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What is Google Cloud TPU?

Recent advancements in machine learning have ushered in remarkable developments in both commercial sectors and scientific inquiry, notably transforming fields such as cybersecurity and healthcare diagnostics. To enable a wider range of users to partake in these innovations, we created the Tensor Processing Unit (TPU). This specialized machine learning ASIC serves as the foundation for various Google services, including Translate, Photos, Search, Assistant, and Gmail. By utilizing the TPU in conjunction with machine learning, businesses can significantly boost their performance, especially during periods of growth. The Cloud TPU is specifically designed to run cutting-edge AI models and machine learning services effortlessly within the Google Cloud ecosystem. Featuring a customized high-speed network that provides over 100 petaflops of performance in a single pod, the computational power at your disposal can transform your organization or lead to revolutionary research breakthroughs. The process of training machine learning models is akin to compiling code: it demands regular updates, and maximizing efficiency is crucial. As new applications are created, launched, and refined, machine learning models must continually adapt through ongoing training to meet changing requirements and enhance functionalities. In the end, harnessing these next-generation tools can elevate your organization into a leading position in the realm of innovation, opening doors to new opportunities and advancements.

What is Dataiku?

Dataiku is an advanced enterprise AI platform that enables organizations to transition from disconnected AI initiatives to a unified, scalable, and governed AI ecosystem. It integrates people, data, and technology into a single collaborative environment where both business users and data experts can contribute to AI development. The platform supports the full lifecycle of AI projects, including data preparation, model building, deployment, and ongoing monitoring. Through powerful orchestration, Dataiku connects data pipelines, applications, and machine learning models to create seamless, automated workflows. Its governance framework ensures that all AI activities are transparent, compliant, and aligned with organizational standards, while also managing cost and risk effectively. Users can build and deploy AI agents grounded in real business data, enabling more accurate and impactful outcomes. The platform helps organizations replace manual processes and spreadsheets with intelligent, AI-driven analytics systems. It also facilitates the reuse and scaling of machine learning models across teams, breaking down silos and improving collaboration. Dataiku supports analytics modernization without disrupting existing systems, allowing companies to evolve at their own pace. With adoption across industries like healthcare, finance, and manufacturing, it has demonstrated measurable benefits such as time savings and revenue generation. Its flexible architecture allows enterprises to adapt quickly to changing business needs and emerging AI trends. Ultimately, Dataiku empowers organizations to operationalize AI at scale and drive sustained business value through intelligent decision-making.

Media

Media

Integrations Supported

Salesforce
AWS Marketplace
Amazon Web Services (AWS)
Azure AI Services
Azure Marketplace
Beamy
Cranium
DataOps.live
Gmail
Google Cloud AI Infrastructure
Google Cloud AutoML
Google Cloud Deep Learning VM Image
Google Kubernetes Engine (GKE)
Google Photos
Hugging Face
Okera
OpenAI
OpenText Analytics Database (Vertica)
TensorFlow
UiPath

Integrations Supported

Salesforce
AWS Marketplace
Amazon Web Services (AWS)
Azure AI Services
Azure Marketplace
Beamy
Cranium
DataOps.live
Gmail
Google Cloud AI Infrastructure
Google Cloud AutoML
Google Cloud Deep Learning VM Image
Google Kubernetes Engine (GKE)
Google Photos
Hugging Face
Okera
OpenAI
OpenText Analytics Database (Vertica)
TensorFlow
UiPath

API Availability

Has API

API Availability

Has API

Pricing Information

$0.97 per chip-hour
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

Google

Company Location

United States

Company Website

cloud.google.com/tpu/

Company Facts

Organization Name

Dataiku

Date Founded

2013

Company Location

France

Company Website

www.dataiku.com

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 Analysis

Data Discovery
Data Visualization
High Volume Processing
Predictive Analytics
Regression Analysis
Sentiment Analysis
Statistical Modeling
Text Analytics

Data Management

Customer Data
Data Analysis
Data Capture
Data Integration
Data Migration
Data Quality Control
Data Security
Information Governance
Master Data Management
Match & Merge

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

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