A.  

It deals with huge and insurmountable amounts of data. The human brain can't keep track of so much data.

B.  

We live in a world where data originates from multiple sources simultaneously. The data is unorganized and chaotic.

C.  

We live in a world where knowledge derived from this data must be updated constantly because the data itself keeps changing.

D.  

The sensing and actuation must happen in real time with high precision.

E.  

All of the above

A.  

supervised learning

B.  

unsupervised learning

C.  

reinforcement learning

D.  

semi-supervised learning

E.  

rule-based learning

A.  

Respect for human autonomy

B.  

Prevention of harm

C.  

Explicability

D.  

a and c only

E.  

a, b and c only

A.  

The Elbow method is used to determine the number of clusters to be formed.

B.  

In K-means clustering, the ideal number of clusters is established using the elbow method.

C.  

The elbow method is a heuristic used in cluster analysis to estimate the number of clusters present in a dataset.

D.  

All of the above

E.  

None of the above

A.  

HIPAA

B.  

GDPR

C.  

CCPA

D.  

a and b only

E.  

a, b and c only

A.  

Segmentation can create a targeted marketing communication.

B.  

Segmentation can help to apply right pricing options to the right clients.

C.  

Segmentation can help providing better client service.

D.  

a and b only

E.  

a, b and c only

A.  

ChatGPT can maintain the memory of the previous context.

B.  

ChatGPT can maintain the memory of the previous context depending upon the algorithm.

C.  

ChatGPT can maintain the memory of the previous context as per the TPU used.

D.  

All of the above

E.  

None of the above

A.  

Unsupervised Learning

B.  

Supervised Learning

C.  

Reinforcement Learning

D.  

Semi-supervised Learning

E.  

Support Vector

A.  

Business Monitoring

B.  

Business Insights

C.  

Business Optimization

D.  

Cultural Transformation

E.  

All of the above

A.  

Well-defined prompts are the engine for a successful conversation.

B.  

Poorly-defined prompts prevent the conversation from being useful to the user.

C.  

Poorly-defined prompts could lead to potentially misleading content.

D.  

a and b only

E.  

a, b and c only

A.  

Business understanding

B.  

Identification and verification of ML techniques

C.  

System architecture of the ML technology platform

D.  

a and b only

E.  

a, b and c only

A.  

A solution architecture creates a comprehensive blueprint that guides the development and implementation of the solution.

B.  

A solution architecture encompasses the entire system, including aspects such as system infrastructure, networking, security, compliance requirements, system operation, cost considerations, and reliability.

C.  

A solutions architecture is a blueprint that not only ensures that the solution meets the present needs of the business but also lays the groundwork for its future growth and success.

D.  

a and b only

E.  

a, b and c only

A.  

A Large Language Model or LLM, denotes an AI system or a Machine Learning program that operates within the context of natural languages.

B.  

LLM system can either take natural language as input prompts or generate content in natural language as output.

C.  

Using neural networks and leveraging substantial GPU computing power, the LLM system is designed to understand and predict content in natural language.

D.  

a and c only

E.  

a, b and c only

A.  

Information overload

B.  

Open-ended questions

C.  

Lack of constraints

D.  

a and b only

E.  

All of the above

A.  

Operational Excellence

B.  

Security & Privacy

C.  

Reliability

D.  

System Architecture Excellence

E.  

None of the above

A.  

supervised learning

B.  

unsupervised learning

C.  

reinforcement learning

D.  

Semi Reinforcement learning

E.  

Semi-supervised learning

A.  

K-nearest neighbors KNNs

B.  

Random forest

C.  

Decision trees

D.  

All of the above

E.  

None of the above

A.  

Industry architect is a specialist role that focuses on designing solutions specifically tailored to a particular industry or vertical.

B.  

Industry architect is a collaborative approach that bridges the gap between development and operations teams, enabling them to work together seamlessly.

C.  

Industry architect possesses deep knowledge and expertise in the specific domain and understands the unique challenges, requirements, and regulations associated with that industry.

D.  

The role of an industry architect is to collaborate closely with stakeholders, including business executives, subject matter experts, and technology teams, to understand the specific needs and goals of the industry.

E.  

Industry architects are responsible for translating business requirements into technical solutions that address industry-specific challenges.

A.  

labeled dataset

B.  

Unlabeled dataset

C.  

explained dataset

D.  

a and b only

E.  

a and c only

A.  

LPS

B.  

GPS

C.  

MLS

D.  

AIS

E.  

EPS

A.  

This algorithm naively considers every feature in the dataset as its own independent variable.

B.  

This algorithm naively considers unique features in the dataset as its own independent variable.

C.  

It’s commonly used for binary values such as trying to decipher whether or not something is spam.

D.  

a and c only

E.  

a, b and c only