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
  • CHF 850.—
Classroom Training

Duration
1 day

Price
  • Switzerland: CHF 850.—

Schedule

Instructor-led Online Training:   Course conducted online in a virtual classroom.
FLEX Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.

English

Time zone: Central European Summer Time (CEST)

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

3 hours difference

Online Training
Classroom option: Dubai, United Arab Emirates
Time zone: Gulf Standard Time (GST)

7 hours difference

Online Training Time zone: Singapore Time (SGT)
FLEX Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.

Switzerland

Zurich

Germany

Berlin
Hamburg
Frankfurt
Berlin
Hamburg
Hamburg
Frankfurt
Munich

If you can't find a suitable date, don't forget to check our world-wide FLEX training schedule.