HBL's AWS GenAI Certification (Udemy)
Study online at https://quizlet.com/_hi0kxt
1. What is Artificial - Artificial Intelligence is a field of computer science dedicated to solving problems
Intelligence (AI)? that we commonly associate with human intelligence
- Ex: Image creation, image recognition, speech to text, learning
2. What are the four
levels of Artificial
Intelligence?
3. What is a server
composed of? (5)
4. IT Terminology
5. What is Cloud AWS has 3 pricing fundamentals, following the pay-as-you-go pricing
Computing? model
• Compute: Pay for compute time
• Storage: Pay for data stored in the Cloud
• Data transfer OUT of the Cloud: Data transfer IN is free
• Solves the expensive issue of traditional IT
6. The Deployment
Models of the
Cloud (3)
7.
, HBL's AWS GenAI Certification (Udemy)
Study online at https://quizlet.com/_hi0kxt
The Five Charac-
teristics of Cloud
Computing
8. Six Advantages
of Cloud Comput-
ing
9. Problems Solved
by the Cloud (6)
10. Types of Cloud
Computing (3) -
Describe Each
11. [Graph] 3 Types
of Cloud Comput-
ing Color Coded
12. Examples of 3
Cloud Comput-
ing Types
13. Pricing of the • AWS has 3 pricing fundamentals, following the pay-as-you-go pricing model
Cloud (3 Pricing • Compute: Pay for compute time
Fundamentals) • Storage: Pay for data stored in the Cloud
• Data transfer OUT of the Cloud: Data transfer IN is free
• Solves the expensive issue of traditional IT
14. AWS Regions • AWS has Regions all around the world
• Names can be us-east-1, eu-west-3...
• A region is a cluster of data centers
• Most AWS services are region-scoped
, HBL's AWS GenAI Certification (Udemy)
Study online at https://quizlet.com/_hi0kxt
> Slide 38
15. Four Compo- • Compliance with data governance and legal requirements: data never leaves a
nents To Choos- region without your explicit permission
ing an AWS Re- • Proximity to customers: reduced latency
gion • Available services within a Region: new services and new features aren't available
in every Region
• Pricing: pricing varies region to region and is transparent in the service pricing
page
> Slide 39
16. Availability Zones Each region has many availability zones (usually 3, min is 3, max is 6).
(AZs) • Each availability zone (AZ) is one or more discrete data centers with redundant
> What are the power, networking, and connectivity
key characteris- • They're separate from each other, so that they're isolated from disasters
tics? • They're connected with high bandwidth, ultra-low latency networking
> Slide 40
17. AWS Points of • Amazon has 400+ Points of Presence (400+ Edge Locations & 10+Regional
Presence (Edge Caches) in 90+ cities across 40+ countries
Locations) • Content is delivered to end users with lower latency
> How many?
> How do they > Slide 41
work?
18. Shared Responsi- Slide 43
bility Model Dia-
gram
> For Customer
side, name 6
, HBL's AWS GenAI Certification (Udemy)
Study online at https://quizlet.com/_hi0kxt
components
> For AWS side,
name 4 Soft-
ware responsibil-
ities and 3 hard-
ware/infra re-
sponsibilities.
19. AWS Acceptable • No Illegal, Harmful, or Offensive Use or Content
Use Policy • No Security Violations
(Name 4 compo- • No Network Abuse
nents) • No E-Mail or Other Message Abuse
> Slide 44
20. What Is Genera- - a subset of deep learning
tive AI? - used to generate new data that is similar to the data it was trained on
> Slide 48/49
21. Foundation Mod- • To generate data, we must rely on a Foundation Model
el • Foundation Models are trained on a wide variety of input data
> What is it? • The models may cost tens of millions of dollars to train
> How much do • Example: GPT -4o is the foundation model behind ChatGPT
they cost? • There is a wide selection of Foundation Models from companies: OpenAI, Meta
> Example of a (Facebook), Amazon, Google, Anthropic
popular FM? • Some foundation models are open-source (free: Meta, Google BERT)
> Open source or and others under a commercial license (OpenAI, Anthropic, etc...)
commercial?
> Slide 50
Study online at https://quizlet.com/_hi0kxt
1. What is Artificial - Artificial Intelligence is a field of computer science dedicated to solving problems
Intelligence (AI)? that we commonly associate with human intelligence
- Ex: Image creation, image recognition, speech to text, learning
2. What are the four
levels of Artificial
Intelligence?
3. What is a server
composed of? (5)
4. IT Terminology
5. What is Cloud AWS has 3 pricing fundamentals, following the pay-as-you-go pricing
Computing? model
• Compute: Pay for compute time
• Storage: Pay for data stored in the Cloud
• Data transfer OUT of the Cloud: Data transfer IN is free
• Solves the expensive issue of traditional IT
6. The Deployment
Models of the
Cloud (3)
7.
, HBL's AWS GenAI Certification (Udemy)
Study online at https://quizlet.com/_hi0kxt
The Five Charac-
teristics of Cloud
Computing
8. Six Advantages
of Cloud Comput-
ing
9. Problems Solved
by the Cloud (6)
10. Types of Cloud
Computing (3) -
Describe Each
11. [Graph] 3 Types
of Cloud Comput-
ing Color Coded
12. Examples of 3
Cloud Comput-
ing Types
13. Pricing of the • AWS has 3 pricing fundamentals, following the pay-as-you-go pricing model
Cloud (3 Pricing • Compute: Pay for compute time
Fundamentals) • Storage: Pay for data stored in the Cloud
• Data transfer OUT of the Cloud: Data transfer IN is free
• Solves the expensive issue of traditional IT
14. AWS Regions • AWS has Regions all around the world
• Names can be us-east-1, eu-west-3...
• A region is a cluster of data centers
• Most AWS services are region-scoped
, HBL's AWS GenAI Certification (Udemy)
Study online at https://quizlet.com/_hi0kxt
> Slide 38
15. Four Compo- • Compliance with data governance and legal requirements: data never leaves a
nents To Choos- region without your explicit permission
ing an AWS Re- • Proximity to customers: reduced latency
gion • Available services within a Region: new services and new features aren't available
in every Region
• Pricing: pricing varies region to region and is transparent in the service pricing
page
> Slide 39
16. Availability Zones Each region has many availability zones (usually 3, min is 3, max is 6).
(AZs) • Each availability zone (AZ) is one or more discrete data centers with redundant
> What are the power, networking, and connectivity
key characteris- • They're separate from each other, so that they're isolated from disasters
tics? • They're connected with high bandwidth, ultra-low latency networking
> Slide 40
17. AWS Points of • Amazon has 400+ Points of Presence (400+ Edge Locations & 10+Regional
Presence (Edge Caches) in 90+ cities across 40+ countries
Locations) • Content is delivered to end users with lower latency
> How many?
> How do they > Slide 41
work?
18. Shared Responsi- Slide 43
bility Model Dia-
gram
> For Customer
side, name 6
, HBL's AWS GenAI Certification (Udemy)
Study online at https://quizlet.com/_hi0kxt
components
> For AWS side,
name 4 Soft-
ware responsibil-
ities and 3 hard-
ware/infra re-
sponsibilities.
19. AWS Acceptable • No Illegal, Harmful, or Offensive Use or Content
Use Policy • No Security Violations
(Name 4 compo- • No Network Abuse
nents) • No E-Mail or Other Message Abuse
> Slide 44
20. What Is Genera- - a subset of deep learning
tive AI? - used to generate new data that is similar to the data it was trained on
> Slide 48/49
21. Foundation Mod- • To generate data, we must rely on a Foundation Model
el • Foundation Models are trained on a wide variety of input data
> What is it? • The models may cost tens of millions of dollars to train
> How much do • Example: GPT -4o is the foundation model behind ChatGPT
they cost? • There is a wide selection of Foundation Models from companies: OpenAI, Meta
> Example of a (Facebook), Amazon, Google, Anthropic
popular FM? • Some foundation models are open-source (free: Meta, Google BERT)
> Open source or and others under a commercial license (OpenAI, Anthropic, etc...)
commercial?
> Slide 50
