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

This class is intended for the following:

  • 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

This course teaches participants the following skills:

  • Recognize 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

Course Content

  • Module 1: Big Data and Machine Learning on Google Cloud
  • Module 2: Data Engineering for Streaming Data
  • Module 3: Big Data with BigQuery
  • Module 4: Machine Learning Options on Google Cloud
  • Module 5: The Machine Learning Workflow with Vertex AI
  • Module 6: Course Summary

Price & Delivery methods

Online Training

Duration
1 day

Price
  • 695.— €
Classroom Training

Duration
1 day

Price
  • The Netherlands: 695.— €
  • Belgium: 695.— €

Schedule

Fast Lane will carry out all guaranteed training regardless of the number of attendees, exempt from force majeure or other unexpected events, like e.g. accidents or illness of the trainer, which prevent the course from being conducted.
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.

English

Time zone: Central European Summer Time (CEST)   ±1 hour

Online Training Time zone: Central European Summer Time (CEST)
Online Training Time zone: Central European Summer Time (CEST)
Online Training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)
Online Training Time zone: Central European Summer Time (CEST)
Online Training Time zone: Central European Time (CET)
Online Training Time zone: Central European Time (CET)

2 hours difference

Online Training This is a FLEX course. Time zone: Gulf Standard Time (GST)
Online Training This is a FLEX course. Time zone: Gulf Standard Time (GST)

3 hours difference

Online Training This is a FLEX course. Time zone: Gulf Standard Time (GST)

6 hours difference

Online Training Time zone: UTC+8

7 hours difference

Enroll Time zone: Central Daylight Time (CDT) Guaranteed To Run
Online Training Time zone: UTC+8
This is a FLEX course, which is delivered both virtually and in the classroom.

Europe

Germany

Hamburg This is a FLEX course.   Time zone: Europe/Berlin Enroll:
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Munich This is a FLEX course.   Time zone: Europe/Berlin Enroll:
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Frankfurt This is a FLEX course.   Time zone: Europe/Berlin Enroll:
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Berlin This is a FLEX course.   Time zone: Europe/Berlin Enroll:
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France

Paris This is a FLEX course.   Time zone: Europe/Paris Enroll:
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Paris This is a FLEX course.   Time zone: Europe/Paris Enroll:
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Italy

Rome This is a FLEX course.   Time zone: Europe/Rome Enroll:
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Milan This is a FLEX course.   Time zone: Europe/Rome Enroll:
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Rome This is a FLEX course.   Time zone: Europe/Rome Enroll:
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Switzerland

Zurich Enroll
Zurich This is a FLEX course.   Time zone: Europe/Zurich Enroll:
for online training
for classroom training
Zurich This is a FLEX course.   Time zone: Europe/Zurich Enroll:
for online training
for classroom training