Course overview
As a Google Cloud Partner, we’ll share our years of industry experience to help you accelerate your use of the Google Cloud Platform and get you on the path to acquiring the Professional Data Engineer Certification.
Jellyfish has been selected by Google to facilitate the delivery of this four-day course. All of our trainers are experienced practitioners, so you can learn with total confidence.
Through a combination of presentations, demos, and hands-on labs, you will learn how to design data processing systems, build end-to-end data pipelines, analyse data and carry out machine learning.
The course covers structured, unstructured, and streaming data.
This Data Engineering on Google Cloud Platform course is part of the Professional Data Engineer track and is available at our training centre in The Shard, London. This course will be run over four consecutive days. We also offer private training at a location of your choice or via a virtual classroom.
Campus locations
What you'll learn
Upon completion of this course, you will walk away with the ability to:
- Design and build data processing systems on the Google Cloud Platform
- Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow
- Derive business insights from extremely large datasets using Google BigQuery
- Train, evaluate and predict using machine learning models using Tensorflow and Cloud ML
- Leverage unstructured data using Spark and ML APIs on Cloud Dataproc
- Enable instant insights from streaming data
Recognition
Study method
- In-class
- Blended
- Online
Locations
- England
- London
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Duration study load
- 4 days
Entry requirements
To get the most of out of this course, you should have:
- Completed Google Cloud Fundamentals: Big Data & Machine Learning course or have equivalent experience
- Basic proficiency with common query language such as SQL
- Experience with data modelling, extract, transform, load activities
- Developing applications using a common programming language such as Python
- Familiarity with Machine Learning and/or statistics
Who's it for?
This course is intended for experienced developers who are responsible for managing big data transformations including:
- Extracting, loading, transforming, cleaning, and validating data
- Designing pipelines and architectures for data processing
- Creating and maintaining machine learning and statistical models
- Querying datasets, visualising query results and creating reports
Subjects
- Module 1: Google Cloud Dataproc Overview
- Module 2: Running Dataproc Jobs
- Module 3: Integrating Dataproc with Google Cloud Platform
- Module 4: Making Sense of Unstructured Data with Google’s Machine Learning APIs
- Module 5: Serverless data analysis with BigQuery
- Module 6: Serverless, autoscaling data pipelines with Dataflow
- Module 7: Getting started with Machine Learning
- Module 8: Building ML models with Tensorflow
- Module 9: Scaling ML models with CloudML
- Module 10: Feature Engineering
- Module 11: Architecture of streaming analytics pipelines
- Module 12: Ingesting Variable Volumes
- Module 13: Implementing streaming pipelines
- Module 14: Streaming analytics and dashboards
- Module 15: High throughput and low-latency with Bigtable
About Jellyfish Training
Jellyfish is your digital partner. We support and drive digital transformation by providing the right technology, strategy, and training.
Jellyfish Training offer a range of delivery formats to suit all needs. Groups can be of any size, from private team sessions, multi-day workshops for entire organisations, 1-2-1s or even remote/online training catering for teams in different locations, we will be able to create something to suit.
Why Jellyfish Training?
- Industry recognised courses designed and run by experienced
- Professionals who are practitioners in their field
- Global training offering
- Suitable for groups of any size
- Delivered face-to-face, or online
- Google Cloud training partner
- Google Marketing Platform Certified Partner
- LinkedIn virtual course badge
- Corporate packages available
- Special rates for non-profit organisations
- CPD-approved courses
We look forward to teaching you soon.
