Data Engineering on Google Cloud Platform

Data Engineering on Google Cloud Platform

Gain a hands-on introduction to designing and building data processing systems on the Google Cloud Platform with this four-day instructor led course.

£2,195
ex VAT

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.

We also offer private training for your team, which is available upon request. You can also view our full range of Google Cloud courses here.

Data Engineering on Google Cloud Platform 4 day Classroom Course

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

By the end of the course, you'll be on the right path to acquiring the Professional Data Engineer Certification.

What will I learn?
Upon completion of this course you'll have gained the skills to:
  • Design and build data processing systems on 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
Prerequisites
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 modeling, extract, transform, load activities
  • Developing applications using a common programming language such as Python
  • Familiarity with Machine Learning and/or statistics

Course Overview
Day 1: Making Sense of Unstructured Data with Google’s Machine Learning APIs
  • 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
Day 2: Serverless Data Analysis with Google BigQuery and Cloud Dataflow
  • Module 5: Serverless data analysis with BigQuery
  • Module 6: Serverless, autoscaling data pipelines with Dataflow
Day 3: Serverless Machine Learning with TensorFlow on Google Cloud Platform
  • 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
Day 4: Building Resilient Streaming Systems on Google Cloud Platform
  • 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
4 days£2,195 ex VAT
Upcoming CoursesView all
Mon | July 8 | 4 day
Data Engineering on Google Cloud Platform
The Shard, London
£2,195 +VAT
Mon | September 9 | 4 day
Data Engineering on Google Cloud Platform
The Shard, London
£2,195 +VAT
Our facilities
Trainers

Trainers

Our trainers are all seasoned experts that have extensive experience working in the industry. They will be happy to answer questions, on the day or post training as part of our ongoing support.

Facilities

Facilities

Jellyfish have first class training facilities. Our flagship training centre is located at The Shard in London and we also have premium training facilities in the US, Spain and South Africa. We can also train at a location of your choice.

Food & Drink

Food & Drink

We pride ourselves on providing our attendees with high quality food and refreshments. Both are available throughout the day and we cater for any dietary requirements for you.

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