Why you should use Machine Learning in Azure Online Test?

The Aprendizado de máquina no Azure makes use of scenario-based questions to test for on-the-job skills as opposed to theoretical knowledge, ensuring that candidates who do well on this screening test have the relavant skills. The questions are designed to covered following on-the-job aspects: Compreendendo o básico do Azure Machine Learning Técnicas de pré -processamento e limpeza de dados usando o Azure ML Engenharia e seleção de recursos com Azure ML Construindo e avaliando modelos de aprendizado de máquina no Azure ML Trabalhando com vários algoritmos do Azure ML para classificação e regressão Implantando e gerenciando modelos no Azure ML Criando e executando os pipelines do Azure ML Tuning Hyperparameters no Azure ML Utilizando o Azure Automl para seleção e ajuste de modelo automatizado Projetando fluxos de trabalho de aprendizado de máquina usando o Azure ML Designer

Machine Learning in Azure Online Test

Q: What topics are covered in the Machine Learning in Azure Online Test?

Preparação de dados e engenharia de recursos Construção e avaliação de modelos Algoritmos do Azure ML Modelo de implantação e gerenciamento Azure ML Pipelines Ajuste hiperparâmetro Azure Automl Designer do Azure ML Interpretabilidade do Azure ML Azure ML Modelo Explicação Implantação do modelo Azure ML

About the test:

O aprendizado de máquina no teste do Azure avalia o conhecimento e as habilidades de um candidato no uso do Azure Machine Learning para vários estágios do ciclo de vida do aprendizado de máquina. Ele abrange tópicos como preparação de dados, construção e avaliação de modelos, implantação de modelos, ajuste de hiperparâmetro e muito mais. O teste inclui perguntas conceituais de múltipla escolha e perguntas de codificação para avaliar o conhecimento prático de programação e a experiência prática.

Covered skills:

Preparação de dados e engenharia de recursos
Algoritmos do Azure ML
Azure ML Pipelines
Azure Automl
Interpretabilidade do Azure ML
Implantação do modelo Azure ML

Construção e avaliação de modelos
Modelo de implantação e gerenciamento
Ajuste hiperparâmetro
Designer do Azure ML
Azure ML Modelo Explicação

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9 reasons why

Adaface Machine Learning in Azure Test is the most accurate way to shortlist Engenheiro de aprendizado de máquinas

Reason #1

Tests for on-the-job skills

The Machine Learning in Azure Online Test helps recruiters and hiring managers identify qualified candidates from a pool of resumes, and helps in taking objective hiring decisions. It reduces the administrative overhead of interviewing too many candidates and saves time by filtering out unqualified candidates at the first step of the hiring process.

The test screens for the following skills that hiring managers look for in candidates:

Capaz de criar e gerenciar espaços de trabalho do Azure ML
Proficiente em técnicas de pré -processamento e limpeza de dados no Azure ML
Capaz de construir e avaliar modelos de aprendizado de máquina no Azure ML
Hábil em utilizar algoritmos do Azure ML para desenvolvimento de modelos
Experiente em implantar e gerenciar modelos de aprendizado de máquina no Azure ML
Familiarizado com os pipelines do Azure ML para fluxos de trabalho de aprendizado de máquina automatizados
Conhecedores de técnicas de ajuste hiperparâmetro no Azure ML
Competente na utilização do Azure Automl para treinamento de modelo automatizado
Proficiente na criação de fluxos de trabalho de aprendizado de máquina com designer do Azure ML
Capaz de interpretar modelos de aprendizado de máquina no Azure ML
Capaz de explicar as previsões e saídas dos modelos do Azure ML
Qualificado na implantação de modelos de aprendizado de máquina como serviços da Web no Azure
Adepto na utilização do Azure ML para implantação e gerenciamento de modelos

Reason #2

No trick questions

Traditional assessment tools use trick questions and puzzles for the screening, which creates a lot of frustration among candidates about having to go through irrelevant screening assessments.

View sample questions

The main reason we started Adaface is that traditional pre-employment assessment platforms are not a fair way for companies to evaluate candidates. At Adaface, our mission is to help companies find great candidates by assessing on-the-job skills required for a role.

Why we started Adaface

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Reason #3

Non-googleable questions

We have a very high focus on the quality of questions that test for on-the-job skills. Every question is non-googleable and we have a very high bar for the level of subject matter experts we onboard to create these questions. We have crawlers to check if any of the questions are leaked online. If/ when a question gets leaked, we get an alert. We change the question for you & let you know.

How we design questions

Estes são apenas uma pequena amostra da nossa biblioteca de mais de 10.000 perguntas. As perguntas reais sobre isso Aprendizado de máquina no Azure será não-googleable.

🧐 Question
Medium Backup and Restore Strategy Databases Backup Recovery	Solve
You are a database administrator for an organization that uses Azure SQL Database for its operations. The organization has a strict data retention policy and has set up the following backup strategy: 1. Full backups are taken every Sunday at midnight. 2. Differential backups are taken every day at midnight, excluding Sunday. 3. Transaction log backups are taken every hour on the hour. On Wednesday at 2:30 PM, a failure occurred, and the latest backup files available are: full backup from the previous Sunday, differential backups for Monday and Tuesday, and transaction log backups up to Wednesday 2 PM. In order to restore the database to the most recent point in time with the minimum amount of data loss, in what order should you restore the backups? A: Restore the full backup, then the differential backup for Tuesday, then the differential backup for Wednesday, then each transaction log backup from midnight on Wednesday to 2 PM on Wednesday. B: Restore the full backup, then the differential backup for Wednesday, then each transaction log backup from midnight on Wednesday to 2 PM on Wednesday. C: Restore the full backup, then each differential backup from Monday and Tuesday, then each transaction log backup from midnight on Wednesday to 2 PM on Wednesday. D: Restore the full backup, then the differential backup for Monday, then each transaction log backup from midnight on Monday to 2 PM on Wednesday. E: Restore the full backup, then the differential backup for Tuesday, then each transaction log backup from midnight on Tuesday to 2 PM on Wednesday.
Medium Resolving Connection Issues Virtual Machines Networking Security	Solve
You are an Azure Administrator and you manage a Linux VM running an internal web application in Azure. The web application communicates with a database server hosted on another VM in the same Virtual Network (VNet). Recently, users have reported that the web application is not accessible. After initial troubleshooting, you have identified that the web application VM is unable to establish a connection with the database server VM on port 5432. You have checked and confirmed the following: 1. Both VMs are up and running without any issues. 2. Both VMs are located in the same VNet and subnet. 3. Both VMs can successfully ping each other. 4. A Network Security Group (NSG) is associated with the subnet, and it has a rule allowing all outbound traffic from the web application VM. 5. The NSG rule for inbound traffic to the database VM on port 5432 has a higher priority than the default deny all rule. Given the information provided, what could be the most likely reason for the issue and the appropriate resolution? A: Add a route table to the subnet to enable communication between the VMs. B: The NSG rule priority for the inbound traffic to the database VM is not set correctly. Adjust the priority to be lower than the default rule. C: Check if a firewall is enabled on the database VM that might be blocking the port. If so, configure it to allow connections on port 5432. D: The issue is related to the DNS resolution. Update the DNS settings in the VNet to enable name resolution between the VMs. E: The web application is not correctly configured to connect to the database. Update the connection string in the web application configuration.
Medium Resolving NSG Configuration Issues Virtual Machines Security	Solve
You are an Azure Administrator in a software development company. A Linux VM is deployed on Azure, hosting an application server running on port 5000, set to start whenever the VM is booted up. The VM is associated with a Network Security Group (NSG) having the following inbound security rules: - Rule 100 (Priority: 100): Allow SSH (port 22) from any source - Rule 200 (Priority: 200): Allow HTTP (port 80) from any source - Rule 400 (Priority: 400): Allow TCP traffic on port 5000 from any source - Rule 300 (Priority: 300): Deny all inbound traffic from any source The outbound security rules are configured to allow all traffic to any destination. Internal users have been attempting to connect to the application server on port 5000 but they are consistently facing connection timeouts. You've confirmed the application server is up and running, and you can connect to the server locally on the VM. What is the most probable cause of the problem and how would you fix it? A: The inbound rule to allow TCP traffic on port 5000 is conflicting with the rule to allow HTTP on port 80. Remove Rule 200. B: Rule 300 to deny all inbound traffic is being processed before Rule 400 to allow traffic on port 5000. Modify the priority of Rule 400 to a value less than 300. C: The application server should be configured to listen on a well-known port instead of port 5000. Change the server settings. D: The NSG is missing an inbound rule to allow ICMP traffic. Add a new rule with a lower priority. E: The NSG needs to have an outbound rule specifically allowing traffic to port 5000. Add a new outbound rule.

	🧐 Question	🔧 Skill
	Medium Backup and Restore Strategy Databases Backup Recovery	2 mins Azure	Solve
You are a database administrator for an organization that uses Azure SQL Database for its operations. The organization has a strict data retention policy and has set up the following backup strategy: 1. Full backups are taken every Sunday at midnight. 2. Differential backups are taken every day at midnight, excluding Sunday. 3. Transaction log backups are taken every hour on the hour. On Wednesday at 2:30 PM, a failure occurred, and the latest backup files available are: full backup from the previous Sunday, differential backups for Monday and Tuesday, and transaction log backups up to Wednesday 2 PM. In order to restore the database to the most recent point in time with the minimum amount of data loss, in what order should you restore the backups? A: Restore the full backup, then the differential backup for Tuesday, then the differential backup for Wednesday, then each transaction log backup from midnight on Wednesday to 2 PM on Wednesday. B: Restore the full backup, then the differential backup for Wednesday, then each transaction log backup from midnight on Wednesday to 2 PM on Wednesday. C: Restore the full backup, then each differential backup from Monday and Tuesday, then each transaction log backup from midnight on Wednesday to 2 PM on Wednesday. D: Restore the full backup, then the differential backup for Monday, then each transaction log backup from midnight on Monday to 2 PM on Wednesday. E: Restore the full backup, then the differential backup for Tuesday, then each transaction log backup from midnight on Tuesday to 2 PM on Wednesday.
	Medium Resolving Connection Issues Virtual Machines Networking Security	2 mins Azure	Solve
You are an Azure Administrator and you manage a Linux VM running an internal web application in Azure. The web application communicates with a database server hosted on another VM in the same Virtual Network (VNet). Recently, users have reported that the web application is not accessible. After initial troubleshooting, you have identified that the web application VM is unable to establish a connection with the database server VM on port 5432. You have checked and confirmed the following: 1. Both VMs are up and running without any issues. 2. Both VMs are located in the same VNet and subnet. 3. Both VMs can successfully ping each other. 4. A Network Security Group (NSG) is associated with the subnet, and it has a rule allowing all outbound traffic from the web application VM. 5. The NSG rule for inbound traffic to the database VM on port 5432 has a higher priority than the default deny all rule. Given the information provided, what could be the most likely reason for the issue and the appropriate resolution? A: Add a route table to the subnet to enable communication between the VMs. B: The NSG rule priority for the inbound traffic to the database VM is not set correctly. Adjust the priority to be lower than the default rule. C: Check if a firewall is enabled on the database VM that might be blocking the port. If so, configure it to allow connections on port 5432. D: The issue is related to the DNS resolution. Update the DNS settings in the VNet to enable name resolution between the VMs. E: The web application is not correctly configured to connect to the database. Update the connection string in the web application configuration.
	Medium Resolving NSG Configuration Issues Virtual Machines Security	2 mins Azure	Solve
You are an Azure Administrator in a software development company. A Linux VM is deployed on Azure, hosting an application server running on port 5000, set to start whenever the VM is booted up. The VM is associated with a Network Security Group (NSG) having the following inbound security rules: - Rule 100 (Priority: 100): Allow SSH (port 22) from any source - Rule 200 (Priority: 200): Allow HTTP (port 80) from any source - Rule 400 (Priority: 400): Allow TCP traffic on port 5000 from any source - Rule 300 (Priority: 300): Deny all inbound traffic from any source The outbound security rules are configured to allow all traffic to any destination. Internal users have been attempting to connect to the application server on port 5000 but they are consistently facing connection timeouts. You've confirmed the application server is up and running, and you can connect to the server locally on the VM. What is the most probable cause of the problem and how would you fix it? A: The inbound rule to allow TCP traffic on port 5000 is conflicting with the rule to allow HTTP on port 80. Remove Rule 200. B: Rule 300 to deny all inbound traffic is being processed before Rule 400 to allow traffic on port 5000. Modify the priority of Rule 400 to a value less than 300. C: The application server should be configured to listen on a well-known port instead of port 5000. Change the server settings. D: The NSG is missing an inbound rule to allow ICMP traffic. Add a new rule with a lower priority. E: The NSG needs to have an outbound rule specifically allowing traffic to port 5000. Add a new outbound rule.

	🧐 Question	🔧 Skill	💪 Difficulty	⌛ Time
	Backup and Restore Strategy Databases Backup Recovery	Azure	Medium	2 mins	Solve
You are a database administrator for an organization that uses Azure SQL Database for its operations. The organization has a strict data retention policy and has set up the following backup strategy: 1. Full backups are taken every Sunday at midnight. 2. Differential backups are taken every day at midnight, excluding Sunday. 3. Transaction log backups are taken every hour on the hour. On Wednesday at 2:30 PM, a failure occurred, and the latest backup files available are: full backup from the previous Sunday, differential backups for Monday and Tuesday, and transaction log backups up to Wednesday 2 PM. In order to restore the database to the most recent point in time with the minimum amount of data loss, in what order should you restore the backups? A: Restore the full backup, then the differential backup for Tuesday, then the differential backup for Wednesday, then each transaction log backup from midnight on Wednesday to 2 PM on Wednesday. B: Restore the full backup, then the differential backup for Wednesday, then each transaction log backup from midnight on Wednesday to 2 PM on Wednesday. C: Restore the full backup, then each differential backup from Monday and Tuesday, then each transaction log backup from midnight on Wednesday to 2 PM on Wednesday. D: Restore the full backup, then the differential backup for Monday, then each transaction log backup from midnight on Monday to 2 PM on Wednesday. E: Restore the full backup, then the differential backup for Tuesday, then each transaction log backup from midnight on Tuesday to 2 PM on Wednesday.
	Resolving Connection Issues Virtual Machines Networking Security	Azure	Medium	2 mins	Solve
You are an Azure Administrator and you manage a Linux VM running an internal web application in Azure. The web application communicates with a database server hosted on another VM in the same Virtual Network (VNet). Recently, users have reported that the web application is not accessible. After initial troubleshooting, you have identified that the web application VM is unable to establish a connection with the database server VM on port 5432. You have checked and confirmed the following: 1. Both VMs are up and running without any issues. 2. Both VMs are located in the same VNet and subnet. 3. Both VMs can successfully ping each other. 4. A Network Security Group (NSG) is associated with the subnet, and it has a rule allowing all outbound traffic from the web application VM. 5. The NSG rule for inbound traffic to the database VM on port 5432 has a higher priority than the default deny all rule. Given the information provided, what could be the most likely reason for the issue and the appropriate resolution? A: Add a route table to the subnet to enable communication between the VMs. B: The NSG rule priority for the inbound traffic to the database VM is not set correctly. Adjust the priority to be lower than the default rule. C: Check if a firewall is enabled on the database VM that might be blocking the port. If so, configure it to allow connections on port 5432. D: The issue is related to the DNS resolution. Update the DNS settings in the VNet to enable name resolution between the VMs. E: The web application is not correctly configured to connect to the database. Update the connection string in the web application configuration.
	Resolving NSG Configuration Issues Virtual Machines Security	Azure	Medium	2 mins	Solve
You are an Azure Administrator in a software development company. A Linux VM is deployed on Azure, hosting an application server running on port 5000, set to start whenever the VM is booted up. The VM is associated with a Network Security Group (NSG) having the following inbound security rules: - Rule 100 (Priority: 100): Allow SSH (port 22) from any source - Rule 200 (Priority: 200): Allow HTTP (port 80) from any source - Rule 400 (Priority: 400): Allow TCP traffic on port 5000 from any source - Rule 300 (Priority: 300): Deny all inbound traffic from any source The outbound security rules are configured to allow all traffic to any destination. Internal users have been attempting to connect to the application server on port 5000 but they are consistently facing connection timeouts. You've confirmed the application server is up and running, and you can connect to the server locally on the VM. What is the most probable cause of the problem and how would you fix it? A: The inbound rule to allow TCP traffic on port 5000 is conflicting with the rule to allow HTTP on port 80. Remove Rule 200. B: Rule 300 to deny all inbound traffic is being processed before Rule 400 to allow traffic on port 5000. Modify the priority of Rule 400 to a value less than 300. C: The application server should be configured to listen on a well-known port instead of port 5000. Change the server settings. D: The NSG is missing an inbound rule to allow ICMP traffic. Add a new rule with a lower priority. E: The NSG needs to have an outbound rule specifically allowing traffic to port 5000. Add a new outbound rule.

Reason #4

1200+ customers in 75 countries

Com o Adaface, conseguimos otimizar nosso processo de seleção inicial em mais de 75%, liberando um tempo precioso tanto para os gerentes de contratação quanto para nossa equipe de aquisição de talentos!

Brandon Lee, Chefe de Pessoas, Love, Bonito

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Reason #5

Designed for elimination, not selection

The most important thing while implementing the pre-employment Aprendizado de máquina no Azure in your hiring process is that it is an elimination tool, not a selection tool. In other words: you want to use the test to eliminate the candidates who do poorly on the test, not to select the candidates who come out at the top. While they are super valuable, pre-employment tests do not paint the entire picture of a candidate’s abilities, knowledge, and motivations. Multiple easy questions are more predictive of a candidate's ability than fewer hard questions. Harder questions are often "trick" based questions, which do not provide any meaningful signal about the candidate's skillset.

Science behind Adaface tests

Reason #6

1 click candidate invites

Email invites: You can send candidates an email invite to the Aprendizado de máquina no Azure from your dashboard by entering their email address.

Public link: You can create a public link for each test that you can share with candidates.

API or integrations: You can invite candidates directly from your ATS by using our pre-built integrations with popular ATS systems or building a custom integration with your in-house ATS.

Reason #7

Detailed scorecards & benchmarks

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Reason #8

High completion rate

Adaface tests are conversational, low-stress, and take just 25-40 mins to complete.

This is why Adaface has the highest test-completion rate (86%), which is more than 2x better than traditional assessments.

Reason #9

Advanced Proctoring

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About the Machine Learning in Azure Assessment Test

Why you should use Pre-employment Machine Learning in Azure Online Test?

The Aprendizado de máquina no Azure makes use of scenario-based questions to test for on-the-job skills as opposed to theoretical knowledge, ensuring that candidates who do well on this screening test have the relavant skills. The questions are designed to covered following on-the-job aspects:

Compreendendo o básico do Azure Machine Learning
Técnicas de pré -processamento e limpeza de dados usando o Azure ML
Engenharia e seleção de recursos com Azure ML
Construindo e avaliando modelos de aprendizado de máquina no Azure ML
Trabalhando com vários algoritmos do Azure ML para classificação e regressão
Implantando e gerenciando modelos no Azure ML
Criando e executando os pipelines do Azure ML
Tuning Hyperparameters no Azure ML
Utilizando o Azure Automl para seleção e ajuste de modelo automatizado
Projetando fluxos de trabalho de aprendizado de máquina usando o Azure ML Designer

Once the test is sent to a candidate, the candidate receives a link in email to take the test. For each candidate, you will receive a detailed report with skills breakdown and benchmarks to shortlist the top candidates from your pool.

What topics are covered in the Machine Learning in Azure Online Test?

Full list of covered topics
The actual topics of the questions in the final test will depend on your job description and requirements. However, here's a list of topics you can expect the questions for Aprendizado de máquina no Azure to be based on.
Espaços de trabalho do Azure ML
Azure ML Studio
Conjuntos de dados do Azure ML
Experimentos do Azure ML
Pré -processamento de dados
Engenharia de recursos
Seleção de recursos
Análise exploratória de dados
Visualização de dados
Construção de modelos
Avaliação do modelo
Validação cruzada
Métricas de avaliação
Algoritmos do Azure ML
Aprendizado supervisionado
Aprendizado não supervisionado
Algoritmos de classificação
Algoritmos de regressão
Algoritmos de agrupamento
Redução de dimensionalidade
Implantação do modelo Azure ML
Implantação de serviços da web
Versão do modelo
Monitoramento do modelo
Azure ML Pipelines
Criação de pipeline
Programação de pipeline
Monitoramento de oleodutos
Ajuste hiperparâmetro
Pesquisa de grade
Pesquisa aleatória
Otimização bayesiana
Azure Automl
Seleção automatizada de modelos
Ajuste automatizado de hiperparâmetro
Engenharia de recursos automatizados
Designer do Azure ML
Desenvolvimento do modelo de arrastar e soltar
Criação de módulo personalizado
Execução de pipeline
Interpretabilidade do Azure ML
Destaque
Explicações modelo
Interpretabilidade local
Interpretabilidade global
Azure ML Modelo Explicação
Aprendizado de máquina interpretável
AI explicável
Explicações contrafactuais
Implantação do modelo Azure ML
Serviço do Azure Kubernetes (AKS)
Instâncias de contêineres do Azure (ACI)
Insights de aplicativos
Gerenciamento de modelo Azure ML
Versão do modelo
Slots de implantação de modelos
Escala de modelo e desempenho
Integração e implantação contínuas (CI/CD)

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What roles can I use the Machine Learning in Azure Online Test for?

Engenheiro de aprendizado de máquina
Cientista de dados
Analista de informações
Engenheiro de IA
Engenheiro de software
Engenheiro de dados
Analista de negócios
Pesquisa científica
Consultor de IA
Pesquisador de IA

How is the Machine Learning in Azure Online Test customized for senior candidates?

For intermediate/ experienced candidates, we customize the assessment questions to include advanced topics and increase the difficulty level of the questions. This might include adding questions on topics like

Interpretando e explicando modelos usando a interpretabilidade do Azure ML
Implantando modelos para produção com implantação do modelo Azure ML
Compreendendo o Azure Databricks e sua integração com o Azure ML
Utilizando tarefas do Azure ML para Processamento de Linguagem Natural (PNL)
Implementando soluções de visão computacional usando o Azure ML
Trabalhando com dados de séries temporais no Azure ML
Manipulação de computação distribuída com o Azure ML
Utilizando o Azure ML para aprendizado de reforço
Aplicando técnicas de detecção de anomalia no Azure ML

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Os gerentes de contratação sentiram que, por meio das perguntas técnicas feitas durante as entrevistas do painel, foram capazes de dizer quais candidatos tiveram melhores pontuações e diferenciaram aqueles que não tiveram pontuações tão boas. Eles são altamente satisfeito com a qualidade dos candidatos selecionados na triagem Adaface.

85%

Redução no tempo de triagem

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Machine Learning in Azure Hiring Test Perguntas frequentes

Posso combinar várias habilidades em uma avaliação personalizada?

Sim absolutamente. As avaliações personalizadas são configuradas com base na descrição do seu trabalho e incluirão perguntas sobre todas as habilidades obrigatórias que você especificar.

Você tem algum recurso anti-trapaça ou procurador?

Temos os seguintes recursos anti-trapaça:

Perguntas não-goleadas
IP Proctoring
Web Proctoring
Proctoring da webcam
Detecção de plágio
navegador seguro

Leia mais sobre os Recursos de Proctoring.

Como interpreto as pontuações dos testes?

O principal a ter em mente é que uma avaliação é uma ferramenta de eliminação, não uma ferramenta de seleção. Uma avaliação de habilidades é otimizada para ajudá -lo a eliminar os candidatos que não são tecnicamente qualificados para o papel, não é otimizado para ajudá -lo a encontrar o melhor candidato para o papel. Portanto, a maneira ideal de usar uma avaliação é decidir uma pontuação limite (normalmente 55%, ajudamos você a comparar) e convidar todos os candidatos que pontuam acima do limiar para as próximas rodadas da entrevista.

Para que nível de experiência posso usar este teste?

Cada avaliação do Adaface é personalizada para a descrição do seu trabalho/ persona do candidato ideal (nossos especialistas no assunto escolherão as perguntas certas para sua avaliação de nossa biblioteca de mais de 10000 perguntas). Esta avaliação pode ser personalizada para qualquer nível de experiência.

Todo candidato recebe as mesmas perguntas?

Sim, facilita muito a comparação de candidatos. As opções para perguntas do MCQ e a ordem das perguntas são randomizadas. Recursos anti-traking/proctoring no local. Em nosso plano corporativo, também temos a opção de criar várias versões da mesma avaliação com questões de níveis de dificuldade semelhantes.