GCP Engineering & Streaming Architecture
Google Cloud
| Intermediate
- 12 videos | 1h 9m 47s
- Includes Assessment
- Earns a Badge
Feature engineering can be an essential tool in applied machine learning when enhancing a dataset. Explore concepts of feature engineering, including areas of streaming architecture and implementations.
WHAT YOU WILL LEARN
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Describe the concepts of feature engineering
Recall the benefits of quality features with feature engineering and feature selection
Describe the process of input selection in feature engineering
Demonstrate feature engineering in use cases
Recall the concepts of streaming data and real-time stream processing
Describe dataflow triggers and late data -
Install java jdk on windows 10
Demonstrate how to install apache maven on windows 10
Install google cloud sdk and initialize sdk shell on windows 10
Demonstrate the process of streaming pipelines using dataflow sdk 2.x and java in cloud sdk shell
Demonstrate the process of streaming pipelines using dataflow sdk 2.x and python in google cloud shell
Describe feature engineering concepts and streaming data architecture
IN THIS COURSE
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4m 2sUpon completion of this video, you will be able to describe the concepts of feature engineering. FREE ACCESS
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1m 54sUpon completion of this video, you will be able to recall the benefits of quality features with feature engineering and feature selection. FREE ACCESS
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3. Input Operations6m 9sUpon completion of this video, you will be able to describe the process of feature selection in engineering. FREE ACCESS
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4. Feature Engineering Operations3m 54sIn this video, you will learn how to use feature engineering in use cases. FREE ACCESS
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5. Exploring Stream Data5m 49sAfter completing this video, you will be able to recall the concepts of streaming data and real-time stream processing. FREE ACCESS
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6. Exploring Dataflow Triggers and Late Data4m 1sUpon completion of this video, you will be able to describe Dataflow triggers and late data. FREE ACCESS
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7. Installing Java JDK on Windows 105m 55sLearn how to install the Java JDK on Windows 10. FREE ACCESS
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8. Installing Apache Maven on Windows 104m 23sIn this video, you will learn how to install Apache Maven on Windows 10. FREE ACCESS
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9. Installing Google Cloud SDK on Windows 105m 9sIn this video, find out how to install the Google Cloud SDK and initialize the SDK Shell on Windows 10. FREE ACCESS
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10. Implementing Streaming Pipelines with Java10m 1sLearn about the process of streaming pipelines using Dataflow SDK 2.x and Java in Cloud SDK Shell. FREE ACCESS
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11. Implementing Streaming Pipelines with Python13m 4sIn this video, you will learn about the process of streaming pipelines using Dataflow SDK 2.x and Python in Google Cloud Shell. FREE ACCESS
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12. Exercise: Features and Streaming Data Models5m 27sAfter completing this video, you will be able to describe feature engineering concepts and streaming data architectures. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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