MLOps

Microsoft Fabric

Microsoft Fabric is a unified analytics platform for data engineering and business intelligence.

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Microsoft Fabric screenshot

Overview

Microsoft Fabric is designed to bring together data engineers, data scientists, and business analysts. It combines various tools and services into one platform to help organizations better manage and analyze their data. By simplifying the data integration and analytics process, Fabric empowers teams to make informed decisions faster.

The platform offers seamless connectivity with different data sources and provides a robust environment for developing data models. Users can create reports, dashboards, and applications without needing extensive coding knowledge. This makes it easier for team members with different skill sets to collaborate and derive insights from the data.

Microsoft Fabric stands out in the crowded analytics market by offering a variety of features in one place. Whether it’s data warehousing or real-time analytics, Fabric caters to the needs of modern businesses looking to leverage big data for strategic advantage.

Pros

  • User-Friendly Interface
  • All-in-One Solution
  • Strong Community and Support
  • Flexible Licensing
  • Continuous Updates

Cons

  • Learning Curve
  • Costly for Small Businesses
  • Limited Integrations
  • Performance Issues
  • Dependence on Internet Connectivity

Key features

Integrated Experience

Microsoft Fabric provides a unified interface for managing data from various sources, making it easier to navigate and use.

Data Integration

It allows users to connect to multiple data sources, enabling seamless data flow and consolidation.

Real-Time Analytics

Users can analyze data in real time, providing instant insights for timely decision-making.

Collaboration Tools

The platform includes features that support teamwork, allowing users to share insights and reports easily.

Automated Data Preparation

Fabric reduces the manual work involved in cleaning and preparing data through automation, saving time.

Custom Dashboards

Users can create personalized dashboards to visualize key metrics and trends tailored to their needs.

Data Security

Robust security features ensure that sensitive information is protected and accessible only to authorized users.

Scalability

Fabric can grow with your business needs, handling increasingly large datasets without compromising performance.

Feature Ratings

Based on real user reviews, here's how users rate different features of this product.

Deployment

Language Flexibility88%

Allows users to input models built in a variety of languages. This feature was mentioned in 13 Microsoft Fabric reviews.

Based on 13 reviews
Framework Flexibility86%

Allows users to choose the framework or workbench of their preference. 13 reviewers of Microsoft Fabric have provided feedback on this feature.

Based on 13 reviews
Versioning86%

As reported in 13 Microsoft Fabric reviews. Records versioning as models are iterated upon.

Based on 13 reviews
Ease of Deployment87%

As reported in 13 Microsoft Fabric reviews. Provides a way to quickly and efficiently deploy machine learning models.

Based on 13 reviews
Scalability90%

Offers a way to scale the use of machine learning models across an enterprise. 13 reviewers of Microsoft Fabric have provided feedback on this feature.

Based on 13 reviews
Language Flexibility88%

Allows users to input models built in a variety of languages. This feature was mentioned in 13 Microsoft Fabric reviews.

Based on 13 reviews
Framework Flexibility91%

Allows users to choose the framework or workbench of their preference. 13 reviewers of Microsoft Fabric have provided feedback on this feature.

Based on 13 reviews
Versioning90%

Records versioning as models are iterated upon. 13 reviewers of Microsoft Fabric have provided feedback on this feature.

Based on 13 reviews
Ease of Deployment90%

As reported in 13 Microsoft Fabric reviews. Provides a way to quickly and efficiently deploy machine learning models.

Based on 13 reviews
Scalability91%

Based on 13 Microsoft Fabric reviews. Offers a way to scale the use of machine learning models across an enterprise.

Based on 13 reviews

Management

Cataloging85%

As reported in 12 Microsoft Fabric reviews. Records and organizes all machine learning models that have been deployed across the business.

Based on 12 reviews
Monitoring86%

Based on 13 Microsoft Fabric reviews. Tracks the performance and accuracy of machine learning models.

Based on 13 reviews
Governing88%

Provisions users based on authorization to both deploy and iterate upon machine learning models. This feature was mentioned in 12 Microsoft Fabric reviews.

Based on 12 reviews
Model Registry88%

Allows users to manage model artifacts and tracks which models are deployed in production. This feature was mentioned in 12 Microsoft Fabric reviews.

Based on 12 reviews
Cataloging85%

As reported in 13 Microsoft Fabric reviews. Records and organizes all machine learning models that have been deployed across the business.

Based on 13 reviews
Monitoring85%

As reported in 12 Microsoft Fabric reviews. Tracks the performance and accuracy of machine learning models.

Based on 12 reviews
Governing83%

Provisions users based on authorization to both deploy and iterate upon machine learning models. This feature was mentioned in 12 Microsoft Fabric reviews.

Based on 12 reviews

Operations

Metrics87%

Control model usage and performance in production 13 reviewers of Microsoft Fabric have provided feedback on this feature.

Based on 13 reviews
Infrastructure management87%

Deploy mission-critical ML applications where and when you need them 13 reviewers of Microsoft Fabric have provided feedback on this feature.

Based on 13 reviews
Collaboration88%

Based on 13 Microsoft Fabric reviews. Easily compare experiments—code, hyperparameters, metrics, predictions, dependencies, system metrics, and more—to understand differences in model performance.

Based on 13 reviews

Rating Distribution

5
13 (86.7%)
4
1 (6.7%)
3
1 (6.7%)
2
0 (0.0%)
1
0 (0.0%)

Company Information

LocationRedmond, Washington
Founded1975
Employees244.5k+
4.6
★★★★★
Based on 15 reviews
Anonymous ReviewerEnterprise(> 1000 emp.)
November 18, 2024
★★★★★

Microsoft Fabric: The Ultimate One-Stop Solution for Seamless Data Engineering

What do you like best about Microsoft Fabric?

Azure Fabric merges data engineering and analytics in one platform, such as Azure Synapse, Power BI, SQL Server. OneLake centralizes data management, real time analytics and AI powered insights where workflow and collaboration are improved and data proce...

Read full review on G2 →
Hosam K.BI DeveloperMid-Market(51-1000 emp.)
January 26, 2024
★★★★★

Centralized data analytics platform

What do you like best about Microsoft Fabric?

Microsoft Fabric is a centralized data platform that integrates various data analytics services and data science solutions. Fabric provides Azure Synapse Analytics solutions for data warehouse, lakehouse, ETL services, and Power BI within one platform. I...

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Meerali N.SMEEnterprise(> 1000 emp.)
January 24, 2024
★★★★★

Best Product for Business having long statistical data

What do you like best about Microsoft Fabric?

The best thing of Microsoft Fabric is that, we can add large sets of data into it and can get the report, summary of it very accurately and quickly! It is kind of Excel + Copilot, so you can ask it for type of report of your choice too!

Amazing product f...

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Anonymous ReviewerSmall-Business(50 or fewer emp.)
October 3, 2024
★★★★★

Perfect combination of experiences

What do you like best about Microsoft Fabric?

Ability to create and maintain a single pipeline and subscription, rather than having multiple processs crashing everyday due to poor management.

What do you dislike about Microsoft Fabric?

More detailed tutorials required to navigate through different ...

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Kishore K.Assistant ManagerMid-Market(51-1000 emp.)
January 23, 2024
★★★★★

Fluently Fabricated

What do you like best about Microsoft Fabric?

Basically Microsoft Fabric is based on Fluent UI and it provides consistent design language across microsoft ecosystem. I like the user interface like the navigation, interaction with different microsoft applications.

It is open source based hence the us...

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FAQ

Here are some frequently asked questions about Microsoft Fabric.

What is Microsoft Fabric?

Microsoft Fabric is a unified platform that allows users to manage and analyze their data easily.

Who can use Microsoft Fabric?

It is designed for data engineers, data scientists, and business analysts, catering to various skill levels.

Is Microsoft Fabric easy to learn?

While it has a user-friendly interface, some features may take time to fully master.

Can I integrate my existing tools with Microsoft Fabric?

Fabric supports many data sources, but there might be limitations on certain niche tools.

What kind of reports can I create?

Users can create dashboards, visual reports, and detailed analytics to visualize their data.

Is my data secure on Microsoft Fabric?

Yes, Microsoft Fabric has strong security measures to protect your data and restrict access.

Can I access Microsoft Fabric from anywhere?

Being cloud-based, you can access Microsoft Fabric from anywhere with an internet connection.

How often does Microsoft update Fabric?

Microsoft regularly releases updates to improve features and introduce new functionalities.