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If you have a table 'Alphabet', that has one column called 'letter' and each record has a unique letter of the alphabet, what is the value of the result set for the SQL
Statement:SELECT COUNT(letter)
FROM Alphabet
WHERE letter='a' or letter ='b' or letter = 'c'
0
If you have a table 'Alphabet', that has one column called 'Letter' and each record has a unique letter of the alphabet, what is the value of the result set for the SQL Statement:
SELECT COUNT(letter)
FROM Alphabet
WHERE Letter='a' and letter ='b' and letter = 'c'
Where letter LIKE '*'
Which WHERE clause would NOT select the letter z record in the SQL statement
SELECT letter
FROM ALPHABET
WHERE ....
TravelOption will have the value of whatever the user types
For the Python Statement: TravelOption = input("Enter a choice (car, bike, plane): ")
Bummer!
What is the result if you compile / run the following Python statement?
A=10
B=A-1
if A==B:
print("Draw!")
elif A>B:
print("Bummer!")
else:
print("Oops!")
Pull temperature data and send it to the cloud-based database for food safety analysis
A trucking system might use IoT sensors on their refrigeration trucks to:
True
Robotic Process Automation (RPA) bots can make significant impact on already automated work processes that are repetitive and recurring and often have low computer errors
False
AI is really good at responding to math questions because they are all formulas.
Structures it data into tables
All but which one is a characteristic of a blockchain?
True
Just because a process is legal does not mean it is ethical.
IaaS: Infrastructure as a Service
I need an off-site data storage area to support my disaster recovery plans. What cloud model would I be looking at?
A list of product features wanted by the product owner
The Agile product backlog is:
True
The Waterfall and Agile Project Planning methods both incorporate Plan, Create, Review and Release phases.
True
Programming commands rely on syntax-ruled statements that direct action (i.e., input, output, print, assign value, compute value)
All the options are correct.
Which statement best describes how variables are used in programs?
Select Letter FROM Alphabet Where Letter LIKE 'a?'
If you have a table 'Alphabet' who has one column called 'Letter' and each row has a unique letter of the alphabet, which SQL statement would NOT return record a?
25
If you have a table 'Alphabet', that has one column called 'Letter' and each record has a unique letter of the alphabet, what is the value of the result set for the SQL Statement:
SELECT COUNT(Letter)
FROM Alphabet
WHERE NOT Letter='a'
True
SQL is primarily a query language vs a database.
Parent-Child Relationship
Hierarchical Databas matches
Relationships in the form of tables
Relational Database matches
Stored in the form of objects
Object-Oriented Database matches
Extract Transform Load
ETL is moving data from a Transactional Database that is optimized for operations/workflows to a Reporting database the supports analytics. What does the ETL acronym stand for?
True
The shortest path between two points tends to be the simpler the design, the less number of points of failure.
lift and shift
Rehosting matches
rip and replace
Re-architecting matches
drop and shop
Retiring and Repurchasing matches
Data Governance
Which most closely reflects the three branches of the government?
All of the answers are correct
What reason would you want to create a dashboard alongside benchmark data?
text
All but which is a format that you would use to present information with graphicacy.
What happened?
Descriptive Analytics
Why did it happen?
Diagnostic Analytics
What will happen?
Predictive Analytics
How can we make it happen?
Prescriptive Analytics
1st Tier
Keep the doors open (support transactions and maintain operations) matches
2nd Tier
Know the past and current operations matches
3rd Tier
Combine internal/external data to provide insight to future options/probabilities and help set strategy matches
There are different colors regarding each major. This infographic is not consistent with information layout
What is misleading with this infographic?
Upfront costs associated with acquiring new servers are avoided and server operating systems software maintenance and patching are handled by the cloud provider rather than the company using the cloud services.
Which of the following is a way that a company might save money by using a cloud SaaS (Software as a Service)?
SaaS: Software as a Service
I want to adopt a more healthy living lifestyle and be able to log and monitor my activity from any device and anywhere with internet service. The application I would need is what type of cloud mode
PaaS: Platform as a Service
I am a UI student who has this great idea that uses public available data to build an app that shares where available parking exists and capitalizes on crowdsourcing to post sightings of parking tickets attendants at work. What cloud service model do I shop for?
Multi-Processing (Parallel)
A large problem can often be divided into smaller ones. which then all the component of the large problem can be solved at the same time.
Hardware
computer, mouse, keyboard, radio, printer, Flashdrive, speaker, controller
software
spotify, gmail, google drive, maps, compass, word, chrome, outlook, apps
on-premise
IT infrastructure hardware and software applications that are hosted on-site
Evolution of data storage
1. On-demand availability data storage/computing power
2. Free of direct active management
3. Shared resources achieves economics of scale
cloud computing pros
1. Minimize up-IT infrastructure costs
2. Get apps up/running faster with improved manageability/ less maintenance
3. Enable rapidly adjust resources to meet fluctuating / unpredictable demand
4. Manage firewalls, intrusion identification and counteractive action frameworks and info stream inside the network
cloud computing cons
"pay as you go" model can lead to unexpected operating expenses if administrators are not familiarized with cloud pricing models
SaaS: Software as a Service
1. IaaS Functions
2. PaaS functions
3. hosted applications/apps
4. accessible via web browser
5. priced on a pay-per-use basis/subscription fee
PaaS: Platform as a Service
1. IaaS functions
2. Operating systems
3. development tools, database management, business analytics
4. development and deployment environment
IaaS: Infrastructure as a Service
1. servers, storage and networking firewalls/ security
2. Data center physical plant/building
Common uses: business continuity, disaster recovery
Structured Data
String, character, integer, float, boolean
string
used for a combination of any characters that appear on a keyboard, such as: letters, numbers, symbols
character
used for single letters
integer
used for whole numbers
float
used for numbers that contain decimal points, or factions
boolean
used where data is restricted to True/False or yes/no options
qualitative data types
nominal and ordinal
nominal
set of values that do not possess a natural ordering (not quantifiable and cannot be measured through numerical units)
Example: blue, yellow, red
ordinal
natural ordering
Ex: small, medium, large
quantitative data types
discrete and continuous
discrete
integers or whole numbers
continuous
fractional numbers
Word Cloud
1. understand what your audience feels about a topic/situation
2. You audience can summarize their view of a topic
Unstructured Data
BLOB and CLOB
BLOB (Binary Large Object)
images, audio files, and video clips
CLOB (Character Large Object)
often source remains at native location and CLOB field is an address which references the location of the data
Example: books, medical record document
API
Application Programming Interface. Software intermediary that allows 2 applications to talk to each other
Sentiment analysis
a natural language processing technique used to determine whether data is positive, negative, or neutral
infographic
representing info in a graphical format so data is easily understandable at a glance
100% stacked column
compare % that each value contributes to the total over time
cluster column
compare values across a few categories
Treemap
visualizing larg enumber of related categories
Pie Chart
compare categories, or parts of a whole
sparkline
tiny chart in a worksheet cell that provides a visual representation of data
- shows trends in a series of values
consolidation
roll-up in groupings to help digest
drill-down
view details
slice and dice
look at info from different perspectives
pivot
rotate data to display alternative perspectives
Good GUI
1. self documenting
2. minimizes data collect errors
3. enhances overall understanding
Good Dashboard elements
visualization, focus, collaboration, responsiveness benchmarking, self serving dashboards, graphicacy,
Cybersecurity Framework
moral, ethical and societal duty to protect the public from harm and that everyone is able to enjoy the benefits
elements of cybersecurity
Creates new safety and security standards for AI, protects consumer privacy, advances equity and civil rights, supports workers, promotes innovation
data goverance
If you know where your data is, who has access to it, and what they are doing with it, you will notice any malicious activity far more quickly.
safeguards
The existence of the data, maintaining of the data and data integrity, definition of the data, appropiate use and access of the data and disposal of the data
Annual Risk Assessment of Safeguards
administrative, physical, and technical
Rick
Threat + Vulnerability
Natural Threats
floods, tornadoes, storms, etc
unintentional threats
employee mistakenly accessing wrong info
intentional threats
spyware, malware, adware companies, or the action of a disgruntled employee
How to prevent threats
Team members stay informed, perform regular threat assessments, and conduct penetration testing
vulnerability
KNOWN weakness that can be exploited by an attacker
data breach
info is accessed and extracted without authorization
data leak
data located where it is NOT supposed to be
- confidential info open to the public, sold on the black market or held for ransom
data alteration
info changed / cannot be restored to previous state
unreliable storage medium storage
data lost due to problems on cloud provider's side
data deletion
accidental / wrongful erasure of info with NO backups (human error / messy database)
loss of access
info in the system but unavailable due to lack of encryption keys and other credentials
geodiversity
when physical location of cloud servers in data centers is dispersed - safeguard for natural disasters / power outages
Denial of Service Attack
make system unusable , so deny access / disrupt workflow
up-to-date Intrusion Detection System
identify anomalous traffic, provide early warning based on credentials and behavioral factors (cloud security break-in alarm)