| 01. Introduction.mp4 | 7 MB | ||
| 01. Introduction.vtt | 7.6 KB | ||
| 02. Big data challenges.mp4 | 3.8 MB | ||
| 02. Big data challenges.vtt | 2.9 KB | ||
| 02. Compute.mp4 | 11.2 MB | ||
| 02. Compute.vtt | 7.6 KB | ||
| 02. Data preparation.mp4 | 4.6 MB | ||
| 02. Data preparation.vtt | 4.6 KB | ||
| 02. Storage and analytics.mp4 | 5.2 MB | ||
| 02. Storage and analytics.vtt | 5.2 KB | ||
| 03. BigQuery demo - San Francisco bike share.mp4 | 34.6 MB | ||
| 03. BigQuery demo - San Francisco bike share.vtt | 18 KB | ||
| 03. Message-oriented architecture.mp4 | 8.7 MB | ||
| 03. Message-oriented architecture.vtt | 7 KB | ||
| 03. Model training.mp4 | 6.3 MB | ||
| 03. Model training.vtt | 5.7 KB | ||
| 03. Storage.mp4 | 6.7 MB | ||
| 03. Storage.vtt | 6.4 KB | ||
| 04. Designing streaming pipelines with Apache Beam.mp4 | 3.8 MB | ||
| 04. Designing streaming pipelines with Apache Beam.vtt | 3.2 KB | ||
| 04. Introduction to BigQuery ML.mp4 | 7.2 MB | ||
| 04. Introduction to BigQuery ML.vtt | 6.1 KB | ||
| 04. Model evaluation.mp4 | 6.7 MB | ||
| 04. Model evaluation.vtt | 6.9 KB | ||
| 04. The history of big data and ML products.mp4 | 5.7 MB | ||
| 04. The history of big data and ML products.vtt | 5.9 KB | ||
| 05. Big data and ML product categories.mp4 | 3.6 MB | ||
| 05. Big data and ML product categories.vtt | 3.1 KB | ||
| 05. Implementing streaming pipelines on Cloud Dataflow.mp4 | 5.6 MB | ||
| 05. Implementing streaming pipelines on Cloud Dataflow.vtt | 4.9 KB | ||
| 05. Model deployment and monitoring.mp4 | 5.4 MB | ||
| 05. Model deployment and monitoring.vtt | 5.5 KB | ||
| 05. Using BigQuery ML to predict customer lifetime value.mp4 | 8 MB | ||
| 05. Using BigQuery ML to predict customer lifetime value.vtt | 6.7 KB | ||
| 06. BigQuery ML project phases.mp4 | 3.5 MB | ||
| 06. BigQuery ML project phases.vtt | 2.6 KB | ||
| 06. Customer example - Gojek.mp4 | 5.9 MB | ||
| 06. Customer example - Gojek.vtt | 5.6 KB | ||
| 06. Lab introduction - Predicting loan risk with AutoML.mp4 | 792.5 KB | ||
| 06. Lab introduction - Predicting loan risk with AutoML.vtt | 819.2 B | ||
| 06. Visualization with Looker.mp4 | 4.8 MB | ||
| 06. Visualization with Looker.vtt | 4.2 KB | ||
| 07. BigQuery ML key commands.mp4 | 5.6 MB | ||
| 07. BigQuery ML key commands.vtt | 4.6 KB | ||
| 07. Pluralsight - Getting Started with GCP and Qwiklabs.mp4 | 9.8 MB | ||
| 07. Pluralsight - Getting Started with GCP and Qwiklabs.vtt | 5.3 KB | ||
| 07. Visualization with Data Studio.mp4 | 2.3 MB | ||
| 07. Visualization with Data Studio.vtt | 2.1 KB | ||
| 08. Lab introduction - Creating a streaming data pipeline for a Real-Time dashboard wit.mp4 | 1.5 MB | ||
| 08. Lab introduction - Creating a streaming data pipeline for a Real-Time dashboard wit.vtt | 1.3 KB | ||
| 08. Lab introduction - Exploring a BigQuery Public Dataset.mp4 | 1.2 MB | ||
| 08. Lab introduction - Exploring a BigQuery Public Dataset.vtt | 1.1 KB | ||
| 08. Lab introduction - Predicting Visitor Purchases Using BigQuery ML.mp4 | 1.3 MB | ||
| 08. Lab introduction - Predicting Visitor Purchases Using BigQuery ML.vtt | 1.3 KB | ||
| 08. Lab recap - Predicting loan risk with AutoML.mp4 | 4.2 MB | ||
| 08. Lab recap - Predicting loan risk with AutoML.vtt | 4.2 KB | ||
| 09. Summary.mp4 | 1.2 MB | ||
| 09. Summary.vtt | 1.1 KB | ||
| 1. Course summary.mp4 | 6.7 MB | ||
| 1. Course summary.vtt | 5.9 KB | ||
| 1. Introduction.mp4 | 3.7 MB | ||
| 1. Introduction.vtt | 3.4 KB | ||
| 1. Meet the author.mp4 | 4.7 MB | ||
| 1. Meet the author.vtt | 1.6 KB | ||
| 10. Summary.mp4 | 2.7 MB | ||
| 10. Summary.vtt | 2.3 KB | ||
| 2. Course introduction.mp4 | 7 MB | ||
| 2. Course introduction.vtt | 6.3 KB | ||
| 2. Options to build ML models.mp4 | 5.5 MB | ||
| 2. Options to build ML models.vtt | 5.2 KB | ||
| 3. Pre-built APIs.mp4 | 3.8 MB | ||
| 3. Pre-built APIs.vtt | 3 KB | ||
| 4. AutoML.mp4 | 9.1 MB | ||
| 4. AutoML.vtt | 10.2 KB | ||
| 5. Custom training.mp4 | 1.9 MB | ||
| 5. Custom training.vtt | 2 KB | ||
| 6. Vertex AI.mp4 | 5.4 MB | ||
| 6. Vertex AI.vtt | 5.4 KB | ||
| 7. AI Solutions.mp4 | 3.1 MB | ||
| 7. AI Solutions.vtt | 3.5 KB | ||
| 8. Summary.mp4 | 2.9 MB | ||
| 8. Summary.vtt | 2.8 KB | ||
| Bonus Resources.txt | 409.6 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ▲ 94 total files | |||
Google Cloud Big Data and Machine Learning Fundamentals
https://CourseLala.com
Released 30/08/2022
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English + vtt | Duration: 2h 31m | Size: 250.7 MB
This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle.
This course introduces the Google Cloud big data and machine learning products and services that support the data-to-AI lifecycle. It explores the processes, challenges, and benefits of building a big data pipeline and machine learning models with Vertex AI on Google Cloud.
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