Explore the data science process and learn how to train machine learning models to accomplish artificial intelligence in Microsoft Fabric.
Prerequisites
You should be familiar with basic data concepts and terminology.
Explore the data science process and learn how to train machine learning models to accomplish artificial intelligence in Microsoft Fabric.
You should be familiar with basic data concepts and terminology.
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.
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.
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.
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.
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.
Experience Implementing a Data Science and Machine Learning Solution for AI with Microsoft Fabric - Applied Skills Workshop in South Africa through Bilginç IT Academy's live and interactive virtual classroom environment. Join a Public course as an individual delegate or arrange a dedicated Private / In-house online training program exclusively for your organization.
Experience Implementing a Data Science and Machine Learning Solution for AI with Microsoft Fabric - Applied Skills Workshop through face-to-face Classroom Based training in South Africa. Training can be delivered as a Public course open to individual delegates or as a dedicated Private / In-house class for your organization.
Arrange Implementing a Data Science and Machine Learning Solution for AI with Microsoft Fabric - Applied Skills Workshop in South Africa as a dedicated Onsite training program for your organization. Bilginç IT Academy trainers can deliver the training at your office or another location of your choice, with the program planned around your team's requirements and business objectives.
Join our public courses in our South Africa facilities. Private class trainings will be organized at the location of your preference, according to your schedule.
South Africa is the most advanced technological market on the continent, with Cape Town and Johannesburg acting as world-class centers for fintech, telecommunications, and digital entrepreneurship. Cape Town’s vibrant tech scene, often called 'Silicon Cape,' attracts international venture capital and research talent, while Johannesburg remains the industrial and financial heart of technical innovation. The country's top universities, including the University of Cape Town and Wits, provide a strong academic foundation for research in Artificial Intelligence and Big Data. Our educational frameworks in South Africa focus on equipping the professional workforce with the high-level skills needed to manage complex enterprise infrastructures. We provide elite training in Cybersecurity, Enterprise Architecture, and Data Science to support South Africa's leading role in the global digital economy.
