Course Overview
This course introduces students to big data and machine learning functions. You’ll begin with a quick overview of Google Cloud and then dive deeper into its data processing capabilities.
Who's It For?
- Data analysts, data scientists, and business analysts 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, visualising query results and creating reports
- Executives and IT decision-makers evaluating Google Cloud for use by data scientists
What You'll Learn
- Identify the purpose and value of the key Big Data and Machine Learning products in Google Cloud
- Use Cloud SQL and Dataproc to migrate existing MySQL and Hadoop/Pig/Spark/Hive workloads to Google Cloud
- Employ BigQuery and Cloud SQL to carry out interactive data analysis
- Choose between different data processing products in Google Cloud
- Create ML models with BigQuery ML, ML APIs, and AutoML
Study Method
- VirtualVirtual Delivery - Live and interactive classroom-style learning conducted completely online
- BlendedBlended delivery - both online course content and partial face to face requirements
- In-classIn class delivery - predominately face to face course content conducted at a specific location
- OnlineOnline delivery - online course content with the exception of assessments and work placement
Duration and Study Load
- 1 day
Entry Requirements
- A common query language such as SQL
- Extract, transform and load activities
- Data modelling
- Machine learning and/or statistics
- Programming in Python
Course Features
Train anywhere
From our state-of-the-art classrooms to telepresence to your offices, your instructor-led training caters to your needs.
Track record
30 years driving innovative, award-winning learning solutions.
More courses, more often
When you train with DDLS, you get more courses, more often, in more locations and from more vendors.
Quality instructors and content
Expert instructors with real-world experience and the latest vendor-approved in-depth course content.
Partner-preferred supplier
Chosen and awarded by the world’s leading vendors as a preferred training partner.
Ahead of the technology curve
No matter your chosen technologies or platforms, we can help you stay one step ahead.
Professional Recognition
Google Cloud at DDLS
DDLS is Australia’s only national Google Cloud Authorised Training Partner. Get the skills needed to build, test and deploy applications on this highly scalable infrastructure. Engineered to handle the most data-intensive work you can throw at it, DDLS can support you through training wherever you are in your Cloud adoption journey.
Subjects
About Lumify Work (Previously DDLS)
Lumify Group was previously known as DDLS Group. We help business and enterprise customers turn change into opportunity through instructor-led, vendor-certified, IT and process training.
Developed in partnership with the world’s leading tech vendors and delivered by industry-accredited experts, our courses are pragmatic, future-focused and real-world ready. From cybersecurity to cloud computing, AI to agile, our award-winning trainers deliver cutting-edge content to over 20,000 students online, in classrooms and in workplaces, every year.