Analytics Vidhya

NOVEMBER 7, 2023

Amazon Web Services (AWS) provides an ideal platform for such deployments, and when combined […] The post What Are the Best Practices for Deploying PySpark on AWS? Introduction In big data and advanced analytics, PySpark has emerged as a powerful tool for processing large datasets and analyzing distributed data.

Big Data 244

Big Data Analytics 244

Analytics Vidhya

DECEMBER 7, 2023

On Wednesday, Haptik, Indian artificial intelligence startup, part of Reliance Jio Infocomm, introduced a specialized generative AI platform aimed at enabling business clients to build virtual assistants and backend information support.

Technology 261

Technology Analytics IT Modeling 261

Analytics Vidhya

FEBRUARY 1, 2024

Introduction In a groundbreaking move, Alibaba Cloud has introduced a serverless version of its Platform for AI-Elastic Algorithm Service (PAI-EAS) at the AI & Big Data Summit in Singapore.

Big Data 254

Big Data Enterprise Modeling Analytics 254

Analytics Vidhya

APRIL 23, 2023

There are many cloud platforms that developers can work with to host running […] The post Azure Container Instances for Single Container Deployments appeared first on Analytics Vidhya. Introduction Deploying Containers has been a widespread trend in many businesses in recent years.

Data Processing 258

Data Processing Analytics IT 258

Analytics Vidhya

DECEMBER 14, 2023

Google has introduced a game-changer for developers with the launch of AI Studio, a web-based platform aimed at providing seamless access to its Gemini AI models.

Modeling 263

Modeling Software Analytics IT 263

Analytics Vidhya

JANUARY 31, 2023

Introduction Kubeflow is an open-source platform that makes it easy to deploy and manage machine learning (ML) workflows on Kubernetes, a popular open-source system for automating containerized applications’ deployment, scaling, and management.

Management 296

Management Machine Learning Analytics IT 296

David Menninger's Analyst Perspectives

APRIL 9, 2024

There are arguments for and against using an assortment of tools versus a consolidated platform. On the other hand, a consolidated platform may not be integrated well enough itself and may not be open to use with other components. For example, purchasing, integrating and deploying a variety of tools can be complex.

Analytics 130

Analytics Software Enterprise Technology 130

Analytics Vidhya

FEBRUARY 4, 2023

Kubeflow is an open-source platform that makes it easy to turn your data into valuable insights. With Kubeflow, creating and deploying ML pipelines is no longer complex and time-consuming. Say goodbye to the hassle of managing ML workflows and hello to the simplicity of Kubeflow.

Machine Learning 265

Machine Learning Management Analytics IT 265

Analytics Vidhya

SEPTEMBER 16, 2022

AWS is a premier cloud computing platform around the globe, and most organization uses AWS for global networking and data […]. Introduction AWS is a cloud computing service that provides on-demand computing resources for storage, networking, Machine learning, etc on a pay-as-you-go pricing model.

Machine Learning 334

Machine Learning Modeling Data Science Publishing 334

KDnuggets

APRIL 25, 2024

List of top MLOPs platforms that will help you with integration, training, tracking, deployment, monitoring, CI/CD, and optimizing the infrastructure.

Optimization 91

Optimization 91

Dataiku

AUGUST 23, 2022

Organizations are always seeking ways to more quickly enable their data science and analytics teams with cloud platforms and services. Dataiku and Google Cloud Platform (GCP) have partnered to deliver the Dataiku cloud stack accelerator for GCP.

Data Science 59

Data Science Analytics 59

Analytics Vidhya

AUGUST 19, 2023

Introduction The infamous case of Microsoft’s AI chatbot Tay is a stark reminder of the potential pitfalls in AI deployment. In just a day, the chatbot transformed into a platform […] The post What is Responsible AI and Why Do We Need It?

IT 228

IT Analytics 228

Analytics Vidhya

MAY 22, 2023

This secure and enterprise-grade generative AI platform aims to empower organizations to securely and efficiently deploy and utilize state-of-the-art large language models (LLMs) at scale. ClearML, an open-source AI solutions firm, has announced the launch of ClearGPT. What is ClearGPT?

Enterprise 255

Enterprise Modeling Analytics Data Governance 255

CIO Business Intelligence

APRIL 26, 2024

That data is in the process of being unified on a multilayered platform that offers a variety of data services, including data ingestion, data management, data governance, and data security. The multilayered data platform will enable TransUnion’s customers to perform deep analytics and build complex AI models.

Modeling 74

Modeling IT Machine Learning Data Governance 74

Analytics Vidhya

SEPTEMBER 28, 2020

Overview Amazon Web Services (AWS) is the leading cloud platform for deploying machine learning solutions Every data science professional should learn how AWS works. The post What is AWS? Why Every Data Science Professional Should Learn Amazon Web Services appeared first on Analytics Vidhya.

Data Science 400

Data Science Machine Learning Analytics 400

O'Reilly on Data

AUGUST 18, 2020

We see trends shifting towards focused best-of-breed platforms. That is, products that are laser-focused on one aspect of the data science and machine learning workflows, in contrast to all-in-one platforms that attempt to solve the entire space of data workflows. Lessons Learned from Data Warehouse and Data Engineering Platforms.

Data Science 355

Data Science Machine Learning Data Warehouse Deep Learning 355

CIO Business Intelligence

MARCH 18, 2024

of Nvidia’s enterprise-spanning AI software platform will feature a smorgasbord of microservices designed to speed app development and provide quick ways to ramp up deployments, the company announced today at its GPU Technology Conference. Version 5.0 Nvidia’s AI Enterprise 5.0

Enterprise 86

Enterprise Data Processing Optimization Modeling 86

CIO Business Intelligence

JANUARY 4, 2024

With its deep AI and HPC [High Performance Computing] domain knowledge and enterprise-grade GenAI deployments, Articul8 is well positioned to deliver tangible business outcomes for Intel and our broader ecosystem of customers and partners,” Intel CEO Pat Gelsinger said in a news release.

Enterprise 111

Enterprise Consulting Machine Learning Software 111

Analytics Vidhya

FEBRUARY 22, 2023

Introduction Suppose you are appearing in an interview for the manager or senior role.

Management 260

Management Optimization Analytics IT 260

CIO Business Intelligence

OCTOBER 5, 2023

Reimagine the development process with a platform engineering approach At its core, platform engineering is designed to eradicate these modernization side effects. Platform teams work to identify key development patterns across application teams and deliver those specific requirements with excellence on a consistent, systematic basis.

IT 113

IT Cost-Benefit Software Digital Transformation 113

CIO Business Intelligence

APRIL 18, 2024

When it comes to cloud native application platforms, we’re at an important evolutionary point: will the best practice for platforms be to build or to buy? Should you choose the components you need for a platform and integrate them together, or should you buy a pre-integrated platform? All apps need a platform to run.

Cost-Benefit 88

Cost-Benefit Software Recreation/Entertainment Insurance 88

IBM Big Data Hub

APRIL 3, 2024

Consolidating facility management functionalities into a unified platform streamlines deployment and management processes, reducing the complexities associated with enterprise systems. The deployment flexibility across the on-premises, cloud or hybrid-cloud environments of TRIRIGA caters to diverse organizational infrastructures.

Data Processing 69

Data Processing Cost-Benefit Optimization Management 69

Cloudera

FEBRUARY 1, 2024

Implementing the right platform is half the battle won — so congratulations on your choosing Cloudera’s industry-leading hybrid data platform for building your data solutions on a foundation of trusted data. Status indicators at the component level that illustrate the state of the platform: healthy, warning, and critical.

Optimization 82

Optimization Measurement Testing Publishing 82

CIO Business Intelligence

APRIL 16, 2024

With the emergence of GenAI capabilities, fast-tracking digital transformation deployments are likely to change manufacturing as we know it, creating an expanding chasm of leaders versus followers, the latter of which will risk obsolescence. challenges, enabling efficient, secure, and next-level AI-powered operations.

Manufacturing 138

Manufacturing Digital Transformation Risk Dashboards 138

KDnuggets

OCTOBER 1, 2023

Explore the essentials of Google Cloud Platform for data science and ML, from account setup to model deployment, with hands-on project examples.

Data Science 136

Data Science Modeling 136

IBM Big Data Hub

APRIL 22, 2024

Deployable architecture (DA) refers to a specific design pattern or approach that allows an application or system to be easily deployed and managed across various environments. This can involve using tools like continuous integration or continuous deployment (CI/CD) pipelines, configuration management tools and others.

Manufacturing 67

Manufacturing Data Processing Finance Software 67

CIO Business Intelligence

JULY 30, 2023

As companies continue to shift towards the cloud, platform engineering has emerged as a practice for organizations to efficiently and effectively deploy modern workloads, while maintaining a repeatable secure deployment pattern. Some metrics to consider include developer onboarding and deployment frequency.

Metrics 96

Metrics Measurement Software Testing 96

IBM Big Data Hub

MARCH 15, 2024

This collaboration enhanced their confidence to navigate app modernization across various applications and landing zones for both hybrid cloud and platform-native modernization. Application and platform design: Create technical blueprints to help guide the implementation of consistent experiences across multiple cloud platforms and services.

Consulting 97

Consulting Cost-Benefit Risk Measurement 97

CIO Business Intelligence

MARCH 5, 2024

Notably, it requires all intermediaries and platforms to ensure that their systems — whether using generative AI or not — do not permit bias or discrimination or threaten the integrity of the electoral process. Email queries sent to the IT ministry seeking more clarity on the government’s planned framework for LLM regulation went unanswered.

Testing 121

Testing Modeling Cost-Benefit Reporting 121

CIO Business Intelligence

APRIL 11, 2024

But with Amazon Web Services (31%), Microsoft Azure (24%), and Google Cloud Platform (11%) accounting for two thirds of the worldwide market, according to Synergy Research Group, Oracle Cloud Infrastructure (OCI) remains distantly behind the behemoths, leaving many to question whether Oracle’s cloud gains are enough to make it a contender.

Enterprise 119

Enterprise IT Data Processing Strategy 119

CIO Business Intelligence

OCTOBER 20, 2023

After all, an effective multicloud framework offers greater platform and service flexibility by leveraging the strengths of multiple cloud environments to drive business agility and innovation. It can also improve business continuity and disaster recovery and help avoid vendor lock-in.

Software 122

Software Management Data Processing Technology 122

CIO Business Intelligence

MARCH 18, 2024

Here are six critical capabilities that IT leaders should look for when choosing an AI systems vendor for datacenter deployment. Asses modular designs, expansion options, and support for cloud-based or hybrid deployments. Compatibility with these frameworks can streamline development and deployment workflows.

Optimization 125

Optimization Software Enterprise Modeling 125

CIO Business Intelligence

DECEMBER 19, 2023

And Huawei Cloud Stack’s intelligent cloud management platform, ManageOne, centrally manages services, operations, and maintenance. For finance: Huawei Cloud Stack helped Bank Neo Commerce (BNC) in Indonesia deploy an on-premises cloud platform. The platform automates the deployment of diverse services and enables fast service rollout.

Marketing 98

Marketing B2B Finance Consulting 98

IBM Big Data Hub

APRIL 9, 2024

provides a variety of ways to deploy them to production and evaluate models within the deployment space. This allows the Masters to scale analytics and AI wherever their data resides, through open formats and integration with existing databases and tools. We also measure response time since this is a near real-time system.

Management 84

Management IT Machine Learning Metrics 84