GCP Fundamentals: Big Data & Machine Learning

GCP Fundamentals: Big Data & Machine Learning

Want to understand the big data capabilities of the Google Cloud Platform? This one-day course is the first step towards Google machine learning certification.

£595
ex VAT

As a Google Cloud Partner, we’ll help equip you with the skills to process data efficiently and effectively to scale, using a range of specially designed Google Products on the Google Cloud Platform.

Jellyfish has been selected by Google to facilitate the delivery of this one-day instructor led course. All of our trainers are experienced practitioners, so you can learn with total confidence.

Through expert guidance and practical labs, you’ll gain an overview of the Google Cloud platform and a detailed view of the data processing and machine learning capabilities.

This course showcases the ease, flexibility, and power of big data solutions on Google Cloud Platform.

This Google Cloud Platform Fundamentals: Big Data & Machine Learning course is part of the Professional Data Engineer track and is available at our training centre in The Shard, London.

You can also view our full range of Google Cloud courses here.

GCP Fundamentals: Big Data & Machine Learning1 day Classroom Course

This course is intended for the following:

  • Data analysts, Data scientists, Business analysts getting started with Google Cloud Platform
  • 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 Platform for use by data scientists

At the end of the day, you’ll leave with a deeper understanding of the data processing capabilities available with the Google Cloud Platform. You will have gained the underpinning knowledge to complete the Data Engineering on Google Cloud Platform course and will 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:
  • Identify the purpose and value of the key Big Data and Machine Learning products in the Google Cloud Platform
  • Use Cloud SQL and Cloud Dataproc to migrate existing MySQL and Hadoop/Pig/Spark/Hive workloads to Google Cloud Platform
  • Employ BigQuery and Cloud Datalab to carry out interactive data analysis
  • Train and use a neural network using TensorFlow
  • Employ ML APIs
  • Choose between different data processing products on the Google Cloud Platform
Prerequisites
To get the most of out of this course, you should have:
  • 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 Python
  • Familiarity with machine learning and/or statistics

Course Overview
Module 1: Introducing Google Cloud Platform
  • Google Platform Fundamentals Overview
  • Google Cloud Platform Big Data Products
Module 2: Compute and Storage Fundamentals
  • CPUs on demand (Compute Engine)
  • A global filesystem (Cloud Storage)
  • CloudShell
  • Lab: Set up a Ingest-Transform-Publish data processing pipeline
Module 3: Data Analytics on the Cloud
  • Stepping-stones to the cloud
  • Cloud SQL: your SQL database on the cloud
  • Lab: Importing data into CloudSQL and running queries
  • Spark on Dataproc
  • Lab: Machine Learning Recommendations with Spark on Dataproc
Module 4: Scaling Data Analysis
  • Fast random access
  • Datalab
  • BigQuery
  • Lab: Build machine learning dataset
Module 5: Machine Learning
  • Machine Learning with TensorFlow
  • Lab: Carry out ML with TensorFlow
  • Pre-built models for common needs
  • Lab: Employ ML APIs
Module 6: Data Processing Architectures
  • Message-oriented architectures with Pub/Sub
  • Creating pipelines with Dataflow
  • Reference architecture for real-time and batch data processing
Module 7: Summary
  • Why GCP?
  • Where to go from here
  • Additional Resources
1 day£595 ex VAT
Upcoming CoursesView all
Tue | June 4 | 1 day
Google Cloud Platform Fundamentals: Big Data & Machine Learning
The Shard, London
£595 +VAT
Wed | August 7 | 1 day
Google Cloud Platform Fundamentals: Big Data & Machine Learning
The Shard, London
£595 +VAT
Wed | October 16 | 1 day
Google Cloud Platform Fundamentals: Big Data & Machine Learning
The Shard, London
£595 +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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