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

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
  • 650.— €

Courseware language: English

Classroom Training

Duration
1 day

Price
  • Germany: 650.— €
  • Switzerland: CHF 850.—

Courseware language: English

Schedule

Guaranteed date:   The course is guaranteed to run regardless of the number of participants. This excludes unforeseeable events (e.g. accident, illness of the trainer) which make it impossible to carry out the course.
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)   ±1 hour

Online Training Time zone: Central European Summer Time (CEST)
Online Training Time zone: Central European Summer Time (CEST)
Online Training
Classroom option: Cairo, Egypt
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
Classroom option: Dubai, United Arab Emirates
Time zone: Gulf Standard Time (GST)
Online Training
Classroom option: Dubai, United Arab Emirates
Time zone: Gulf Standard Time (GST)

3 hours difference

Online Training
Classroom option: Dubai, United Arab Emirates
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 date!
Online Training Time zone: UTC+8
FLEX Classroom Training (hybrid course):   Course participation either on-site in the classroom or online from the workplace or from home.

Germany

Munich
Frankfurt
Berlin

Switzerland

Zurich
Zurich
Zurich

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