ties-to-pandas.mp4 |
2.4 MB |
| CDR007/04_big-data-analytics-with-cloud-ai-platform-notebooks/02_lab/02_01_lab-intro-bigquery-in-jupyter-labs-on-ai-platform.en.srt |
829 B |
| CDR007/04_big-data-analytics-with-cloud-ai-platform-notebooks/02_lab/02_01_lab-intro-bigquery-in-jupyter-labs-on-ai-platform.en.txt |
431 B |
| CDR007/04_big-data-analytics-with-cloud-ai-platform-notebooks/02_lab/02_01_lab-intro-bigquery-in-jupyter-labs-on-ai-platform.mp4 |
1 MB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_01_phases-of-ml-projects.en.srt |
4 KB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_01_phases-of-ml-projects.en.txt |
2 KB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_01_phases-of-ml-projects.mp4 |
3.6 MB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_02_ways-to-do-custom-ml-on-gcp.en.srt |
8 KB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_02_ways-to-do-custom-ml-on-gcp.en.txt |
5 KB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_02_ways-to-do-custom-ml-on-gcp.mp4 |
7.3 MB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_03_kubeflow.en.srt |
9 KB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_03_kubeflow.en.txt |
4 KB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_03_kubeflow.mp4 |
6.4 MB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_04_ai-hub.en.srt |
2 KB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_04_ai-hub.en.txt |
1 KB |
| CDR007/05_productionizing-custom-ml-models/01_productionizing-custom-ml-models/01_04_ai-hub.mp4 |
2 MB |
| CDR007/05_productionizing-custom-ml-models/02_lab/02_01_lab-intro-running-ai-models-on-kubeflow.en.srt |
387 B |
| CDR007/05_productionizing-custom-ml-models/02_lab/02_01_lab-intro-running-ai-models-on-kubeflow.en.txt |
190 B |
| CDR007/05_productionizing-custom-ml-models/02_lab/02_01_lab-intro-running-ai-models-on-kubeflow.mp4 |
490 KB |
| CDR007/05_productionizing-custom-ml-models/03_summary/03_01_summary.en.srt |
657 B |
| CDR007/05_productionizing-custom-ml-models/03_summary/03_01_summary.en.txt |
361 B |
| CDR007/05_productionizing-custom-ml-models/03_summary/03_01_summary.mp4 |
974 KB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/01_bigquery-ml/01_01_bigquery-ml-for-quick-model-building.en.srt |
9 KB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/01_bigquery-ml/01_01_bigquery-ml-for-quick-model-building.en.txt |
5 KB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/01_bigquery-ml/01_01_bigquery-ml-for-quick-model-building.mp4 |
8.3 MB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/01_bigquery-ml/01_02_classification-regregression-and-recommender-models.en.srt |
9 KB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/01_bigquery-ml/01_02_classification-regregression-and-recommender-models.en.txt |
5 KB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/01_bigquery-ml/01_02_classification-regregression-and-recommender-models.mp4 |
7.5 MB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/01_bigquery-ml/01_03_unsupervised-ml-with-clustering-models.en.srt |
5 KB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/01_bigquery-ml/01_03_unsupervised-ml-with-clustering-models.en.txt |
2 KB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/01_bigquery-ml/01_03_unsupervised-ml-with-clustering-models.mp4 |
4.6 MB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/02_lab/02_01_lab-intro-predict-bike-trip-duration-with-a-regression-model-in-bqml.en.srt |
488 B |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/02_lab/02_01_lab-intro-predict-bike-trip-duration-with-a-regression-model-in-bqml.en.txt |
291 B |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/02_lab/02_01_lab-intro-predict-bike-trip-duration-with-a-regression-model-in-bqml.mp4 |
822 KB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/03_lab/03_01_lab-intro-movie-recommendations-in-bigquery-ml.en.srt |
409 B |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/03_lab/03_01_lab-intro-movie-recommendations-in-bigquery-ml.en.txt |
245 B |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/03_lab/03_01_lab-intro-movie-recommendations-in-bigquery-ml.mp4 |
647 KB |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/04_summary/04_01_summary.en.srt |
521 B |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/04_summary/04_01_summary.en.txt |
291 B |
| CDR007/06_custom-model-building-with-sql-in-bigquery-ml/04_summary/04_01_summary.mp4 |
591 KB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_01_why-auto-ml.en.srt |
16 KB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_01_why-auto-ml.en.txt |
10 KB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_01_why-auto-ml.mp4 |
17.4 MB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_02_auto-ml-vision.en.srt |
4 KB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_02_auto-ml-vision.en.txt |
2 KB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_02_auto-ml-vision.mp4 |
3.7 MB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_03_auto-ml-nlp.en.srt |
5 KB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_03_auto-ml-nlp.en.txt |
2 KB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_03_auto-ml-nlp.mp4 |
4.1 MB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_04_auto-ml-tables.en.srt |
8 KB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_04_auto-ml-tables.en.txt |
5 KB |
| CDR007/07_custom-model-building-with-cloud-automl/01_cloud-automl/01_04_auto-ml-tables.mp4 |
12.2 MB |
| CDR007/08_summary/01_summary/01_01_course-summary.en.srt |
5 KB |
| CDR007/08_summary/01_summary/01_01_course-summary.en.txt |
2 KB |
| CDR007/08_summary/01_summary/01_01_course-summary.mp4 |
10.1 MB |
| CDR007/09_Resources/01_course-slides/01_01__M0_-_Introduction_Slides.pdf |
159 KB |
| CDR007/09_Resources/01_course-slides/01_01__M1_-_Introduction_to_Analytics_and_AI_Slides.pdf |
3 MB |
| CDR007/09_Resources/01_course-slides/01_01__M2_-_Prebuilt_ML_model_APIs_for_Unstructured_Data_Slides.pdf |
5.5 MB |
| CDR007/09_Resources/01_course-slides/01_01__M3_-_Big_Data_Analytics_with_Cloud_AI_Platform_Notebooks_Slides.pdf |
2.8 MB |
| CDR007/09_Resources/01_course-slides/01_01__M4_-_Production_ML_Pipelines_with_Kubeflow_Slides.pdf |
3.2 MB |
| CDR007/09_Resources/01_course-slides/01_01__M5_-_Custom_Model_building_with_SQL_in_BigQuery_ML_Slides.pdf |
1.7 MB |
| CDR007/09_Resources/01_course-slides/01_01__M6_-_Custom_Model_building_with_Cloud_AutoML_Slides.pdf |
5.7 MB |
| CDR007/09_Resources/01_course-slides/01_01__M7_-_Summary_Slides.pdf |
189 KB |
| CDR007/09_Resources/01_course-slides/01_01__resources.html |
3 KB |
Magnet link
