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Google Cloud Platform Big Data and Machine Learning Fundamentals 

Star Icon4.6 /5
  • Offered byGoogle Cloud

Google Cloud Platform Big Data and Machine Learning Fundamentals
 at 
Google Cloud 
Overview

Upskilling is a better roadmap to success. Enroll in this course to learn critical principles of Graphic Design through real-life case studies & examples.

Duration

11 hours

Mode of learning

Online

Schedule type

Self paced

Difficulty level

Intermediate

Credential

Certificate

Future job roles

Account Planning, .Net, Black Box Testing, Assistant Vice President - IT Knowledge Banking , E Commerce Analyst

Google Cloud Platform Big Data and Machine Learning Fundamentals
 at 
Google Cloud 
Highlights

  • Presentations, Demonstrations, and Hands-on labs.
  • Rich Learning Content
Details Icon

Google Cloud Platform Big Data and Machine Learning Fundamentals
 at 
Google Cloud 
Course details

Skills you will learn
SparkData ProcessingData analysisBig Data
What are the course deliverables?
  • Learn advanced big data & machine learning techniques
More about this course
  • This 1-week accelerated on-demand course introduces participants to the Big Data and Machine Learning capabilities of Google Cloud Platform (GCP). It provides a quick overview of the Google Cloud Platform and a deeper dive of the data processing capabilities.

Google Cloud Platform Big Data and Machine Learning Fundamentals
 at 
Google Cloud 
Curriculum

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

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Google Cloud Platform Big Data and Machine Learning Fundamentals
 at 
Google Cloud 
Students Ratings & Reviews

4.6/5
Verified Icon15 Ratings
R
Raj Pachpol
Google Cloud Platform Big Data and Machine Learning Fundamentals
Offered by Google Cloud
5
Learning Experience: Gcp level experience is increased
Faculty: Pratical knowledge got in lab The course is very good
Course Support: Very well
Reviewed on 4 Mar 2023Read More
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P
Prajwal
Google Cloud Platform Big Data and Machine Learning Fundamentals
Offered by Google Cloud
5
Learning Experience: I took a PostgreSQL from Udemy and Google cloud from GCP
Faculty: Yes they are so supportive and guiding us step by step if we stuck in any part. It was hands on experience with practice labs and challenge labs to be completed by us completely
Course Support: It gave me complete hands on experience with cloud storage and services
Reviewed on 27 Jan 2023Read More
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K
kiran kumar venkata mamidi
Google Cloud Platform Big Data and Machine Learning Fundamentals
Offered by Google Cloud
5
Learning Experience: It was a great and I learn most of the things using partner website
Faculty: they are very nice and answer your queries they provide every bit details
Reviewed on 22 Jan 2023Read More
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S
Sunny Johari
Google Cloud Platform Big Data and Machine Learning Fundamentals
Offered by Google Cloud
4
Learning Experience: Course content is great but training is not that good
Faculty: Faculty is average Course curriculum is good
Reviewed on 6 Jan 2023Read More
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A
Ajeet Kumar
Google Cloud Platform Big Data and Machine Learning Fundamentals
Offered by Google Cloud
5
Learning Experience: Since my organisation was using GCP, therefore, I was able to make use of this course directly into my work as well as upgraded my skill from Analytics to Machine learning without opting for new Platform or language.
Faculty: Nick Orlove, was good host yes, very much structured and coming from Google Quality was top notch
Course Support: No career support provided
Reviewed on 9 Jul 2022Read More
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Google Cloud Platform Big Data and Machine Learning Fundamentals
 at 
Google Cloud 

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