Ultimate Azure Data Scientist Associate (DP-100) Certification Guide

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

      Index