Implement Data Science And Machine Learning For Ai In Microsoft Fabric
Type
Virtual
Classroom ILT
Skill Level
Available dates
Learning Path
Virtual
Duration
1 Day
TYPE
Virtual
Classroom ILT
LEARNING PATH
SKILL LEVEL
DURATION
AVAILABLE DATES
Choose date
R3 400,00
Price excluding VAT
Introduction
Transform and load data, define semantic model relationships and calculations, create interactive visuals, and distribute reports using Power BI.
Pre-requisites
Completion of the Get started with Microsoft data analytics learning path is recommended.
Course content
Module 1: Get started with data science in Microsoft Fabric |
In Microsoft Fabric, data scientists can manage data, notebooks, experiments, and models while easily accessing data from across the organization and collaborating with their fellow data professionals.
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Module 2: Explore data for data science with notebooks in Microsoft Fabric |
Microsoft Fabric notebooks serve as a comprehensive tool for data exploration, enabling users to uncover hidden patterns and relationships in their datasets.
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Module 3: Preprocess data with Data Wrangler in Microsoft Fabric |
Data Wrangler serves as a comprehensive tool for preprocessing data. It enables users to clean data, handle missing values, and transform features to build machine learning models.
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Module 4: Train and track machine learning models with MLflow in Microsoft Fabric |
In Microsoft Fabric, data scientists can train models in notebooks, track their work in experiments, and manage their models with MLflow. |
After completing this module, students will be able to: |
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Module 5: Generate batch predictions using a deployed model in Microsoft Fabric |
Save and use your machine learning models in Microsoft Fabric to generate batch predictions and enrich your data.
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Associated certifications and exam
There is no Associated certification & Exam for this course, however, there is a learning path for this course.
Microsoft Overview
Skilled Microsoft engineers add significant value to the marketplace by reducing the cost of technology solutions whilst improving efficiency and fuelling innovation. Through authorized Microsoft training, Torque IT empowers engineers, developers and end-users to realise their full potential by providing them with the necessary knowledge and skills to optimise the adoption and use of Microsoft solutions.
Torque IT considers authorised Microsoft training to be an integral part of any Microsoft implementation. Microsoft authorised training, and associated certification, ensures that you get the most from your technology investment and that you are able to operate above the technology curve. Microsoft career certifications are universally recognised as demonstrating a high level of expertise and credibility for individuals and the organisations that employ them.
Authorized Microsoft training and certification is the industry standard for any solution that includes designing, selling, implementing, upgrading, managing, and operating Microsoft solutions.
For 19 years, Torque IT has maintained the status of Gold Learning Partner for Microsoft in South Africa. This is the highest level of accreditation that Microsoft awards to Learning Partners that specialize in technical, product, sales, development, end-user and solutions training.
These achievements reflect our commitment to providing our customers with quality skills development, enablement, training, and certification solutions that demonstrate exceptional depth, breadth, and expertise across Windows Server, Windows Client, Microsoft Virtualization, Microsoft Azure, Office 365, Exchange Server, SharePoint Server, Skype for Business, System Centre Server, Visual Studio and Microsoft Office technologies.
Torque is recognized by Microsoft, and the industry, as having met rigorous standards for educational competency, service, customer satisfaction and investment in Microsoft technologies that will prepare the next generation of IT industry professionals.