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)
Author: Rajib Kumar De (Author)
Publisher finelybook 出版社: Orange Education Pvt. Ltd
Publication Date 出版日期: 2024-06-26
Language 语言: English
Print Length 页数: 339 pages
ISBN-10: 8197256225
ISBN-13: 9788197256226
Book Description
Empower Your Data Science Journey: From Exploration to Certification in Azure Machine Learning
Book Description
Ultimate 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 learning 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 Contents
1. Introduction to Data Science and Azure
2. Setting Up Your Azure Environment
3. Data Ingestion and Storage in Azure
4. Data Transformation and Cleaning
5. Introduction to Machine Learning
6. Azure Machine Learning Studio
7. Model Deployment and Monitoring
8. Embracing AI Revolution Azure
9. Responsible AI and Ethics
10. Big Data Analytics with Azure
11. Real-World Applications and Case Studies
12. Conclusion and Next Steps
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