Deeper through GCP Analytics & Scaling
Google Cloud 2018
| Intermediate
- 10 videos | 38m 37s
- Includes Assessment
- Earns a Badge
The big data industry is getting bigger, and GCP has several management tools designed for common use cases. Explore common concepts and use cases, including analytics tools and operations.
WHAT YOU WILL LEARN
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recognize the process for importing data into Cloud SQL
work with Apache Hadoop and GCP to manage Hadoop clusters
work with the cloud service to run Apache Spark clusters
use SparkML for machine learning
recognize best practices in big data analysis -
recall concepts related to the use of GCP Cloud Data Lab
describe BigQuery and its benefits in GCP
identify datasets with machine learning in GCP
recognize machine learning concepts with TensorFlow operations
use various machine learning operations to enhance data analysis in common use cases
IN THIS COURSE
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1. Importing Data with Cloud SQL4m 57sUpon completion of this video, you will be able to recognize the process for importing data into Cloud SQL. FREE ACCESS
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2. Hadoop in GCP3m 6sLearn how to work with Apache Hadoop and Google Cloud Platform to manage Hadoop clusters. FREE ACCESS
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3. Spark on Dataproc2m 14sFind out how to work with the cloud service to run Apache Spark clusters. FREE ACCESS
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4. SparkML2m 43sFind out how to use SparkML for machine learning. FREE ACCESS
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5. Fast Random Access with GCP4m 44sUpon completion of this video, you will be able to recognize best practices for big data analysis. FREE ACCESS
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6. GCP Cloud Data Lab3m 33sAfter completing this video, you will be able to recall concepts related to the use of Google Cloud Platform's Cloud Data Lab. FREE ACCESS
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7. BigQuery Introduction3m 56sAfter completing this video, you will be able to describe BigQuery and its benefits in Google Cloud Platform. FREE ACCESS
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8. Machine Learning and Building Datasets3m 6sLearn how to identify datasets using machine learning in GCP. FREE ACCESS
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9. TensorFlow Framework and Machine Learning4m 25sAfter completing this video, you will be able to recognize machine learning concepts using TensorFlow operations. FREE ACCESS
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10. Exercise: Combining Analysis with Machine Learning5m 53sIn this video, you will learn how to use various machine learning operations to improve data analysis in common use cases. FREE ACCESS
EARN A DIGITAL BADGE WHEN YOU COMPLETE THIS COURSE
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Digital badges are yours to keep, forever.
