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Google Cloud BigData and ML Hands-on Webinar
Duration
4 Hours
Course
WEB-GCP-103
Available Formats
Webinar
Course Description
Overview
This 4-hour Google Cloud BigData and ML Hands-on Webinar introduces participants to the big data capabilities of Google Cloud Platform. Through a combination of presentations, demos, and hands-on labs, participants get an overview of the Google Cloud platform and a detailed view of the data processing and machine learning capabilities. This webinar showcases the ease, flexibility, and power of big data solutions on Google Cloud Platform.Objectives
This webinar teaches participants the following skills:
- Identify the purpose and value of the key Big Data and Machine Learning products in the Google Cloud Platform.
- Introductory hands-on exposure and experience working with various Big Data and ML products in the Google Cloud Platform
- Choose between different data processing products on the Google Cloud Platform.
Audience
This webinar is intended for the following:
- Data analysts, Data scientists, Business analysts getting started with Google Cloud Platform.
- Individuals responsible for designing pipelines and architectures for data processing, creating and maintaining machine learning and statistical models, querying datasets, visualizing query results and creating reports.
- Executives and IT decision makers evaluating Google Cloud Platform for use by data scientists.
Topics
Module 1: Introducing Google Cloud Platform
- Google Platform Fundamentals Overview.
- Google Cloud Platform Big Data Products.
- CPUs on demand (Compute Engine).
- A global filesystem (Cloud Storage).
- CloudShell.
- Stepping-stones to the cloud.
- Cloud SQL: your SQL database on the cloud.
- Spark on Dataproc.
- Datalab.
- BigQuery
- Dataflow
- Machine Learning with TensorFlow.
- Using pre-built ML APIs
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Self-Paced Training Info
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- Same in-demand topics as instructor-led public and private classes.
- Standalone learning or supplemental reinforcement.
- e-Learning content varies by course and technology.
- View the Self-Paced version of this outline and what is included in the SPVC course.
- Learn more about e-Learning
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