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

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

Prices & Delivery methods

Online Training

Duration
1 day

Price
  • on request
Classroom Training

Duration
1 day

Price
  • on request

Schedule

English

Time zone: Eastern European Time (EET)

Online Training This is a FLEX course. Time zone: Eastern European Time (EET)
Online Training This is a FLEX course. Time zone: Eastern European Summer Time (EEST)

1 hour difference

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

2 hours difference

Online Training This is a FLEX course. Time zone: Gulf Standard Time (GST)

5 hours difference

Online Training Time zone: UTC+8
Online Training Time zone: UTC+8

6 hours difference

Online Training Time zone: UTC+8

8 hours difference

Enroll Time zone: Central Standard Time (CST) Guaranteed date!
Enroll Time zone: Central Standard Time (CST) Guaranteed date!
Enroll Time zone: Central Daylight Time (CDT) Guaranteed date!
Enroll Time zone: Central Daylight Time (CDT) Guaranteed date!
Enroll Time zone: Central Daylight Time (CDT) Guaranteed date!
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 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. All FLEX courses are also Instructor-led Online Trainings (ILO).

Egypt

Cairo
Cairo

Middle East

Oman

Muscat
Muscat
Muscat

Qatar

Doha
Doha
Doha
Doha

Saudi Arabia

Riyadh
Riyadh
Riyadh

United Arab Emirates

Dubai
Dubai
Dubai
This is a FLEX course, which is delivered both virtually and in the classroom. All FLEX courses are also Instructor-led Online Trainings (ILO).