• Course
  • Vendor

This 1-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, you will get an overview of the Google Cloud platform and a detailed view...

  • Course Start Date: 2019-07-12
  • Time: 09:30:00 - 17:30:00
  • Duration: 1 day 09:30 AM - 05:30 PM
  • Location: Virtual
  • Delivery Methods(s): Virtual Instructor Led

Course Outline

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 statistics

Lessons

Learn about the Google Cloud big data capabilities.
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, you will 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 You'll Learn

• 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

Who Needs to Attend

• Data analysts getting started with Google Cloud Platform
• Data scientists getting started with Google Cloud Platform
• 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

Outline
1. Introducing Google Cloud Platform
• Google Platform Fundamentals Overview
• Google Cloud Platform Data Products and Technology
• Usage scenarios

2. Compute and Storage Fundamentals

• CPUs on demand (Compute Engine)
• A global filesystem (Cloud Storage)
• CloudShell

3. Data Analytics on the Cloud
• Stepping-stones to the cloud
• CloudSQL: your SQL database on the cloud
• Lab: Importing data into CloudSQL and running queries
• Spark on Dataproc

4. Scaling Data Analysis

• Fast random access
• Datalab
• BigQuery
• Machine Learning with TensorFlow
• Fully built models for common needs

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

6. Summary

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

Labs
Lab 1: Sign up for Google Cloud Platform
Lab 2: Set up a Ingest-Transform-Publish data processing pipeline
Lab 3: Machine Learning Recommendations with SparkML
Lab 4: Build machine learning dataset
Lab 5: Train and use neural network
Lab 6: Employ ML APIs

Cancellation Policy

We require 16 calendar days notice to reschedule or cancel any registration. Failure to provide the required notification will result in 100% charge of the course. If a student does not attend a scheduled course without prior notification it will result in full forfeiture of the funds and no reschedule will be allowed. Within the required notification period, only student substitutions will be permitted. Reschedules are permitted at anytime with 16 or more calendar days notice. Enrollments must be rescheduled within six months of the cancel date or funds on account will be forfeited.

Training Location

Online Classroom
your office

your city, your province
your country   

About Global Knowledge

x

Global Knowledge is the world's leading learning services and professional development solutions provider. We deliver learning solutions to support customers as they adapt to key business transformations and technological advancements that drive the way that organizations around the world differentiate themselves and thrive. Our learning programs, whether designed for a global organization or an individual professional, help businesses close skills gaps and foster an environment of continuous talent development.

Training Provider Rating

This vendor has an overall average rating of 4.39 out of 5 based on 424 reviews.

No comment
No comment
No comment
No comment
No comment
No comment
No comment
No comment
No comment
No comment
No comment
No comment
Wasn’t as advanced as I thought it would be. There was an issue when the day my course was the first time they used a new platfo ... Read more
x

Wasn’t as advanced as I thought it would be. There was an issue when the day my course was the first time they used a new platform.. from adobe to something called zoom; I had to call support line cause it stated our instructor wasn’t present. Thankfully I called cause everyone online was in the adobe virtual classroom waiting for what looked like a teacher who didn’t show up for class (IT didn’t get anything resolved until 10mins after start time). I felt like he was really getting hung up on very basic knowledge for the first half of the course (talking about how to create tabs and drag formulas as an example). I completed files a few times before he was done explaining. There was a scheduled fire drill for them (roughly 30mins)that also cut into our time, which wasn’t deducted from the hour lunch break or the two, fifteen min breaks. I also really wish he touched base more on the automating workbook functions portion which we barely did. I'm happy there were/are those study guides (learning videos) and exams to take on my own time that I hope after I've had the class are still available for me to learn from.

No comment
No comment
No comment
No comment
It was difficult to practice on my PC while trying to watch the presentation online.
No comment
David was excellent!! I am very for having this course!!

Course Reviews

No Reviews Yet

More Courses from Global Knowledge

GLOBAL KNOWLEDGE
2019-07-02
Virtual
GLOBAL KNOWLEDGE
2019-07-31
Virtual
GLOBAL KNOWLEDGE
2019-07-29
Virtual

More Courses in 'Cloud Computing Training ' Category