Curriculum

15 Chapters · 15 Lessons

  1. 1

    Book Preview

    1. Ultimate Azure Data Scientist Associate (DP-100) Certification Guide Free preview
  2. 2

    Introduction

    1. (Included in full purchase)

      Introduction

  3. 3

    Chapter 1 : Introduction to Data Science and Azure

    1. (Included in full purchase)

      Introduction to Data Science and Azure

  4. 4

    Chapter 2 : Setting Up Your Azure Environment

    1. (Included in full purchase)

      Setting Up Your Azure Environment

  5. 5

    Chapter 3 : Data Ingestion and Storage in Azure

    1. (Included in full purchase)

      Data Ingestion and Storage in Azure

  6. 6

    Chapter 4 : Data Transformation and Cleaning

    1. (Included in full purchase)

      Data Transformation and Cleaning

  7. 7

    Chapter 5 : Introduction to Machine Learning

    1. (Included in full purchase)

      Introduction to Machine Learning

  8. 8

    Chapter 6 : Azure Machine Learning Studio

    1. (Included in full purchase)

      Azure Machine Learning Studio

  9. 9

    Chapter 7 : Model Deployment and Monitoring

    1. (Included in full purchase)

      Model Deployment and Monitoring

  10. 10

    Chapter 8 : Embracing AI Revolution Azure

    1. (Included in full purchase)

      Embracing AI Revolution Azure

  11. 11

    Chapter 9 : Responsible AI and Ethics

    1. (Included in full purchase)

      Responsible AI and Ethics

  12. 12

    Chapter 10 : Big Data Analytics with Azure

    1. (Included in full purchase)

      Big Data Analytics with Azure

  13. 13

    Chapter 11 : Real-World Applications and Case Studies

    1. (Included in full purchase)

      The Journey Ahead

  14. 14

    Chapter 12 : Conclusion and Next Steps

    1. (Included in full purchase)

      Conclusion and Next Steps

  15. 15

    INDEX

    1. (Included in full purchase)

      INDEX

About the course

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.

About the Author

Rajib Kumar De is a seasoned Data Scientist with a Master's in Statistics and over a decade of industry experience. He excels in Analytics, Predictive Modeling, Machine Learning, Cloud Computing (Microsoft Azure), AI, Deep Learning, and NLP. With a strong research mindset, he tackles complex problems using supervised and unsupervised learning methods.