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Average Ratings 0 Ratings

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ease
features
design
support

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Description

AIxBlock serves as a comprehensive blockchain-powered platform for artificial intelligence, leveraging the untapped computational power of Bitcoin miners and idle GPUs from consumers worldwide. Central to our platform is a hybrid distributed machine learning strategy that allows for concurrent training across numerous nodes. We utilize the advanced DeepSpeed-TED algorithm, which employs a unique three-dimensional hybrid parallel technique, merging data, tensor, and expert parallelism. This innovative approach enables the training of Mixture of Experts (MoE) models on foundational structures that are four to eight times larger than what current leading technologies can manage. Furthermore, our platform efficiently detects and incorporates new compatible computing resources from the global computing marketplace into your existing training nodes, ensuring that the ML model can be trained using virtually limitless computational power. This entire process occurs in a dynamic and automated manner, ultimately leading to the formation of decentralized supercomputers that drive AI advancements. In this way, AIxBlock not only enhances computational efficiency but also fosters a collaborative ecosystem for AI development.

Description

Create, execute, and oversee AI models while enhancing decision-making at scale across any cloud infrastructure. IBM Watson Studio enables you to implement AI seamlessly anywhere as part of the IBM Cloud Pak® for Data, which is the comprehensive data and AI platform from IBM. Collaborate across teams, streamline the management of the AI lifecycle, and hasten the realization of value with a versatile multicloud framework. You can automate the AI lifecycles using ModelOps pipelines and expedite data science development through AutoAI. Whether preparing or constructing models, you have the option to do so visually or programmatically. Deploying and operating models is made simple with one-click integration. Additionally, promote responsible AI governance by ensuring your models are fair and explainable to strengthen business strategies. Leverage open-source frameworks such as PyTorch, TensorFlow, and scikit-learn to enhance your projects. Consolidate development tools, including leading IDEs, Jupyter notebooks, JupyterLab, and command-line interfaces, along with programming languages like Python, R, and Scala. Through the automation of AI lifecycle management, IBM Watson Studio empowers you to build and scale AI solutions with an emphasis on trust and transparency, ultimately leading to improved organizational performance and innovation.

API Access

Has API

API Access

Has API

Screenshots View All

Screenshots View All

Integrations

Jupyter Notebook
Docker
IBM Aspera
IBM Cloud
IBM Cloud Pak for Watson AIOps
IBM Cloudant
IBM DRaaS
IBM DataStage
IBM Db2
IBM ECM
IBM Informix
IBM Watson
IBM Watson Discovery
IBM Watson Language Translator
IBM Watson Recruitment
IBM watsonx Assistant
Kubernetes
TensorFlow

Integrations

Jupyter Notebook
Docker
IBM Aspera
IBM Cloud
IBM Cloud Pak for Watson AIOps
IBM Cloudant
IBM DRaaS
IBM DataStage
IBM Db2
IBM ECM
IBM Informix
IBM Watson
IBM Watson Discovery
IBM Watson Language Translator
IBM Watson Recruitment
IBM watsonx Assistant
Kubernetes
TensorFlow

Pricing Details

$50 per month
Free Trial
Free Version

Pricing Details

No price information available.
Free Trial
Free Version

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Deployment

Web-Based
On-Premises
iPhone App
iPad App
Android App
Windows
Mac
Linux
Chromebook

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Customer Support

Business Hours
Live Rep (24/7)
Online Support

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Types of Training

Training Docs
Webinars
Live Training (Online)
In Person

Vendor Details

Company Name

AlxBlock

Country

United States

Website

aixblock.org

Vendor Details

Company Name

IBM

Founded

1911

Country

United States

Website

www.ibm.com/cloud/watson-studio

Product 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)

Machine Learning

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

Product Features

Data Mining

Data Extraction
Data Visualization
Fraud Detection
Linked Data Management
Machine Learning
Predictive Modeling
Semantic Search
Statistical Analysis
Text Mining

Data Preparation

Collaboration Tools
Data Access
Data Blending
Data Cleansing
Data Governance
Data Mashup
Data Modeling
Data Transformation
Machine Learning
Visual User Interface

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

Predictive Analytics

AI / Machine Learning
Benchmarking
Data Blending
Data Mining
Demand Forecasting
For Education
For Healthcare
Modeling & Simulation
Sentiment Analysis

Alternatives

Alternatives