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Data Engineering on Google Cloud Platform

Focus on Training
Course summary
4 days
London
Open / Scheduled

Course description

Data Engineering on Google Cloud Platform

This four-day instructor-led class provides participants a hands-on introduction to designing and building data processing systems on Google Cloud Platform. This class 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, visualizing query results and creating reports

Suitability - Who should attend?

To get the most of out of this course, participants should have:

  • Completed Google Cloud Fundamentals: Big Data & Machine Learning 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 Python
  • Familiarity with Machine Learning and/or statistics

Training Course Content

Day 1: Serverless Data Analysis

  • Module 1: Serverless data analysis with BigQuery
  • Module 2: Serverless, autoscaling data pipelines with Dataflow

Day 2: Leveraging unstructured data

  • Module 3: Google Cloud Dataproc Overview
  • Module 4: Running Dataproc Jobs
  • Module 5: Integrating Dataproc with Google Cloud Platform
  • Module 6: Making Sense of Unstructured Data with Google’s Machine Learning APIs

Day 3: Serverless Machine Learning

  • 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: ML architectures

Day 4: Resilient streaming systems

  • Module 12: Need for real-time streaming analytics
  • Module 13: Architecture of streaming pipelines
  • Module 14: Stream data and events into PubSub
  • Module 15: Build a stream processing pipeline
  • Module 16: High throughput and low-latency with Bigtable
  • Module 17: Building Dashboards

About provider

Focus on Training

Focus on Training: Best Practice Skills from the Specialists

Focus on Training is a professional training company specialising in offering accredited Project Management and IT programmes. With over 10,000 courses offered in over 100 locations throughout the United Kingdom, Focus is a premier training provider. All programmes can be booked online...


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Contact info

Focus on Training

Olympus House, Werrington Centre
PE4 6NA Peterborough

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www.focus-on-training.co.uk


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