An Introduction to Google Cloud Platform for Data Engineers
The First Course in a Series for Attaining the Google Certified Data Engineer
Lectures -44
Duration -2.5 hours
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Course Description
An Introduction to Google Cloud Platform for Data Engineers
Welcome to An Introduction to Google Cloud Platform for Data Engineers. This is the first course in a series of courses designed to help you attain the coveted Google Certified Data Engineer.
At this juncture the Google Certified Data Engineer is the only real world certification for data and machine learning engineers.
The Harvard Review dubbed the data scientist the sexiest job of the 21st century. It might be the greatest job in the world if you have a dedicated team of data engineers at your beckon call otherwise you’re first week of work is going to be a tough one.
Most applied machine learning is supervised. That simply means you use a data set to build your machine learning or deep learning models with.
In the real world data is messy, complicated and very difficult to work with. Another real world issues is working with data at scale. Very few companies have the compute or storage resources to work with large data sets. That's where the Google Cloud Platform comes in. The tools they've built for the cloud are the tools they are using internally.
This is the first course in a series of course dedicated to learning the Google Cloud Platform and attaining the Google Certified Data Engineer.
This course will lay the foundation for what you’ll need in order to become a data engineer and pass the exam. In the course we will cover all the basics of the platform and be prepared to move into the more advanced data engineering specific courses.
Goals
What will you learn in this course:
- At the end of this course you'll understand all the core services you'll need to know for the Data Engineer Certification.
- You'll know the basics and be able to move forward architecting real world data engineering solutions.
- You will understand the basics of how to navigate Google's Cloud Platform.
- You will understand how to use Google's Big Data Services on the Google Cloud Platform.
Prerequisites
What are the prerequisites for this course?
- You'll need a basic understanding of cloud technologies.
- You'll need a basic understanding of SQL. (any flavor)
Curriculum
Check out the detailed breakdown of what’s inside the course
Introduction
6 Lectures
- Introduction 02:05 02:05
- Is this Course for You? 02:01 02:01
- Instructor Course Q&A
- Cloud Platform Resource Hierarchy 04:21 04:21
- The Exam Case Study 04:01 04:01
- Core Resources - Big Data 02:25 02:25
Setting Up Shop
8 Lectures
Compute Services
7 Lectures
Google Cloud Storage
5 Lectures
CloudSQL Overview
5 Lectures
The Data Section
9 Lectures
Python on Google Cloud Platform
3 Lectures
Instructor Details
Mike West
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