Google Cloud Platform Big Data and Machine Learning Fundamentals 2017-08-03T21:01:42+00:00

Google Cloud Platform Big Data & Machine Learning Fundamentals (CPB100)

Cloud Technologies 

Google Cloud Platform Big Data & Machine Learning Fundamentals (CPB100)

Google Cloud Platform Big Data & Machine Learning Fundamentals (CPB100)

Google Cloud Platform Big Data & Machine Learning Fundamentals course: 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.

What are the prerequisites for this course?

To attend this course, you need to have roughly one (1) year of experience with one or more of the following:

  • A common query language such as SQL
  • Extract, transform, load activities
  • Data modeling
  • Machine learning and/or statistics
  • Programming in Python

This is the first step for Google certified professional – Data Engineer certification.

Duration

8 hours (usually 1 day including breaks)

TRAINING METHODOLOGY

In Class: $4,999
Locations: NEW YORK CITY, D.C, BAY AREA.
Next Session: Aug 14th 2017

Online: $2,999
Next Session: Aug 6th 2017

Home / All courses /  Cloud Technologies /Google Cloud Platform Big Data & Machine Learning Fundamentals (CPB100)

Google Cloud Platform Big Data & Machine Learning Fundamentals (CPB100)

Instructor: John Doe, Lamar George

DESCRIPTION

Google Cloud Platform Big Data & Machine Learning Fundamentals (CPB100)

Google Cloud Platform Big Data & Machine Learning Fundamentals (CPB100)

Google Cloud Platform Big Data & Machine Learning Fundamentals (CPB100) will introduce you to the Big Data & Machine Learning capabilities of Google Cloud Platform.

It provides a quick overview of the Google Cloud Platform and a deeper dive of the data processing capabilities.

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.

This class is intended for the following:

  • Data analysis, 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.

Requirements

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.

The average salary ranges from approximately $103,582 per year

CURRICULUM

Google Cloud Platform Big Data and Machine Learning Fundamentals includes presentations, demonstrations, and hands-on labs.

Module 1: Introducing Google Cloud Platform

  • Google Platform Fundamentals Overview.
  • Google Cloud Platform Data Products and Technology.
  • Usage scenarios.
  • Lab: Sign up for Google Cloud Platform.

Module 2: Compute and Storage Fundamentals

  • CPUs on demand (Compute Engine).
  • A global file system (Cloud Storage).
  • CloudShell.
  • Lab: Set up an 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 SparkML.

Module 4: Scaling Data Analysis

  • Fast random access.
  • Datalab.
  • BigQuery.
  • Lab: Build machine learning dataset.
  • Machine Learning with TensorFlow.
  • Lab: Train and use a neural network.
  • Fully built models for common needs.
  • Lab: Employ ML APIs

Module 5: Data Processing Architectures

  • Message-oriented architectures with Pub/Sub.
  • Creating pipelines with Dataflow.
  • Reference architecture for real-time and batch data processing.

Module 6: Summary

  • Why GCP?
  • Where to go from here
  • Additional Resources

Online: $2999
Next Batch: starts from Aug 6th 2017

In Class: $4999
Locations: New York City, D.C., Bay Area
Next Batch: starts from Aug 14th 2017

COURSE HIGHLIGHTS

Skill level: Intermediate
Language: English
Certificate: No
Assessments: Self
Prerequisites: Basic Python programming

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FAQ'S

FAQ

What is the duration of the Google Cloud Platform Big Data and Machine Learning Fundamentals course?

Advanced Course like Google Cloud Platform Big Data & Machine Learning Fundamentals (CPB100) Training Course duration largely depends on trainee requirements, it is always recommended to consult one of our advisors for specific course duration.
What If I Miss A Google Cloud Platform Big Data and Machine Learning Fundamentals Class?
We record each LIVE class session you undergo through and we will share the recordings of each session/class.
Can I Request For A Support Session If I Find Difficulty In Grasping Google Cloud Platform Big Data and Machine Learning Fundamentals Topics?
If you have any queries you can contact our 24/7 dedicated support to raise a ticket. We provide you email support and solution to your queries. If the query is not resolved by email we can arrange for a one-on-one session with our trainers.

What Kind Of Projects Will I Be Working On As Part Of The Google Cloud Platform Big Data and Machine Learning Fundamentals Training?

You will work on real world projects wherein you can apply your knowledge and skills that you acquired through our training. We have multiple projects that thoroughly test your skills and knowledge of various aspect and components making you perfectly industry-ready.
How Will I Execute The Google Cloud Platform Big Data and Machine Learning Fundamentals Practical?
Our Trainers will provide the Environment/Server Access to the students and we ensure practical real-time experience and training by providing all the utilities required for the in-depth understanding of the course.

Are These Google Cloud Platform Big Data and Machine Learning Fundamentals Classes Conducted Via Live Online Streaming?

Yes. All the training sessions are LIVE Online Streaming using either through WebEx or GoToMeeting, thus promoting one-on-one trainer student Interaction.

Will the Google Cloud Platform Big Data and Machine Learning Fundamentals course fetch me a job?

The Google Cloud Platform Big Data & Machine Learning Fundamentals (CPB100) Training Course by BigdataGuys will not only increase your CV potential but will offer you a global exposure with enormous growth potential.

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