Machine Learning in GCP Online Test

Q: What are the main Cloud Computing tests?

Here are some key tests in the cloud computing category: Google Cloud Platform GCP Test AWS DevOps Test Azure DevOps Test Cloud Computing Test

The Machine Learning in GCP test evaluates a candidate's understanding of machine learning concepts and their ability to use Google Cloud Platform for machine learning tasks. The test covers topics such as GCP services for machine learning, data analysis, data science, and cloud computing.

Covered skills:

Machine Learning in GCP
Google Cloud Platform (GCP) Fundamentals
Data Analysis
Data Science
Cloud Computing Basics

Get started for free

Preview questions

About the Machine Learning in GCP Test

The Machine Learning in GCP 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:

Ability to deploy and manage machine learning models on Google Cloud Platform (GCP)
Proficiency in Google Cloud Platform (GCP) Fundamentals
Capability to analyze large datasets for insights and trends
Understanding of various data science techniques and algorithms
Knowledge of cloud computing basics
Familiarity with GCP tools and services for machine learning
Expertise in designing and implementing machine learning pipelines
Ability to evaluate and visualize data using GCP tools
Skilled in building and evaluating predictive models
Experience with deploying machine learning models in production
Proficient in data preprocessing and feature engineering
Understanding of supervised and unsupervised learning algorithms

1200+ customers in 80 countries

Use Adaface tests trusted by recruitment teams globally. Adaface skill assessments measure on-the-job skills of candidates, providing employers with an accurate tool for screening potential hires.

Get started for free

Preview questions

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

These are just a small sample from our library of 15,000+ questions. The actual questions on this Machine Learning in GCP Test will be non-googleable.

🧐 Question
Medium Healthy Replica Google Kubernetes Engine Kubernetes Deployment Rolling Update Replica Management	Solve
Sam Sankman works as Cloud Associate at FTXX Inc. FTXX’s core application is deployed in a Google Kubernetes Engine cluster. When a new version of the application is released, CI/CD tool updates the spec.template.spec.containers[0].image value to reference the Docker image of the new application version. When the Deployment object applies the change, Sam wants to deploy at least 1 replica of the new version and maintain the previous replicas until the new replica is healthy. Which change should Sam make to the Kubernetes Engine Deployment object shown below? A: Set the Deployment Strategy to Rolling Update B: Set the Deployment Strategy to Recreate C: Set maxSurge to 0 D: Set maxSurge to 1 E: Set maxUnavailable to 0 F: Set maxUnavailable to 1
Medium Network Rules Virtual Private Cloud SSH Firewall Configuration Network Security	Solve
Depp works as Google Cloud Architect at Amber Inc. Deep created an instance with following firewall rules: NAME: ssh-allow NETWORK: testnet DIRECTION: INGRESS PRIORITY: 100 ALLOW: tcp:22 NAME: deny-everything NETWORK: testnet DIRECTION: INGRESS PRIORITY: 400 DENY: tcp:0-65535,udp:0-6553 What would happen if Depp tries SSH to the instance now? A: SSH would be denied as the deny rule overrides the allow B: SSH would be allowed as the allow rule overrides the deny C: SSH would be denied and would need instance reboot for the to allow rule to take effect D: SSH would be denied and would need gcloud firewall refresh command for the allow rule to take effect
Easy Storage Costs Cloud Storage Data Management Storage Optimization	Solve
Kloo is a social media platform similar to Twitter in the EU market and uses Google Cloud for their infrastructure requirements. Kloo generates multiple files per day. Owing to data regulations, Kloo has to store these files in the EU regional bucket. Kloo’s data team needs only the files of last 14 days for their algorithms and APIs but need to store every single file for safe keeping and regulatory purposes even though the past data is rarely accessed. Given these constraints, how can Kloo’s data team lower the storage costs?
Medium Storage in Compute Recovery Cloud Storage Backups Data Recovery Backup And Restore	Solve
You work as a data manager for a large e-commerce company that heavily relies on a PostgreSQL database running on a GCP Compute Engine instance. The company has a well-established backup policy, which includes: 1. Full database backup every Monday at 1:00 AM. 2. Differential backup every day at 1:00 AM, except Monday. 3. Transaction log backup every 30 minutes. These backups are stored in Google Cloud Storage. Today is Thursday, and a data corruption incident occurred at 4:15 PM. You have the following backup files available: 1. Full backup: Full_Backup_Mon.bak taken on Monday 1:00 AM. 2. Differential backups: Diff_Backup_Tue.bak, Diff_Backup_Wed.bak, Diff_Backup_Thu.bak taken at 1:00 AM on their respective days. 3. Transaction log backups: 30-minute interval backups from Monday 1:30 AM until Thursday 4:00 PM, like TLog_Backup_Thu_1530.bak, TLog_Backup_Thu_1600.bak. Given the RPO (Recovery Point Objective) of 30 minutes, which of the following sequences of restore operations would ensure minimal data loss? A: Full_Backup_Mon.bak, Diff_Backup_Thu.bak, then Transaction Log backups from Thursday 1:30 AM to 4:00 PM. B: Full_Backup_Mon.bak, Diff_Backup_Wed.bak, then all Transaction Log backups from Wednesday and Thursday. C: Full_Backup_Mon.bak, Diff_Backup_Thu.bak, then all Transaction Log backups from Thursday. D: Full_Backup_Mon.bak, then all Transaction Log backups from Monday to Thursday 4:00 PM. E: Full_Backup_Mon.bak, Diff_Backup_Tue.bak, Diff_Backup_Wed.bak, Diff_Backup_Thu.bak, then Transaction Log backups from Thursday 1:30 AM to 4:00 PM.

	🧐 Question	🔧 Skill
	Medium Healthy Replica Google Kubernetes Engine Kubernetes Deployment Rolling Update Replica Management	2 mins Google Cloud Platform	Solve
Sam Sankman works as Cloud Associate at FTXX Inc. FTXX’s core application is deployed in a Google Kubernetes Engine cluster. When a new version of the application is released, CI/CD tool updates the spec.template.spec.containers[0].image value to reference the Docker image of the new application version. When the Deployment object applies the change, Sam wants to deploy at least 1 replica of the new version and maintain the previous replicas until the new replica is healthy. Which change should Sam make to the Kubernetes Engine Deployment object shown below? A: Set the Deployment Strategy to Rolling Update B: Set the Deployment Strategy to Recreate C: Set maxSurge to 0 D: Set maxSurge to 1 E: Set maxUnavailable to 0 F: Set maxUnavailable to 1
	Medium Network Rules Virtual Private Cloud SSH Firewall Configuration Network Security	3 mins Google Cloud Platform	Solve
Depp works as Google Cloud Architect at Amber Inc. Deep created an instance with following firewall rules: NAME: ssh-allow NETWORK: testnet DIRECTION: INGRESS PRIORITY: 100 ALLOW: tcp:22 NAME: deny-everything NETWORK: testnet DIRECTION: INGRESS PRIORITY: 400 DENY: tcp:0-65535,udp:0-6553 What would happen if Depp tries SSH to the instance now? A: SSH would be denied as the deny rule overrides the allow B: SSH would be allowed as the allow rule overrides the deny C: SSH would be denied and would need instance reboot for the to allow rule to take effect D: SSH would be denied and would need gcloud firewall refresh command for the allow rule to take effect
	Easy Storage Costs Cloud Storage Data Management Storage Optimization	2 mins Google Cloud Platform	Solve
Kloo is a social media platform similar to Twitter in the EU market and uses Google Cloud for their infrastructure requirements. Kloo generates multiple files per day. Owing to data regulations, Kloo has to store these files in the EU regional bucket. Kloo’s data team needs only the files of last 14 days for their algorithms and APIs but need to store every single file for safe keeping and regulatory purposes even though the past data is rarely accessed. Given these constraints, how can Kloo’s data team lower the storage costs?
	Medium Storage in Compute Recovery Cloud Storage Backups Data Recovery Backup And Restore	3 mins Google Cloud Platform	Solve
You work as a data manager for a large e-commerce company that heavily relies on a PostgreSQL database running on a GCP Compute Engine instance. The company has a well-established backup policy, which includes: 1. Full database backup every Monday at 1:00 AM. 2. Differential backup every day at 1:00 AM, except Monday. 3. Transaction log backup every 30 minutes. These backups are stored in Google Cloud Storage. Today is Thursday, and a data corruption incident occurred at 4:15 PM. You have the following backup files available: 1. Full backup: Full_Backup_Mon.bak taken on Monday 1:00 AM. 2. Differential backups: Diff_Backup_Tue.bak, Diff_Backup_Wed.bak, Diff_Backup_Thu.bak taken at 1:00 AM on their respective days. 3. Transaction log backups: 30-minute interval backups from Monday 1:30 AM until Thursday 4:00 PM, like TLog_Backup_Thu_1530.bak, TLog_Backup_Thu_1600.bak. Given the RPO (Recovery Point Objective) of 30 minutes, which of the following sequences of restore operations would ensure minimal data loss? A: Full_Backup_Mon.bak, Diff_Backup_Thu.bak, then Transaction Log backups from Thursday 1:30 AM to 4:00 PM. B: Full_Backup_Mon.bak, Diff_Backup_Wed.bak, then all Transaction Log backups from Wednesday and Thursday. C: Full_Backup_Mon.bak, Diff_Backup_Thu.bak, then all Transaction Log backups from Thursday. D: Full_Backup_Mon.bak, then all Transaction Log backups from Monday to Thursday 4:00 PM. E: Full_Backup_Mon.bak, Diff_Backup_Tue.bak, Diff_Backup_Wed.bak, Diff_Backup_Thu.bak, then Transaction Log backups from Thursday 1:30 AM to 4:00 PM.

	🧐 Question	🔧 Skill	💪 Difficulty	⌛ Time
	Healthy Replica Google Kubernetes Engine Kubernetes Deployment Rolling Update Replica Management	Google Cloud Platform	Medium	2 mins	Solve
Sam Sankman works as Cloud Associate at FTXX Inc. FTXX’s core application is deployed in a Google Kubernetes Engine cluster. When a new version of the application is released, CI/CD tool updates the spec.template.spec.containers[0].image value to reference the Docker image of the new application version. When the Deployment object applies the change, Sam wants to deploy at least 1 replica of the new version and maintain the previous replicas until the new replica is healthy. Which change should Sam make to the Kubernetes Engine Deployment object shown below? A: Set the Deployment Strategy to Rolling Update B: Set the Deployment Strategy to Recreate C: Set maxSurge to 0 D: Set maxSurge to 1 E: Set maxUnavailable to 0 F: Set maxUnavailable to 1
	Network Rules Virtual Private Cloud SSH Firewall Configuration Network Security	Google Cloud Platform	Medium	3 mins	Solve
Depp works as Google Cloud Architect at Amber Inc. Deep created an instance with following firewall rules: NAME: ssh-allow NETWORK: testnet DIRECTION: INGRESS PRIORITY: 100 ALLOW: tcp:22 NAME: deny-everything NETWORK: testnet DIRECTION: INGRESS PRIORITY: 400 DENY: tcp:0-65535,udp:0-6553 What would happen if Depp tries SSH to the instance now? A: SSH would be denied as the deny rule overrides the allow B: SSH would be allowed as the allow rule overrides the deny C: SSH would be denied and would need instance reboot for the to allow rule to take effect D: SSH would be denied and would need gcloud firewall refresh command for the allow rule to take effect
	Storage Costs Cloud Storage Data Management Storage Optimization	Google Cloud Platform	Easy	2 mins	Solve
Kloo is a social media platform similar to Twitter in the EU market and uses Google Cloud for their infrastructure requirements. Kloo generates multiple files per day. Owing to data regulations, Kloo has to store these files in the EU regional bucket. Kloo’s data team needs only the files of last 14 days for their algorithms and APIs but need to store every single file for safe keeping and regulatory purposes even though the past data is rarely accessed. Given these constraints, how can Kloo’s data team lower the storage costs?
	Storage in Compute Recovery Cloud Storage Backups Data Recovery Backup And Restore	Google Cloud Platform	Medium	3 mins	Solve
You work as a data manager for a large e-commerce company that heavily relies on a PostgreSQL database running on a GCP Compute Engine instance. The company has a well-established backup policy, which includes: 1. Full database backup every Monday at 1:00 AM. 2. Differential backup every day at 1:00 AM, except Monday. 3. Transaction log backup every 30 minutes. These backups are stored in Google Cloud Storage. Today is Thursday, and a data corruption incident occurred at 4:15 PM. You have the following backup files available: 1. Full backup: Full_Backup_Mon.bak taken on Monday 1:00 AM. 2. Differential backups: Diff_Backup_Tue.bak, Diff_Backup_Wed.bak, Diff_Backup_Thu.bak taken at 1:00 AM on their respective days. 3. Transaction log backups: 30-minute interval backups from Monday 1:30 AM until Thursday 4:00 PM, like TLog_Backup_Thu_1530.bak, TLog_Backup_Thu_1600.bak. Given the RPO (Recovery Point Objective) of 30 minutes, which of the following sequences of restore operations would ensure minimal data loss? A: Full_Backup_Mon.bak, Diff_Backup_Thu.bak, then Transaction Log backups from Thursday 1:30 AM to 4:00 PM. B: Full_Backup_Mon.bak, Diff_Backup_Wed.bak, then all Transaction Log backups from Wednesday and Thursday. C: Full_Backup_Mon.bak, Diff_Backup_Thu.bak, then all Transaction Log backups from Thursday. D: Full_Backup_Mon.bak, then all Transaction Log backups from Monday to Thursday 4:00 PM. E: Full_Backup_Mon.bak, Diff_Backup_Tue.bak, Diff_Backup_Wed.bak, Diff_Backup_Thu.bak, then Transaction Log backups from Thursday 1:30 AM to 4:00 PM.

Get started for free

Preview questions

With Adaface, we were able to optimise our initial screening process by upwards of 75%, freeing up precious time for both hiring managers and our talent acquisition team alike!

Brandon Lee, Head of People, Love, Bonito

It's very easy to share assessments with candidates and for candidates to use. We get good feedback from candidates about completing the tests. Adaface are very responsive and friendly to deal with.

Kirsty Wood, Human Resources, WillyWeather

We were able to close 106 positions in a record time of 45 days! Adaface enables us to conduct aptitude and psychometric assessments seamlessly. My hiring managers have never been happier with the quality of candidates shortlisted.

Amit Kataria, CHRO, Hanu

We evaluated several of their competitors and found Adaface to be the most compelling. Great library of questions that are designed to test for fit rather than memorization of algorithms.

Swayam Narain, CTO, Affable

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

The Machine Learning in GCP Test 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:

Implementing and deploying machine learning models in Google Cloud Platform
Creating and managing data pipelines using GCP services
Building and optimizing big data solutions using GCP tools
Developing and tuning complex machine learning algorithms
Performing data preprocessing and cleaning tasks
Applying statistical analysis and hypothesis testing techniques to evaluate data
Designing and implementing scalable and efficient data storage solutions
Utilizing GCP APIs and services for data integration and extraction
Configuring and managing virtual machines and containers on GCP
Implementing security measures and best practices for GCP environments

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 GCP Online Test?

Machine Learning in GCP: This skill refers to the knowledge and expertise in using Google Cloud Platform (GCP) for implementing and deploying machine learning models. It involves understanding and utilizing GCP's machine learning tools and services, such as AI Platform, AutoML, and Kubeflow, to develop and train models, perform data preprocessing, and deploy them in a scalable and reliable manner.

Google Cloud Platform (GCP) Fundamentals: This skill encompasses the foundational knowledge of Google Cloud Platform, including its various products and services, such as Compute Engine, Storage, BigQuery, and Pub/Sub. It involves understanding the concepts and capabilities of GCP, as well as knowing how to effectively utilize GCP's resources for building, deploying, and managing applications and data on the cloud.

Data Analysis: Data analysis involves the process of inspecting, cleaning, transforming, and modeling data to discover useful information and support decision-making. In the context of this test, it specifically refers to the ability to perform data analysis tasks using GCP's tools and services, such as BigQuery, Dataflow, and Dataproc, to extract insights, identify patterns, and derive meaningful conclusions from large datasets.

Data Science: Data science is a multidisciplinary field that combines statistical analysis, machine learning, and domain knowledge to extract valuable insights and solve complex problems. In this test, it involves assessing the knowledge and skills related to applying data science techniques and algorithms using GCP's machine learning tools and services, as well as interpreting and communicating the results of data analysis and modeling tasks effectively.

Cloud Computing Basics: This skill refers to the understanding of the fundamental concepts and principles of cloud computing, including virtualization, elasticity, scalability, and on-demand resource provisioning. It involves knowing the advantages and disadvantages of cloud computing, as well as the key components and service models of cloud infrastructure, such as Infrastructure as a Service (IaaS), Platform as a Service (PaaS), and Software as a Service (SaaS).

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 Machine Learning in GCP Test to be based on.

BigQuery for Data Analysis

BigQuery ML

Cloud AutoML

Cloud Dataprep

Cloud Machine Learning Engine

Cloud Speech-to-Text

Cloud Translation

Cloud Video Intelligence

Cloud Natural Language

Cloud Vision

Cloud Dataflow

Cloud Datalab

Bigtable

TensorFlow for Machine Learning

PyTorch for Machine Learning

Scikit-learn for Machine Learning

Data Exploration

Feature Engineering Techniques

Data Preprocessing

Supervised Learning Algorithms

Unsupervised Learning Algorithms

Evaluation Metrics

Model Selection and Validation

Ensemble Methods

Neural Networks

Deep Learning

Reinforcement Learning

Regression Analysis

Classification Techniques

Clustering Techniques

Dimensionality Reduction

Time Series Analysis

Anomaly Detection

Model Deployment

Google Cloud Storage

Google Cloud SQL

Google Cloud Bigtable

Google Cloud Pub/Sub

Google Cloud Datastore

Google Cloud Spanner

Google Cloud Firestore

Google Cloud Functions

Google Cloud Compute Engine

Google Cloud App Engine

Google Cloud Kubernetes Engine

Google Cloud Identity and Access Management

Google Cloud Networking

Google Cloud Load Balancing

Google Cloud VPN

Google Cloud Security

Google Cloud IAM Roles

Google Cloud Logging

Google Cloud Monitoring

Google Cloud Trace

Google Cloud Error Reporting

Google Cloud Debugger

Google Cloud Profiler

Google Cloud Deployment Manager

Google Cloud Resource Manager

Google Cloud Billing

Google Cloud SDK

Google Cloud Shell

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

Machine Learning Engineer
Data Scientist
Data Analyst
Cloud Engineer
AI Engineer
Big Data Engineer
Research Scientist
Business Intelligence Analyst
Software Engineer
Data Engineer

How is the Machine Learning in GCP 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

Constructing and interpreting machine learning models for predictive analytics
Applying feature engineering techniques to improve model performance
Performing exploratory data analysis and visualizations using GCP tools
Monitoring and optimizing machine learning model performance and accuracy
Understanding the concepts of distributed computing and parallel processing
Using GCP's AutoML services for automated machine learning
Applying natural language processing techniques for text analysis
Implementing anomaly detection algorithms for identifying outliers
Utilizing cloud computing principles and concepts in GCP environments
Performing model evaluation and validation using relevant metrics

Preview this test

View sample scorecard

Try the most advanced candidate assessment platform

ChatGPT Protection

Non-googleable Questions

Web Proctoring

IP Proctoring

Webcam Proctoring

MCQ Questions

Coding Questions

Typing Questions

Personality Questions

Custom Questions

Ready-to-use Tests

Custom Tests

Custom Branding

Bulk Invites

Public Links

ATS Integrations

Multiple Question Sets

Custom API integrations

Role-based Access

Priority Support

GDPR Compliance

Screen candidates in 3 easy steps

Pick a test from over 500+ tests

The Adaface test library features 500+ tests to enable you to test candidates on all popular skills- everything from programming languages, software frameworks, devops, logical reasoning, abstract reasoning, critical thinking, fluid intelligence, content marketing, talent acquisition, customer service, accounting, product management, sales and more.

Invite your candidates with 2-clicks

Make informed hiring decisions

Get started for free

Preview questions

Have questions about the Machine Learning in GCP Hiring Test?

What is the Machine Learning in GCP Test?

The Machine Learning in GCP Test evaluates candidates' skills in using Google Cloud Platform (GCP) for machine learning projects. It is used by recruiters to assess candidates' proficiency in GCP, data science, and cloud computing basics.

Can I combine the Machine Learning in GCP Test with Data Analysis questions?

Yes, recruiters can request a single custom test that includes both Machine Learning in GCP and Data Analysis questions. For more details on the Data Analysis Test, check Data Analysis Test.

What skills are evaluated in the Machine Learning in GCP Test?

This test assesses various skills including machine learning models, feature engineering, exploratory data analysis, monitoring model performance, distributed computing, GCP's AutoML, natural language processing, anomaly detection, and cloud computing principles.

How to use the Machine Learning in GCP Test in my hiring process?

Use it as a pre-screening tool at the beginning of the recruitment process. Add a link to the assessment in your job post, or invite candidates directly by email. This helps identify skilled candidates early and quickly.

What are the main Cloud Computing tests?

Here are some key tests in the cloud computing category:

Can I combine multiple skills into one custom assessment?

Yes, absolutely. Custom assessments are set up based on your job description, and will include questions on all must-have skills you specify. Here's a quick guide on how you can request a custom test.

Do you have any anti-cheating or proctoring features in place?

We have the following anti-cheating features in place:

Non-googleable questions
IP proctoring
Screen proctoring
Web proctoring
Webcam proctoring
Plagiarism detection
Secure browser
Copy paste protection

Read more about the proctoring features.

How do I interpret test scores?

The primary thing to keep in mind is that an assessment is an elimination tool, not a selection tool. A skills assessment is optimized to help you eliminate candidates who are not technically qualified for the role, it is not optimized to help you find the best candidate for the role. So the ideal way to use an assessment is to decide a threshold score (typically 55%, we help you benchmark) and invite all candidates who score above the threshold for the next rounds of interview.

What experience level can I use this test for?

Each Adaface assessment is customized to your job description/ ideal candidate persona (our subject matter experts will pick the right questions for your assessment from our library of 10000+ questions). This assessment can be customized for any experience level.

Does every candidate get the same questions?

Yes, it makes it much easier for you to compare candidates. Options for MCQ questions and the order of questions are randomized. We have anti-cheating/ proctoring features in place. In our enterprise plan, we also have the option to create multiple versions of the same assessment with questions of similar difficulty levels.

I'm a candidate. Can I try a practice test?

No. Unfortunately, we do not support practice tests at the moment. However, you can use our sample questions for practice.

What is the cost of using this test?

You can check out our pricing plans.

Can I get a free trial?

Yes, you can sign up for free and preview this test.

I just moved to a paid plan. How can I request a custom assessment?

Here is a quick guide on how to request a custom assessment on Adaface.

View sample scorecard

Along with scorecards that report the performance of the candidate in detail, you also receive a comparative analysis against the company average and industry standards.

View sample scorecard