
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
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
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.
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
Online Training
Duration 1 day
Price (excl. tax)
- 650.— €
Courseware language: English
Classroom Training
Duration 1 day
Price (excl. tax)
- Germany: 650.— €
- Switzerland: CHF 850.—
- Coffee, Tea, Juice, Water, Soft drinks
- Pastry and Sweets
- Fresh fruits
- Lunch in a nearby restaurant
* Catering information only valid for courses delivered by Fast Lane.
Courseware language: English
Schedule
English
Time zone: Central European Summer Time (CEST) ±1 hour
2 hours difference
3 hours difference
4 hours difference
6 hours difference
German
Time zone: Central European Summer Time (CEST) ±1 hour
Spanish
4 hours difference
5 hours difference
6 hours difference
7 hours difference
8 hours difference
Italian
Time zone: Central European Summer Time (CEST) ±1 hour
Portuguese
4 hours difference
5 hours difference
Europe
Italy
Time zone: Central European Summer Time (CEST)
United Kingdom
Asia Pacific
India
Time zone: India Standard Time (IST)
Time zone: India Standard Time (IST)