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What is ML.NET?

ML.NET is a flexible and open-source machine learning framework that is free and designed to work across various platforms, allowing .NET developers to build customized machine learning models utilizing C# or F# while staying within the .NET ecosystem. This framework supports an extensive array of machine learning applications, including classification, regression, clustering, anomaly detection, and recommendation systems. Furthermore, ML.NET offers seamless integration with other established machine learning frameworks such as TensorFlow and ONNX, enhancing the ability to perform advanced tasks like image classification and object detection. To facilitate user engagement, it provides intuitive tools such as Model Builder and the ML.NET CLI, which utilize Automated Machine Learning (AutoML) to simplify the development, training, and deployment of robust models. These cutting-edge tools automatically assess numerous algorithms and parameters to discover the most effective model for particular requirements. Additionally, ML.NET enables developers to tap into machine learning capabilities without needing deep expertise in the area, making it an accessible choice for many. This broadens the reach of machine learning, allowing more developers to innovate and create solutions that leverage data-driven insights.

What is Intel Tiber AI Studio?

Intel® Tiber™ AI Studio is a comprehensive machine learning operating system that aims to simplify and integrate the development process for artificial intelligence. This powerful platform supports a wide variety of AI applications and includes a hybrid multi-cloud architecture that accelerates the creation of ML pipelines, as well as model training and deployment. Featuring built-in Kubernetes orchestration and a meta-scheduler, Tiber™ AI Studio offers exceptional adaptability for managing resources in both cloud and on-premises settings. Additionally, its scalable MLOps framework enables data scientists to experiment, collaborate, and automate their machine learning workflows effectively, all while ensuring optimal and economical resource usage. This cutting-edge methodology not only enhances productivity but also cultivates a synergistic environment for teams engaged in AI initiatives. With Tiber™ AI Studio, users can expect to leverage advanced tools that facilitate innovation and streamline their AI project development.

Media

Media

Integrations Supported

TensorFlow
.NET
Amazon S3
Amazon Web Services (AWS)
Apache Cassandra
Apache Kafka
Apache Spark
Bing
Caffe
Google Cloud AutoML
Google Cloud Platform
Intel Tiber AI Cloud
Keras
Microsoft Outlook
Microsoft Power BI
MySQL
Red Hat Cloud Suite
Red Hat OpenShift
Sisense
easybooking JULIA

Integrations Supported

TensorFlow
.NET
Amazon S3
Amazon Web Services (AWS)
Apache Cassandra
Apache Kafka
Apache Spark
Bing
Caffe
Google Cloud AutoML
Google Cloud Platform
Intel Tiber AI Cloud
Keras
Microsoft Outlook
Microsoft Power BI
MySQL
Red Hat Cloud Suite
Red Hat OpenShift
Sisense
easybooking JULIA

API Availability

Has API

API Availability

Has API

Pricing Information

Free
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Microsoft

Date Founded

1975

Company Location

United States

Company Website

dotnet.microsoft.com/en-us/apps/ai/ml-dotnet

Company Facts

Organization Name

Intel

Date Founded

1968

Company Location

United States

Company Website

cnvrg.io

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Categories and Features

Artificial Intelligence

Chatbot
For Healthcare
For Sales
For eCommerce
Image Recognition
Machine Learning
Multi-Language
Natural Language Processing
Predictive Analytics
Process/Workflow Automation
Rules-Based Automation
Virtual Personal Assistant (VPA)

Data Science

Access Control
Advanced Modeling
Audit Logs
Data Discovery
Data Ingestion
Data Preparation
Data Visualization
Model Deployment
Reports

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

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