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,– €
Classroom training

Duration
1 day

Price
  • Sverige: 650,– €

Schedule

English

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

Online training Time zone: Central European Summer Time (CEST) Course language: English
Online training Time zone: Central European Summer Time (CEST) Course language: English
Online training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)
Online training Time zone: Central European Summer Time (CEST) Course language: English
Online training Time zone: Central European Time (CET) Course language: English
Online training Time zone: Central European Time (CET) Course language: English

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 Course language: English

7 hours difference

Enroll Time zone: Central Daylight Time (CDT) Course language: English guaranteed!
Online training Time zone: UTC+8 Course language: English
Guaranteed date:   We 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 is an Instructor-Led Online course
This is a FLEX course, which is delivered both virtually and in the classroom.

Middle East

Oman

Muscat Course language: English
Muscat Course language: English
Muscat Course language: English

Qatar

Doha Course language: English
Doha Course language: English
Doha Course language: English

Saudi Arabia

Riyadh Course language: English
Riyadh Course language: English
Riyadh Course language: English

United Arab Emirates

Dubai Course language: English
Dubai Course language: English
Dubai Course language: English
This is a FLEX course, which is delivered both virtually and in the classroom.