November 20, 2025 | 9 AM – 5 PM (CET)

Introduction to Data Analytics on Google Cloud

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.

Missed the live event? No problem! Contact us to learn about on-demand recordings or similar trainings.

Contact us

Date

Nov 20, 2025

Time

9 AM to 5 PM (CET)

Location

Online – Google Meet

Language

English

Speakers

1

Speaker

Meet the cloud expert who will share his knowledge and expertise with you this afternoon.

Martijn van de Grift

Practice Lead u0026amp; Authorized Cloud Trainer + Google Cloud Practice CTO

Who Should Attend

This course if for

    u003cliu003eData Analysts, Data Engineers, Data Scientists, and ML Engineers who are getting started with Google Cloud.u003c/liu003eu003cliu003eIndividuals 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.u003c/liu003eu003cliu003eExecutives and IT decision-makers evaluating Google Cloud for use by data scientists.u003c/liu003e

Objectives

    u003cliu003eIdentify the data-to-AI lifecycle on Google Cloud and the major products of big data and machine learning.u003c/liu003eu003cliu003eDesign streaming pipelines with Dataflow and Pub/Sub.u003c/liu003eu003cliu003eAnalyze big data at scale with BigQuery.u003c/liu003eu003cliu003eIdentify different options to build machine learning solutions on Google Cloud.u003c/liu003eu003cliu003eDescribe a machine learning workflow and the key steps with Vertex AI.u003c/liu003eu003cliu003eBuild a machine learning pipeline using AutoML.u003c/liu003e

What You Need to Know

Prerequisites

This training is open to all.

Certification

This course is not associated with any Google Cloud certification, but attendees who successfully pass the Qwiklabs receive a certificate of attendance.

Program

The course includes presentations, demonstrations, and hands-on labs.

Module 1

u003cstrongu003eu003cstrongu003eBig Data and Machine Learning on Google Cloudu003c/strongu003eu003c/strongu003e

    u003cliu003eIdentify the different aspects of Google Cloud’s infrastructureu003c/liu003eu003cliu003eIdentify the big data and machine learning products on Google Cloudu003c/liu003e

Module 2

u003cstrongu003eu003cstrongu003eData Engineering for Streaming Datau003c/strongu003eu003c/strongu003e

    u003cliu003eDescribe an end-to-end streaming data workflow from ingestion to data visualizationu003c/liu003eu003cliu003eIdentify modern data pipeline challenges and how to solve them at scale with Dataflowu003c/liu003eu003cliu003eBuild collaborative real-time dashboards with data visualization toolsu003c/liu003e

Module 3

u003cstrongu003eu003cstrongu003eBig Data with BigQueryu003c/strongu003eu003c/strongu003e

    u003cliu003eDescribe the essentials of BigQuery as a data warehouseu003c/liu003eu003cliu003eExplain how BigQuery processes queries and stores datau003c/liu003eu003cliu003eDefine BigQuery ML project phasesu003c/liu003eu003cliu003eBuild a custom machine learning model with BigQuery MLu003c/liu003e

Module 4

u003cstrongu003eu003cstrongu003eMachine Learning Options on Google Cloudu003c/strongu003eu003c/strongu003e

    u003cliu003eIdentify different options to build ML models on Google Cloudu003c/liu003eu003cliu003eDefine Vertex AI and its major features and benefitsu003c/liu003eu003cliu003eDescribe AI solutions in both horizontal and vertical marketsu003c/liu003e

Module 5

u003cstrongu003eu003cstrongu003eThe Machine Learning Workflow with Vertex AIu003c/strongu003eu003c/strongu003e

    u003cliu003eDescribe a ML workflow and the key stepsu003c/liu003eu003cliu003eIdentify the tools and products to support each stageu003c/liu003eu003cliu003eBuild an end-to-end ML workflow using AutoMLu003c/liu003e

Module 6

u003cstrongu003eSummaryu003c/strongu003e

    u003cliu003eRecap of key learning pointsu003c/liu003eu003cliu003eResourcesu003c/liu003e

Reserve your spot

Reserve your spot and join this u003cstrongu003eu003cstrongu003eFree Introduction to Data Analytics on Google Cloudu003c/strongu003eu003c/strongu003e via Google Meet.

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