AI for IT Pro - Digital Skills Cup - LLPA | Leading Learning Partners Association

Members
About LLPA
Vendors
Events
Digital Skills Cup
AI Festival

AI for IT Pro Quiz

Show your expertise in artificial intelligence, machine learning, and data-driven decision-making.

Return to home page

Ready to play?

Once you register, the quiz starts immediately.
No pauses. Make sure you have 5 minutes to answer the quiz.
Use a valid email address and your real name - or you can\'t win any prize.
You have 1 attempt per category. The time limit is 5 minutes.
Good luck and enjoy the game!!

First Name

Last Name

Email

Select a country

Select a countryAustriaBahrainBelgiumBosnia and HerzegovinaColombiaCroatiaCzech RepublicGermanyIndiaIrelandItalyKuwaitMexicoNetherlandsNorth MacedoniaNorwayOmanPortugalPuerto RicoQatarSaudi ArabiaSlovakiaSloveniaSouth AfricaSpainUnited Arab Emirates

I agree with the Terms and Conditions and Privacy statement

Time Remaining:

AI Pro

1 / 20

Question 1

What is one of the key benefits of using Transformers for machine translation?

They allow words to be translated in context rather than relying solely on word order

They work without any training data

They always produce grammatically perfect translations

They only work for English language translation

Question 2

Which of the following is an example of a deep learning model?

Convolutional Neural Network (CNN)

Decision Trees

K-means Clustering

Linear Regression

Question 3

You need to verify that the person in a photo taken at hospital reception is the same person in a photo taken at a ward entrance 10 minutes later. What should you do?

Create a People Group and add a person for every hospital visitor with multiple photographs to train a model.

Check the image in the photo by comparing it with the surroundings

Compare the Age, head pose, and hair color for the faces in the reception and ward photos

Verify the face in the ward photo by comparing it to the detected face ID from the reception photo.

Question 4

What differentiates deep learning from traditional machine learning?

Deep learning uses neural networks with multiple layers

Machine learning does not involve learning from data

Deep learning is only used in robotics

Deep learning requires no computational power

Question 5

What are the key benefits of implementing developer self-service capabilities within an organization?

Increased developer productivity

Reduced dependency on operations teams

Higher operational costs

Faster deployment cycles

Question 6

What characters are allowed in custom domain names for Azure AI services?

Letters and numbers

Hyphens

Underscores

Special characters like @ or #

Question 7

What are the primary functions of convolutional and pooling layers in a CNN?

Normalize the input data

Extract features and reduce spatial dimensions

Increase the number of parameters

Predict the output labels

Question 8

What is the primary function of the self-attention mechanism in transformers?

To collect token dependencies independent of sequence distance

To normalize token embeddings during processing

To reduce the overall computational complexity of the model

To replace recurrent layers in the model

Question 9

Which Azure AI service allows developers to build knowledge extraction applications from unstructured data?

Azure Knowledge Mining

Azure Data Lake

Azure Container Registry

Azure Event Hub

Question 10

What is the key to using the RAG pattern in a prompt flow?

Using an Index Lookup tool

Using a Web Scraper

Using a Pre-trained Model

Using a Database Query tool

Question 11

Which technique can be used to align large language model outputs with human values and preferences?

Transfer learning

Data augmentation

Reinforcement Learning from Human Feedback (RLHF)

Tokenization

Question 12

Which of the following strategies are important for ensuring the scalability and resiliency of machine learning models in production?

Autoscaling inference endpoints

Manual monitoring

Load balancing across servers

Fault-tolerant design

Question 13

In Azure AI, what is the primary use of the Form Recognizer service?

To generate synthetic data

To extract structured data from documents and forms

To translate text between languages

To perform image classification

Question 14

Which of the following strategies are important for cost optimization in platform engineering?

Increasing resource redundancy

Autoscaling resources based on demand

Using oversized instances

Monitoring and optimizing resource usage

Question 15

What is the main reason why Explainable AI (XAI) is crucial in regulated industries?

It speeds up model inference

It ensures AI models produce 100% accurate results

It provides transparency for compliance with legal and ethical standards

It eliminates the need for human oversight in decision-making

Question 16

Which of the following is an unsupervised learning algorithm?

Logistic Regression

Support Vector Machines

Naive Bayes

K-means clustering

Question 17

What is the purpose of pooling layers in a CNN?

To increase the number of parameters in the network.

To decrease the number of parameters in the network.

To downsample feature maps and reduce dimensionality.

To introduce non-linearity into the model.

Question 18

Which technique is commonly used in Transformer models to help them focus on different parts of the input sequence?

Pooling

Attention Mechanism

Sigmoid Activation

Recurrent Layers

Question 19

What is the most effective way to reduce hallucinations in a Large Language Model?

Increase the model’s temperature parameter

Use Retrieval-Augmented Generation (RAG) to provide real-time factual data

Avoid training the model with diverse datasets

Reduce the model's training time to prevent overfitting

Question 20

Which of the following is NOT a primary learning paradigm in machine learning?

Supervised Learning

Reinforcement Learning

Rule-based Learning

Unsupervised Learning

Quiz Results

Thanks for participating in the Digital Skills Cup!
Check out your ranking in the leaderboard.
We have just sent you an email with your score.
Winners of the National rounds (1 winner from each country & category) will be contacted on the email used in the registration.
Good luck!!

Global digital skills partners

National skilling partners

Computrain

Gopas

Xnet

Lanaco

Semos

Tuv

thinksmart

Trainocate

Rumos

Netmind

Leading Learning Partners Association

The Base B
Evert van de Beekstraat 1-104
1118 CL Schiphol, Amsterdam
The Netherlands

info@thellpa.com
LinkedIn

Terms of Service
Privacy Policy

Manage cookie preferences