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

What you’ll learn

After completing this course, students will be able to:

• Understand the data science process

• Train models with notebooks in Microsoft Fabric

• Track model training metrics with MLflow and experiments

• Load data and perform initial data exploration

• Gain knowledge about different types of data distributions

• Understand the concept of missing data, and strategies to handle missing data effectively

• Visualise data using various data visualisation techniques and libraries

• Learn Data Wrangler features, and its role in the data science workflow

• Perform different types of preprocessing operations in data science

• Learn how to handle missing values, and imputation strategie

• Use one-hot encoding and other techniques to convert categorical data into a format suitable for machine learning algorithms.

• Train machine learning models with open-source frameworks

• Train models with notebooks in Microsoft Fabric

• Track model training metrics with MLflow and experiments in Microsoft Fabric

• Save a model in the Microsoft Fabric workspace

• Prepare a dataset for batch predictions

• Apply the model to dataset to generate new predictions

• Save the predictions to a Delta table

Microsoft Azure at Lumify Work

Lumify Work is your best choice for training and certification in any of Microsoft’s leading technologies and services. We’ve been delivering effective training across all Microsoft products for over 30 years, and are proud to be Australia's and New Zealand’s first and largest Microsoft Gold Learning Solutions Partner. All Lumify Work Microsoft Azure courses follow Microsoft Official Curriculum (MOC) and are led by Microsoft Certified Trainers. Join more than 5,000 students who attend our quality Microsoft courses every year.

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Who is the course for?

• Data Scientists

• Data Analysts

• Data Engineer

Prerequisites

• You should be familiar with basic data concepts and terminology.

Terms & Conditions

The supply of this course by Lumify Work is governed by the booking terms and conditions. Please read the terms and conditions carefully before enrolling in this course, as enrolment in the course is conditional on acceptance of these terms and conditions.