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Google Cloud Fundamentals: Big Data and Machine Learning (GCF-BDM)

 

Course Overview

This one-day instructor-led course introduces participants to the big data capabilities of Google Cloud Platform. Through a combination of presentations, demos, and hands-on labs, participants get 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.

Who should attend

This class is intended for the following participants:

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

Prerequisites

To get the most of out of this course, participants 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 Objectives

This course teaches participants the following skills:

  • 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
Online Training

Duration 1 day

Classroom Training

Duration 1 day

Schedule

English
1 hour difference
04/08/2020 Online Training Time zone: IST
07/09/2020 Online Training Time zone: IST
19/10/2020 Online Training Time zone: IST
19/10/2020 Online Training Time zone: IST
23/11/2020 Online Training Time zone: IST
28/12/2020 Online Training Time zone: IST
2 hours difference
03/08/2020 Online Training This is an English language FLEX course.
Time zone: CEST
21/09/2020 Online Training Time zone: CEST
3 hours difference
02/11/2020 Online Training This is an English language FLEX course.
Time zone: CET
06/11/2020 Online Training Time zone: CET
30/11/2020 Online Training This is an English language FLEX course.
Time zone: CET
4 hours difference
12/10/2020 Online Training Time zone: UTC+8
02/11/2020 Online Training This is an English language FLEX course.
Time zone: GMT
This computer icon in the schedule indicates that this date/time will be conducted as Instructor-Led Online Training.
This is a FLEX course, which is delivered both virtually and in the classroom.
Middle East
This is a FLEX course, which is delivered both virtually and in the classroom.