Copyright 2023 Google LLC
Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at
https://www.apache.org/licenses/LICENSE-2.0
Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.
This repository features self-contained, hands-on-labs with detailed step-by-step instructions and associated collateral (data, code, configuration) to enable Real Time Intelligence learning.
| # | Use Case | Lab summary | Contributed by |
|---|---|---|---|
| 1. | Real Time Prediction | A real-time, streaming, machine learning (ML) prediction pipeline that uses Dataflow, Pub/Sub, Vertex AI, BigQuery and Cloud Storage | Sam Iyer |
| 2. | Anomaly Detection Interactive Notebook | Running an Apache Beam pipeline using Dataflow notebooks | Smitha Venkat, Purnima Maganti and Mohamed Barry |
See the contributing instructions to get started contributing.
All solutions within this repository are provided under the Apache 2.0 license. Please see the LICENSE file for more detailed terms and conditions.
This repository and its contents are not an official Google Product.
Share you feedback, ideas, by logging issues.
| # | Release Summary | Date | Contributor |
|---|---|---|---|
| 1. | Initial release | 4/4/2023 | Various |
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