Google Cloud Big Data and Machine Learning Fundamentals

$878.00

Duration: 1 day

Online Option: Only – Open Enrolment.

Pre-requisites: 

  • 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 statistic

Course dates : 

Oct 3, 2022

Per Participant Pricing: $878 CAD

Description

Google Cloud

Google Cloud Big Data and Machine Learning Fundamentals introduces participants to the capabilities of Google Cloud Platform. Through a combination of presentations, demos, and hands-on labs, participants get an overview of the Google Cloud 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.

Who can benefit?

  • Data analysts, Data scientists, 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, visualizing query results and creating reports
  • Executives and IT decision makers evaluating Google Cloud for use by data scientists

Prerequisites

  • 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

What you’ll learn

  • Identify the purpose and value of the key Big Data and Machine Learning products on Google Cloud
  • Use Cloud SQL and Cloud Dataproc to migrate existing MySQL and Hadoop/Pig/Spark/Hive workloads to Google Cloud
  • 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 Google Cloud

Course Outline

Module 1 – Introducing Google Cloud Platform

Module 2 – Compute and Storage Fundamentals

Module 3 – Data Analytics on the Cloud

Module 4 – Scaling Data Analysis

Module 5 – Machine Learning

Module 6 – Data Processing Architectures

Module 7 – Summary

 

For more information about Google’s Big Data, please check this page, as well as P2L‘s blog.

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