| view 👀:0 |
🙍 oneddl |
redaktor: book24h | Rating👍:
Ultimate Google Professional Machine Learning Engineer Exam Guide [#1031756]
Ultimate Google Professional Machine Learning Engineer Exam Guide: Master Vertex AI, MLOps, Generative AI, BigQuery ML, Dataflow, and Production Machine Learning to Pass the Certification Exam
by Orange Education Pvt. Ltd.
English | 2026 | ISBN: 8169646022 | 413 pages | True EPUB | 103.16 MB
Pass the Exam. Master the Platform. Lead the Future of AI on Google Cloud.
Key Features
● Get a free one-month digital subscription towww.avaskillshelf.com
● Comprehensive coverage of every Google Cloud Professional ML Engineer exam domain with practical depth and real-world context.
● End-to-end MLOps pipeline engineering using Vertex AI, BigQuery ML, and Dataflow for production-ready AI solutions.
● Rigorous mock exams and exam strategies designed to build confidence and ensure certification success.
Book Description
Certification Is the Beginning. Production-Ready AI Expertise Is the Real Goal.
The Google Cloud Professional Machine Learning Engineer certification is one of the most sought-after credentials in AI and data engineering. Ultimate Google Professional Machine Learning Engineer Exam Guide provides a structured, end-to-end preparation path from foundational GCP and ML concepts through advanced production architectures, using the Vertex AI platform as the central thread throughout.
You will explore the complete machine learning lifecycle covering data ingestion, distributed training, model deployment and monitoring using Vertex AI Pipelines, BigQuery ML, and Dataflow. The book addresses fine-tuning foundation models, implementing Retrieval Augmented Generation(RAG) for generative AI applications, and scaling custom training using GPUs as well as distributed strategies, grounding every concept in industry-aligned case studies and practical implementation scenarios.
The final section covers Responsible AI, including fairness, bias mitigation, model explainability, and security risks, with rigorous mock exams and proven exam strategies. Thus, by the end of the book, you will have the technical depth and practical confidence to pass the Professional ML Engineer certification and lead production AI initiatives on Google Cloud.
What you will learn
● Design and orchestrate end-to-end MLOps pipelines using Vertex AI for production AI delivery.
● Scale custom model training using distributed strategies, GPUs, and cloud-native infrastructure.
● Implement Responsible AI practices covering fairness, bias mitigation, and model explainability.
● Deploy machine learning models to online endpoints, batch pipelines, and edge devices.
● Solve real-world data engineering challenges using BigQuery ML, Dataflow, and Vertex AI Pipelines.
● Apply proven exam strategies to pass the Google Professional ML Engineer certification with confidence.
Table of Contents
1. Introduction to GCP and ML
2. Data Engineering and Preparation for Machine Learning
3. Prototyping, Experimentation, and Collaboration
4. Vertex AI Custom Model Training and Scaling
5. Leveraging Pre-Built Models, AutoML, and Low-Code AI Solutions
6. Specialized Machine Learning Techniques and Responsible AI
7. Model Deployment, Serving, and Scaling
8. MLOps: Automating and Orchestrating Machine Learning Pipelines
9. Model Monitoring, Maintenance, and Governance
10. Practice Questions and Mock Exams
11. Exam Strategies and Tips
Index
Buy Premium From My Links To Get Resumable Support,Max Speed & Support Me
Uploady
pl2tw.7z
ClicknUpload
pl2tw.7z
Rapidgator
pl2tw.7z.html
DDownload
pl2tw.7z
FileServe
pl2tw.7z.html
AlfaFile
pl2tw.7z
FreeDL
pl2tw.7z.html
Links are Interchangeable - Single Extraction
⚠️ Dead Link ?
You may submit a re-upload request using the search feature.
All requests are reviewed in accordance with our Content Policy.
Significant surge in the popularity of free ebook download platforms. These virtual repositories offer an unparalleled range, covering genres that span from classic literature to contemporary non-fiction, and everything in between. Enthusiasts of reading can easily indulge in their passion by accessing free books download online services, which provide instant access to a wealth of knowledge and stories without the physical constraints of space or the financial burden of purchasing hardcover editions.
Comments (0)
Users of Guests are not allowed to comment this publication.