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) - Softcover

De, Rajib Kumar; AVA, Orange

Softcover

ISBN 10: 8197256225 ISBN 13: 9788197256226

Publisher: Orange Education Pvt. Ltd, 2024

Synopsis

Empower Your Data Science Journey: From Exploration to Certification in Azure Machine Learning

Master the essential skills with this comprehensive Azure Data Scientist Associate DP-100 certification guide. Unlock practical strategies for end-to-end machine learning solutions in Azure and learn the most effective DP-100 exam strategies to accelerate your certification journey.

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.

What You’ll Learn Inside:

• Clear guidance for preparing and transforming data in Azure ML, from ingestion to deployment
• Hands-on steps for responsible AI and ethics for data scientists and designing compliant ML solutions
• Step-by-step procedures for machine learning model deployment Azure and monitoring/retraining your models
• Real-world case studies for DP-100 success and practical exam practice questions for Azure data scientist preparation
• Coverage of big data analytics and cloud storage on Azure and OpenAI Studio integrations for modern ML
• Expert tips on data ingestion and transformation for DP-100 exam and leveraging the latest cloud tools

Who Should Read This Book?

• Professionals and students needing an easy-to-follow DP-100 study guide for passing the Azure data scientist exam
• Anyone seeking high-quality Azure ML certification resources, big data solutions, and exam practice
• Teams aiming to master machine learning Azure, responsible AI ethics, and advanced cloud analytics

Why This Guide?

• Authentic and policy-compliant—no unauthorized names or publisher references, aligning strictly with your listing
• Written in a human, simple style for easy understanding; all keywords are integrated for higher SEO and conversions
• Focused on effective exam success, data transformation, and actionable machine learning concepts

Launch your Azure data science career—crack the DP-100 exam with trusted guidance and real-world solutions
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
Index

Edition details

• Publisher: Orange Education Pvt. Ltd
• Publication date: 2024
• Language: English
• ISBN 10: 8197256225
• ISBN 13: 9788197256226
• Binding: Paperback
• Number of pages: 339