DP-604T00: Implement a Data Science and Machine Learning Solution for AI with Microsoft Fabric

Introduction As organizations increasingly adopt AI and data science, professionals need advanced skills to build and deploy intelligent solutions. The DP-604T00 certification helps data scientists and AI engineers harness Microsoft Fabric to create machine learning models and implement data-driven AI solutions efficiently. Why Choose DP-604T00? This certification is designed for professionals who want to: Master machine learning (ML) models and AI-driven analytics. Leverage Microsoft Fabric for scalable AI applications. Integrate cloud-based data science solutions with business intelligence. Key Learning Objectives 1. Understanding Microsoft Fabric for AI and ML Learn how Microsoft Fabric serves as an end-to-end platform for data science, AI, and analytics. Explore Fabric’s AI-driven data processing and machine learning capabilities. 2. Data Preparation and Processing Understand data wrangling techniques for machine learning models. Implement data pipelines using Azure Synapse and Power BI. Optimize structured and unstructured data for ML workflows. 3. Building Machine Learning Models Develop and train AI-powered machine learning models with Fabric. Implement predictive analytics to extract valuable insights. Use Azure Machine Learning and Synapse ML for AI-driven decision-making. 4. Deploying and Monitoring AI Solutions Deploy machine learning models in production environments. Optimize AI models for scalability, security, and performance. Monitor AI models with Fabric AI monitoring tools. Who Should Take This Course? Data Scientists → Want to develop and deploy AI-powered ML models. Machine Learning Engineers → Looking to integrate ML with Microsoft Fabric. Data Analysts & AI Enthusiasts → Need hands-on experience in cloud-based AI solutions. Career Benefits of DP-604T00 Certification

Mar 17, 2025 - 09:03

DP-604T00: Implement a Data Science and Machine Learning Solution for AI with Microsoft Fabric

Introduction

As organizations increasingly adopt AI and data science, professionals need advanced skills to build and deploy intelligent solutions. The DP-604T00 certification helps data scientists and AI engineers harness Microsoft Fabric to create machine learning models and implement data-driven AI solutions efficiently.

Why Choose DP-604T00?

This certification is designed for professionals who want to:

Master machine learning (ML) models and AI-driven analytics.
Leverage Microsoft Fabric for scalable AI applications.
Integrate cloud-based data science solutions with business intelligence.

Key Learning Objectives

1. Understanding Microsoft Fabric for AI and ML

Learn how Microsoft Fabric serves as an end-to-end platform for data science, AI, and analytics.
Explore Fabric’s AI-driven data processing and machine learning capabilities.

2. Data Preparation and Processing

Understand data wrangling techniques for machine learning models.
Implement data pipelines using Azure Synapse and Power BI.
Optimize structured and unstructured data for ML workflows.

3. Building Machine Learning Models

Develop and train AI-powered machine learning models with Fabric.
Implement predictive analytics to extract valuable insights.
Use Azure Machine Learning and Synapse ML for AI-driven decision-making.

4. Deploying and Monitoring AI Solutions

Deploy machine learning models in production environments.
Optimize AI models for scalability, security, and performance.
Monitor AI models with Fabric AI monitoring tools.

Who Should Take This Course?

Data Scientists → Want to develop and deploy AI-powered ML models.
Machine Learning Engineers → Looking to integrate ML with Microsoft Fabric.
Data Analysts & AI Enthusiasts → Need hands-on experience in cloud-based AI solutions.