Explore the data science process and learn how to train machine learning models to accomplish artificial intelligence in Microsoft Fabric.

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Prerequisites

You should be familiar with basic data concepts and terminology.

Training Outline

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.

Introduction
Understand the data science process
Explore and process data with Microsoft Fabric
Train and score models with Microsoft Fabric
Exercise - Explore data science in Microsoft Fabric
Knowledge check
Summary

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.

Introduction
Explore notebooks
Load data for exploration
Understand data distribution
Check for missing data in notebooks
Apply advanced data exploration techniques
Visualize charts in notebooks
Exercise: Use notebook for data exploration in Microsoft Fabric
Knowledge check
Summary

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.

Introduction
Understand Data Wrangler
Perform data exploration
Handle missing data
Transform data with operators
Exercise: Preprocess data with Data Wrangler in Microsoft Fabric
Knowledge check
Summary

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.

Introduction
Understand how to train machine learning models
Train and track models with MLflow and experiments
Manage models in Microsoft Fabric
Exercise - Train and track a model in Microsoft Fabric
Knowledge check
Summary

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.

Introduction
Customize the model's behavior for batch scoring
Prepare data before generating predictions
Generate and save predictions to a Delta table
Exercise - Generate and save batch predictions
Knowledge check
Summary

Why Choose Us

Experience Implementing a Data Science and Machine Learning Solution for AI with Microsoft Fabric - Applied Skills Workshop in Germany through Bilginç IT Academy's live and interactive virtual classroom environment, accessible from your home, office, or any location. Connect with expert trainers in real time and bring the energy of classroom learning into the digital experience.

Live Instructor-Led Sessions: Join scheduled training sessions with your instructor and fellow delegates in real time.
Interactive Learning Experience: Take part in discussions, practical exercises, group activities, and Q&A sessions throughout the course.
Expert Trainer Network: Learn from experienced trainers with strong industry backgrounds and practical field expertise.
Over 30 Years of Training Expertise: Benefit from Bilginç IT Academy's long-standing experience in delivering professional training since 1995.
Flexible and Scalable Delivery: Access live virtual classrooms from Germany and worldwide, with flexible planning options for individual and corporate training needs.

Experience Implementing a Data Science and Machine Learning Solution for AI with Microsoft Fabric - Applied Skills Workshop in a focused classroom environment in Germany. Bilginç IT Academy's carefully selected training venues provide a professional setting where delegates can interact directly with expert trainers and peers.

Experienced Trainers: Learn from specialists with extensive field experience and real-world knowledge.
Professional Training Venues: Attend courses in comfortable, well-equipped classrooms designed to support effective learning.
Focused Classroom Experience: Benefit from limited class sizes that encourage discussion, interaction, and personalized support.
Quality-Driven Learning: Develop practical skills through structured, up-to-date, and professionally designed training content.

Meet your team's training needs with Bilginç IT Academy's onsite Implementing a Data Science and Machine Learning Solution for AI with Microsoft Fabric - Applied Skills Workshop in Germany solution, delivered at your office or preferred location. Align your team's development with your business goals through a training experience tailored to your organization.

Tailored Course Content: Adapt the training program to your organization's projects, team structure, and specific business requirements.
Time and Cost Efficiency: Reduce travel, accommodation, and operational costs while maximizing the value of your training investment.
Team-Focused Learning: Help your employees develop around the same knowledge base and strengthen collaboration across your organization.
Simplified Planning and Tracking: Manage the training process, participant development, and organizational requirements with greater control.

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I have attended a training from Bilginc IT Academy before and I was satisfied.

I have attended a training from a different provider and it was not helpful.

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Implementing a Data Science and Machine Learning Solution for AI with Microsoft Fabric - Applied Skills Workshop Training in Germany

Prerequisites

Training Outline

Why Choose Us

Implementing a Data Science and Machine Learning Solution for AI with Microsoft Fabric - Applied Skills Workshop Training Course in Germany Schedule

Implementing a Data Science and Machine Learning Solution for AI with Microsoft Fabric - Applied Skills Workshop Training in Germany

Prerequisites

Training Outline

Why Choose Us

Online Instructor-Led Training (VILT)

Classroom-Based Training

Onsite / In-House Training

Implementing a Data Science and Machine Learning Solution for AI with Microsoft Fabric - Applied Skills Workshop Training Course in Germany Schedule