Google Cloud Fundamentals: Big Data and Machine Learning (GCF-BDM)

 

Course Overview

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.

Who should attend

  • Data analysts, data scientists, and business analysts who are getting started with Google Cloud
  • 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 for use by data scientists

Certifications

This course is part of the following Certifications:

Prerequisites

Basic understanding of one or more of the following:

  • Database query language such as SQL
  • Data engineering workflow from extract, transform, load, to analysis, modeling, and deployment
  • Machine learning models such as supervised versus unsupervised models

Course Objectives

  • Identify the data-to-AI lifecycle on Google Cloud and the major products of big data and machine learning.
  • Design streaming pipelines with Dataflow and Pub/Sub.
  • Analyze big data at scale with BigQuery.
  • Identify different options to build machine learning solutions on Google Cloud.
  • Describe a machine learning workflow and the key steps with Vertex AI.
  • Build a machine learning pipeline using AutoML.

Follow On Courses

Prices & Delivery methods

Online Training

Duration
1 day

Price
  • £ 660.—
Classroom Training

Duration
1 day

Price
  • United Kingdom: £ 660.—

Schedule

Instructor-led Online Training:   This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom. Please note, local pricing is applicable.

English

European Time Zones

4 hours difference to Greenwich Mean Time (GMT)

Online Training This is a FLEX course. Time zone: Gulf Standard Time (GST)
This is a FLEX course, which is delivered both virtually and in the classroom. Please note, local pricing is applicable.

Europe

Germany

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Hamburg This is a FLEX course.   Book now:
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Hamburg This is a FLEX course.   Book now:
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Frankfurt This is a FLEX course.   Book now:
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If you can't find a suitable date, don't forget to check our world-wide FLEX training schedule.