Analytics Vidhya

DECEMBER 24, 2024

In the rapidly evolving landscape of software development, the intersection of artificial intelligence, data validation, and database management has opened up unprecedented possibilities.

Software 208

Software Modeling Technology Management 208

O'Reilly on Data

MARCH 25, 2025

Lets be real: building LLM applications today feels like purgatory. Weve seen this across dozens of companies, and the teams that break out of this trap all adopt some version of Evaluation-Driven Development (EDD), where testing, monitoring, and evaluation drive every decision from the start. What makes LLM applications so different?

Testing 177

Testing Data-driven Software Measurement 177

Analytics Vidhya

JUNE 16, 2024

Introduction Docker is a platform that enables developers to package applications and their dependencies into lightweight, portable containers. They have revolutionized the way software is developed, tested, and deployed across various industries.

Testing 311

Testing Software Analytics 311

O'Reilly on Data

JANUARY 21, 2025

When your application comprises many steps, each of which uses the output from one LLM call as input for another, you are left sifting through chains of LLM reasoning, trying to understand why the model made certain decisions. Development velocity grinds to a halt. Security : Sensitive operations are tightly controlled.

Cost-Benefit 302

Cost-Benefit Testing Interactive Software 302

CIO Business Intelligence

JANUARY 15, 2025

In a global economy where innovators increasingly win big, too many enterprises are stymied by legacy application systems. Modernising with GenAI Modernising the application stack is therefore critical and, increasingly, businesses see GenAI as the key to success. The solutionGenAIis also the beneficiary.

Cost-Benefit 124

Cost-Benefit Data-driven Enterprise Risk 124

Analytics Vidhya

MARCH 11, 2024

Infibeam Avenues has recently introduced THEIA, a revolutionary video AI developer platform, poised to transform the landscape of artificial intelligence applications across various sectors.

Analytics 327

Analytics Optimization 327

Analytics Vidhya

NOVEMBER 13, 2024

The world today is powered by state-of-the-art generative AI models that offer new features and applications every day. In 2024, with AI Agents, AI adoption hit a new high, sparking a revolution in almost every industry.

Modeling 208

Modeling Analytics 208

Analytics Vidhya

AUGUST 18, 2022

Introduction More often than not, developers run into issues of an application running on one machine versus not running on another. Dockers help prevent this by ensuring the application runs on any machine if it works on yours. This article was published as a part of the Data Science Blogathon.

Data Science 400

Data Science Publishing Analytics Data Warehouse 400

CIO Business Intelligence

APRIL 24, 2025

However, these applications only show a small glimpse of what is possible with large language models (LLMs). The real strength of this technology is now unfolding in the second generation of AI-powered applications: agent-based systems that build on the solid foundation of LLMs and take their capabilities to a new level.

Enterprise 125

Enterprise Sales Cost-Benefit B2B 125

Analytics Vidhya

MARCH 2, 2023

Introduction Setting up an environment is the first step in Python development, and it’s crucial because package management can be challenging with Python. And also Python is a flexible language that can be applied in various domains, including scientific programming, DevOps, automation, and web development.

Management 399

Management Analytics IT Data Science 399

Analytics Vidhya

MAY 11, 2022

Introduction In this article, we will be working to develop an application from computer vision techniques that will reverse the video, and also, we will be able to save that reversed video in our local system. In this application, we will also have […]. This article was published as a part of the Data Science Blogathon.

Data Science 390

Data Science Publishing Analytics 390

O'Reilly on Data

NOVEMBER 12, 2024

But it’s also a lot of fun, and it points toward a new direction for AI development. That seems incredibly awkward, especially given that many applications have accessibility affordances that might make the screenshotting unnecessary. An automated framework for testing web applications, Selenium++?

Testing 269

Testing Software Management IT 269

Analytics Vidhya

JUNE 13, 2024

Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation and analysis. However, working with LLMs can be challenging, requiring developers to navigate complex prompting, data integration, and memory management tasks.

Data Integration 381

Data Integration Modeling Management Analytics 381

Analytics Vidhya

JUNE 19, 2023

Introduction OpenAI’s API, developed by OpenAI, provides access to some of the most advanced language models available today. By leveraging this API and using LangChain & LlamaIndex, developers can integrate the power of these models into their own applications, products, or services.

Modeling 390

Modeling Analytics 390

CIO Business Intelligence

JANUARY 7, 2025

Transformational CIOs continuously invest in their operating model by developing product management, design thinking, agile, DevOps, change management, and data-driven practices. CIOs must also drive knowledge management, training, and change management programs to help employees adapt to AI-enabled workflows.

Digital Transformation 143

Digital Transformation Experimentation Cost-Benefit Strategy 143

Analytics Vidhya

AUGUST 25, 2022

Introduction While deploying an application, developers often face challenges concerning purchasing, provisioning, and managing backend servers. AWS Lambda is a service that allows developers to run code without having to set up and manage such servers and hence is often classified under the […].

Data Science 380

Data Science Publishing Management Analytics 380

Analytics Vidhya

MARCH 31, 2023

Introduction Web frameworks/libraries in Python provide a good foundation for developers who want to develop website applications by combining different features provided by these libraries in Python. Due to its simplicity, many developers have used Python, even for website application development for the backend.

Machine Learning 335

Machine Learning Data Science Analytics IT 335

David Menninger's Analyst Perspectives

JANUARY 21, 2025

Although well-established as a developer data platform provider, MongoDB continues to add product experience functionality to compete with more established rivals. MongoDB has benefited from a focus on the needs of development teams to deliver innovation through the development of data-driven applications.

Data Lake 130

Data Lake IoT Cost-Benefit Enterprise 130

AWS Big Data

OCTOBER 17, 2024

To help you plan and migrate away from Kinesis Data Analytics for SQL, we will discontinue the offering gradually: On October 15, 2025, you won’t be able to create new Kinesis Data Analytics for SQL applications from this time, but will be able to run any existing applications as normal.

Data Analytics 136

Data Analytics Management Analytics Recreation/Entertainment 136

Analytics Vidhya

NOVEMBER 5, 2023

Introduction The introduction to tools like LangChain, and LangFlow, has made things easier when building applications with Large Language Models.

Modeling 319

Modeling Analytics Unstructured Data 319

Analytics Vidhya

JUNE 13, 2024

Introduction With the advancements in Artificial Intelligence, developing and deploying large language model (LLM) applications has become increasingly complex and demanding. LangSmith is a new cutting-edge DevOps platform designed to develop, collaborate, test, deploy, and monitor LLM applications.

Testing 306

Testing Modeling Analytics 306

David Menninger's Analyst Perspectives

MAY 20, 2025

Additionally, as I recently explained , the companys platform addresses a broad range of capabilities that includes data governance and security, data integration and application development, as well as the automation and incorporation of artificial intelligence (AI) and machine learning (ML) models into BI and analytics.

Metrics 130

Metrics Data Governance Unstructured Data Data-driven 130

CIO Business Intelligence

NOVEMBER 4, 2024

However, many face challenges finding the right IT environment and AI applications for their business due to a lack of established frameworks. Currently, enterprises primarily use AI for generative video, text, and image applications, as well as enhancing virtual assistance and customer support.

Marketing 128

Marketing Data Quality Data Governance Digital Transformation 128

Analytics Vidhya

APRIL 4, 2022

Introduction Nowadays, Machine learning is being used in various areas in the health business, including the development of improved medical processes, the management of patient records and data, and the treatment of chronic diseases. Healthcare firms may use machine learning to meet rising demand, […].

Machine Learning 392

Machine Learning Data Science Publishing Management 392

Analytics Vidhya

MAY 11, 2023

Introduction With the rapid growth in Machine Learning and Deep Learning website applications, developers are on the constant look for new Web Frameworks that make building these website applications much easier. The popularity of Data science applications has gone up, thus a rise in new Frameworks.

Deep Learning 319

Deep Learning Machine Learning Data Science Analytics 319

Analytics Vidhya

NOVEMBER 1, 2022

The Cardano blockchain has been under continuous development, with new decentralized applications (dapps) being built on the blockchain. Introduction The Cardano blockchain is one of the crypto ecosystem’s most popular and in-demand projects. The Cardano blockchain is not EVM-compatible. Hence, users cannot access the […].

Data Science 386

Data Science Publishing Analytics 386

Analytics Vidhya

JUNE 12, 2024

Introduction Hugging Face (HF) is a pioneering AI platform enabling ML community collaboration on models, datasets, and applications. This article will delve into Hugging Face’s capabilities for building NLP applications, covering key services such as models, datasets, and open-source libraries.

Modeling 306

Modeling Analytics 306

Analytics Vidhya

MAY 30, 2024

Introduction With the intro of Large Language Models, the usage of these LLMs in different applications has greatly increased. In most of the recent applications developed across many problem statements, LLMs are part of it. appeared first on Analytics Vidhya.

Modeling 302

Modeling Analytics IT 302

O'Reilly on Data

NOVEMBER 28, 2023

But 18% already have applications in production. Even with cloud-based foundation models like GPT-4, which eliminate the need to develop your own model or provide your own infrastructure, fine-tuning a model for any particular use case is still a major undertaking. But they may back off on AI development.

Enterprise 343

Enterprise Testing Modeling Reporting 343

Analytics Vidhya

APRIL 25, 2024

Introduction In the fast-paced software development industry, mastering robust application management and smooth deployment is crucial. Docker, a game-changing technology, has revolutionized software distribution, running, and bundles by separating applications from infrastructure, enabling quick software delivery.

Software 306

Software Optimization Technology Management 306