Mô tả

This course is a high-level introduction to the world of cloud computing.


The cloud ecosystem has grown exponentially in recent years, now storing more than half of the world’s corporate data. Yet most people who interact with cloud services are unaware of what’s going on behind the scenes.


In this course, we’ll set the stage by defining what cloud computing means and why companies rely on it, draw comparisons against traditional on-premise computing, and explore how different types of data professionals interact with cloud technology.


From there we’ll dig into the core components of cloud architecture, compare different types of cloud services and infrastructure, and review important topics like security, virtualization, cost control, and more.


Next, we’ll explore the modern cloud landscape, and compare services offered by key players like AWS, Microsoft Azure, and Google Cloud. We’ll introduce public and private cloud providers, data platforms and software products, and discuss how to mitigate the risk of vendor lock-in.


Last but not least, we’ll walk through unique demos and real-world use cases to showcase how you can begin to leverage these services as a data professional, including workflows built on AWS, Azure, GCP and Snowflake.


COURSE OUTLINE:


  • Cloud 101

    • Introduce the basics of cloud computing, including what it is, why companies use it, and the way different data roles interact with it


  • Cloud Architecture

    • Understand the core components of cloud computing and cloud infrastructure, as well as the types of cloud services and architecture


  • The Cloud Landscape

    • Review some of the major players in the cloud computing industry for data analytics, and compare their similarities and differences


  • Cloud Data Stacks

    • Demo simple data analytics pipelines using combinations of cloud products and services (or “stacks”), including AWS, MySQL Workbench, GCP, Looker, Azure, Snowflake, and more


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Ready to dive in? Join today and get immediate, LIFETIME access to the following:


  • 2 hours of high-quality video

  • 4 real-world cloud demos & case studies

  • 3 course quizzes

  • Cloud Basics for Data Professionals ebook (50+ pages)

  • Expert support and Q&A forum

  • 30-day Udemy satisfaction guarantee


Whether you’re an analyst or data scientist interested in cloud computing or a business leader looking to learn about the cloud landscape, this course is for you.


Happy learning!

-Chris Bruehl (Data Science Expert & Lead Python Instructor, Maven Analytics)


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Looking for our full business intelligence stack? Search for "Maven Analytics" to browse our full course library, including Excel, Power BI, MySQL, Tableau and Machine Learning courses!


See why our courses are among the TOP-RATED on Udemy:


"Some of the BEST courses I've ever taken. I've studied several programming languages, Excel, VBA and web dev, and Maven is among the very best I've seen!" Russ C.


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Bạn sẽ học được gì

Learn why so many companies are leveraging cloud technology for data science & analytics

Understand the basic use cases of cloud computing for different data roles (analysts, data scientists & data engineers)

Compare the different types of cloud services (IaaS, PaaS, and SaaS) and cloud infrastructure (private, public & hybrid)

Explore the similarities and differences between major players in the cloud landscape, including Amazon Web Services, Microsoft Azure & Google Cloud

Demo real-world data analytics workflows using Azure, GCP, AWS and Snowflake

Yêu cầu

  • This is an entry-level course (no prerequisites)
  • Some experience working with data is helpful, but not required

Nội dung khoá học

6 sections

Getting Started

5 lectures
Course Introduction
01:45
Course Structure & Outline
01:15
READ ME: Important Notes for New Students
02:18
DOWNLOAD: Course Resources
00:08
Setting Expectations
01:04

Cloud 101

7 lectures
What is The Cloud?
01:15
The Rise of The Cloud
01:20
Why Do Companies Choose The Cloud?
02:24
On Premise vs. Cloud Computing
04:52
Data Roles & The Cloud
02:37
Key Takeaways
01:28
Cloud 101
5 questions

Cloud Architecture

13 lectures
Your Computer
01:34
On Premise Servers
02:25
Cloud Data Centers & Networks
02:02
Is The Cloud Secure?
00:58
Cloud Storage
04:58
Cloud Compute
01:34
Virtualization
01:58
PRO TIP: Cost Control
02:14
DEMO: Inside a Cloud Platform
03:42
Types of Cloud Services
03:24
Types of Cloud Infrastructure
03:29
Key Takeaways
02:00
Cloud Architecture
5 questions

The Cloud Landscape

8 lectures
Public Cloud Providers
03:04
Comparing Big 3 Service Names
04:29
Private Cloud Providers
03:16
Cloud Data Platforms (PaaS)
03:10
Cloud Software Products (SaaS)
03:39
The Risk of Vendor Lock-In
05:29
Key Takeaways
01:09
The Cloud Landscape
5 questions

Common Cloud Data Stacks

8 lectures
Choosing a Stack
02:56
DEMO: Amazon Web Services (AWS)
05:50
DEMO: Microsoft Azure
07:44
DEMO: Google Cloud Platform (GCP)
04:54
DEMO: Snowflake
07:43
CASE STUDY: AWS & Azure
04:05
CASE STUDY: GCP & Snowflake
03:30
Key Takeaways
01:59

Wrapping Up

2 lectures
Key Course Takeaways
02:10
BONUS LESSON
01:45

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