Ultimate Azure Data Scientist Associate (DP-100) Certification Guide: Simplified Concepts and Effective ML Solutions to Crack the Azure Data Scientist DP-100 Exam (English Edition)

by: Rajib Kumar De (Author)

Publication Date: 2024/6/26

Language: English

Print Length: 339 pages

ISBN-10: 8197256225

ISBN-13: 9788197256226

Book Description

Empower Your Data Science Jouey: From Exploration to Certification in Azure Machine LeaingBook DescriptionUltimate Azure Data Scientist Associate (DP-100) Certification Guide is your essential resource for achieving the Microsoft Azure Data Scientist Associate certification. This guide covers all exam objectives, helping you design and prepare machine leaing solutions, explore data, train models, and manage deployment and retraining processes.The book starts with the basics and advances through hands-on exercises and real-world projects, to help you gain practical experience with Azure’s tools and services. The book features certification-oriented Q&A challenges that mirror the actual exam, with detailed explanations to help you thoroughly grasp each topic. Perfect for aspiring data scientists, IT professionals, and analysts, this comprehensive guide equips you with the expertise to excel in the DP-100 exam and advance your data science career.Table of Contents1. Introduction to Data Science and Azure2. Setting Up Your Azure Environment3. Data Ingestion and Storage in Azure4. Data Transformation and Cleaning5. Introduction to Machine Leaing6. Azure Machine Leaing Studio7. Model Deployment and Monitoring8. Embracing AI Revolution Azure9. Responsible AI and Ethics10. Big Data Analytics with Azure11. Real-World Applications and Case Studies12. Conclusion and Next Steps Index

About the Author

Empower Your Data Science Jouey: From Exploration to Certification in Azure Machine LeaingBook DescriptionUltimate Azure Data Scientist Associate (DP-100) Certification Guide is your essential resource for achieving the Microsoft Azure Data Scientist Associate certification. This guide covers all exam objectives, helping you design and prepare machine leaing solutions, explore data, train models, and manage deployment and retraining processes.The book starts with the basics and advances through hands-on exercises and real-world projects, to help you gain practical experience with Azure’s tools and services. The book features certification-oriented Q&A challenges that mirror the actual exam, with detailed explanations to help you thoroughly grasp each topic. Perfect for aspiring data scientists, IT professionals, and analysts, this comprehensive guide equips you with the expertise to excel in the DP-100 exam and advance your data science career.Table of Contents1. Introduction to Data Science and Azure2. Setting Up Your Azure Environment3. Data Ingestion and Storage in Azure4. Data Transformation and Cleaning5. Introduction to Machine Leaing6. Azure Machine Leaing Studio7. Model Deployment and Monitoring8. Embracing AI Revolution Azure9. Responsible AI and Ethics10. Big Data Analytics with Azure11. Real-World Applications and Case Studies12. Conclusion and Next Steps Index