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.— €
Dates and Booking
Enquire a date
Classroom Training

Duration
1 day

Price
  • The Netherlands: 695.— €
  • Belgium: 695.— €
Dates and Booking
Enquire a date

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.

English

Time zone: Central European Time (CET)   ±1 hour

Online Training Time zone: Central European Time (CET)
Online Training Time zone: Central European Time (CET)
Online Training Time zone: Central European Summer Time (CEST)
Online Training Time zone: Central European Summer Time (CEST)

3 hours difference

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.

Europe

Germany

 Hamburg This is a FLEX course.   Time zone: Central European Time (CET) Enroll:
for online training
for classroom training
Frankfurt This is a FLEX course.   Time zone: Central European Time (CET) Enroll:
for online training
for classroom training
Berlin This is a FLEX course.   Time zone: Central European Summer Time (CEST) Enroll:
for online training
for classroom training
Hamburg This is a FLEX course.   Time zone: Central European Summer Time (CEST) Enroll:
for online training
for classroom training
Hamburg This is a FLEX course.   Time zone: Central European Summer Time (CEST) Enroll:
for online training
for classroom training
Frankfurt This is a FLEX course.   Time zone: Central European Time (CET) Enroll:
for online training
for classroom training