Book

Azure Data Scientist Associate Certification Guide

The Azure Data Scientist Associate Certification Guide offers complete coverage of the DP-100 exam content to help you to pass it with confidence. This book goes beyond the requirements for the exam and provides additional knowledge to ensure success in your real-life data science projects too.

Offered byPackt Logo

Difficulty Level

Intermediate

Completion Time

14h56m

Language

English

About Book

Who Is This Book For?

This book is for developers who want to infuse their applications with AI capabilities and data scientists looking to scale their machine learning experiments in the Azure cloud. Basic knowledge of Python is needed to follow the code samples used in the book. Some experience in training machine learning models in Python using common frameworks like scikit-learn will help you understand the content more easily.

Book content

chapters 14h56m total length

An Overview of Modern Data Science

Deploying Azure Machine Learning Workspace Resources

Azure Machine Learning Studio Components

Configuring the Workspace

Letting the Machines Do the Model Training

Visual Model Training and Publishing

The AzureML Python SDK

Experimenting with Python Code

Optimizing the ML Model

Understanding Model Results

Working with Pipelines

Operationalizing Models with Code

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