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Machine Learning in Google Cloud Platform (GCP) Test
Machine learning on Google Cloud Platform (GCP) combines powerful infrastructure with integrated AI services to build scalable, production-ready models. Success requires more than technical knowledge — it’s about leveraging GCP tools for the entire ML lifecycle, from data prep to deployment. The Machine Learning in GCP Test evaluates a candidate’s ability to use GCP’s ecosystem for building, training, deploying, and managing ML solutions effectively.
Duration (Customizable)
12 min
Skills Covered
4
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About the Machine Learning in Google Cloud Platform (GCP) Test
You’ll be evaluated across four critical areas:
Data Preparation & Feature Engineering on GCP
Demonstrate the use of BigQuery, Dataflow, Dataprep, and AI Platform pipelines for cleaning, transforming, and engineering features at scale.Model Development & Training on GCP
Build and train ML models using Vertex AI, TensorFlow on GCP, AutoML, and distributed training with TPUs or GPUs.Model Deployment & Serving on GCP
Deploy trained models with Vertex AI endpoints, use APIs for prediction services, and ensure secure, scalable serving.MLOps & Model Management on GCP
Apply CI/CD for ML pipelines, monitor models with Vertex AI Model Monitoring, and manage drift, retraining, and governance for production ML systems.
This is where cloud infrastructure meets machine learning — proving you can deliver reliable, scalable ML solutions on GCP.
Covered Skills
Data Preparation & Feature Engineering
Model Development & Training
Model Deployment & Serving
MLOps & Model Management
Test Details
Type
Engineering skills
Languages
English
Duration
12 minutes
Difficulty
Intermediate
Recommended Job Roles to Use the Machine Learning in Google Cloud Platform (GCP)
This test is ideal for data scientists, ML engineers, cloud engineers, and AI specialists working within the GCP ecosystem. It’s also valuable for organizations assessing candidates preparing for Google Professional Machine Learning Engineer or Professional Data Engineer certifications.
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Built-in & Customizable Assessments for Every Role
400+ Pre-Built Tests – covering cognitive, coding, and role-based assessments.
Create Custom Tests – tailor questions and formats to match your exact hiring needs.
Scientifically Validated Content – every built-in test is reviewed by subject matter experts for accuracy and fairness.
Flexible Question Types – from multiple choice to coding simulations, design assessments your way.
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Brand Your Assessments, Your Way
White-Label Experience – remove TestTrick branding and showcase your logo, colors, and tone.
Branded Communication – personalize email invites, landing pages, and candidate follow-ups.
Employer Branding Advantage – strengthen candidate trust and present your company as an employer of choice.
Professional Presentation – turn every assessment into a powerful reflection of your brand.
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Automated Scoring & Smart Candidate Management
Bulk Invitations & Smart Scheduling – invite hundreds of candidates in one go and set automated reminders.
Automatic Scoring – get instant results the moment candidates complete a test.
AI-Powered Insights – receive recommendations for top performers and borderline candidates.
Real-Time Reporting Dashboard – track progress, completion rates, and detailed results in one place.
AI-Powered Proctoring for Fair & Secure Assessments
Smart Candidate Monitoring – AI-based face detection, absentee tracking, and dual-screen detection.
Activity Tracking – screen & webcam recording, plus tab-switch monitoring to flag suspicious behavior.
Code Safety Controls – copy-paste disabling and detection of pasted code to ensure original work.
Real-Time Alerts & Reports – suspicious actions are flagged instantly, giving you confidence in results.
A Step-by-Step Process With Our Talent Assessment Software
Understand how TestTrick fits into your hiring process, from assigning tests to reviewing results and making decisions.
Set Up
Pick from our test library or build custom assessments for any job role.
Invite Candidates
Send assessments directly through your ATS or any other platform in a few clicks.
Track Performance
Use score cards or reports to review scores, code playback, and behavior logs.
Make Decisions
Collaborate with your team to compare results, spot skills gaps, and select candidates with confidence.
Advanced Proctoring Features
Comprehensive AI-powered monitoring and security features to maintain test integrity
AI-based Face Detection
Advanced AI detects and verifies candidate's face throughout the test, flagging multiple faces or absence to prevent impersonation.
Dual Screen Detection
Monitors and alerts when candidates use multiple screens or external monitors, marking violations for review.
Code Paste Detection
Tracks when candidates paste pre-written code instead of typing their own and flags the behavior for review.
Screen Recording
Captures screen activity and screenshots at intervals, allowing proctors to review unauthorized software use or suspicious behavior.
Webcam Monitoring
Takes camera shots at intervals to ensure continuous monitoring of identity and environment, preventing external help.
Tab Proctoring
Detects and flags when candidates switch between tabs or browsers to prevent searching for answers online.
Flag Suspicious Candidates
Automatically identifies candidates exhibiting unusual behavior like extended absences, dual monitors, or copy-paste attempts.
Copy-Paste Disabling
Disables copy-paste function during assessments to ensure originality and fairness in candidate responses.
Absentee Monitoring
Tracks assessment attempts and duration to help identify delays, missed attempts, and monitor participation.
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