Analytics Vidhya

OCTOBER 27, 2024

In today’s age of rapid technological advancements, virtual try-on chatbot are revolutionizing how users experience shopping by allowing them to “try on” garments before making a purchase. This article will walk you through a virtual try-on prototype built using Flask, Twilio’s WhatsApp API, and Hugging Face’s Gradio API, which enables users to send photos via WhatsApp and […] The post Building a Virtual Try-On Chatbot on WhatsApp with Flask, Twilio, and Gradio API appeared first on Analyt

Technology 179

Technology Analytics 179

CIO Business Intelligence

OCTOBER 25, 2024

If there’s any doubt that mainframes will have a place in the AI future, many organizations running the hardware are already planning for it. While the 60-year-old mainframe platform wasn’t created to run AI workloads, 86% of business and IT leaders surveyed by Kyndryl say they are deploying, or plan to deploy, AI tools or applications on their mainframes.

Strategy 131

Strategy Data-driven Modeling Technology 131

O'Reilly on Data

OCTOBER 22, 2024

I’m worried about AI. I’m not worried about it taking my job. I believe AI is a genuine productivity tool. By which I mean it can make developers produce more. The question is whether those developers are producing something good or not. The difference between an experienced developer and a junior is that an experienced developer knows: There’s more than one good solution to every problem.

Software 220

Software Testing IT 220

CIO Business Intelligence

OCTOBER 23, 2024

CIOs are under increasing pressure to deliver meaningful returns from generative AI initiatives, yet spiraling costs and complex governance challenges are undermining their efforts, according to Gartner. Despite AI’s potential to transform businesses, many senior technology leaders find themselves wrestling with unpredictable expenses, uneven productivity gains, and growing risks as AI adoption scales, Gartner said.

Enterprise 139

Enterprise Cost-Benefit Broadcasting Risk 139

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Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

Business Intelligence

KDnuggets

OCTOBER 25, 2024

The richness of Python’s ecosystem has one downside: it makes it difficult to decide which libraries are the best for your needs. This article is an attempt to amend this by suggesting ten (and some more, as a bonus) libraries that are an absolute must in data science.

Data Science 122

Data Science IT 122

AWS Big Data

OCTOBER 24, 2024

This post is co-written with Matt Vogt from Immuta. Organizations are looking for products that let them spend less time managing data and more time on core business functions. Data security is one of the key functions in managing a data warehouse. With Immuta integration with Amazon Redshift , user and data security operations are managed using an intuitive user interface.

Data Warehouse 89

Data Warehouse Business Objectives Management Data-driven 89

Analytics Vidhya

OCTOBER 23, 2024

The recent release of the Flux model by Black Forest Labs trended due to its mindblowing image-generation ability. However, it was not portable and, as such, could not be run on an end-user or free-tier machine. This encouraged using it on platforms that provided API services where you do not have to load the model […] The post How I Run the Flux Model on 8GB GPU RAM?

Modeling 173

Modeling Analytics IT 173

CIO Business Intelligence

OCTOBER 23, 2024

Anthropic’s Claude 3.5 Sonnet large language model has gained a new ability: operating a computer. The new ability, which the company is calling “computer use,” is currently in beta test. It enables developers to instruct Claude 3.5 Sonnet, through the Anthropic API , to read and interpret what’s on the display, type text, move the cursor, click buttons, and switch between windows or applications — much as today’s robotic process automation (RPA) tools can be instructed — much more laboriously

Testing 140

Testing Software Risk Modeling 140

KDnuggets

OCTOBER 25, 2024

Using Python to build engaging and interactive applications where users can pass in an input, get and feedback and make use of multimedia elements such as images, videos, and audio.

Interactive 102

Interactive Data Science 102

AWS Big Data

OCTOBER 24, 2024

Amazon OpenSearch Service is a fully managed service for search and analytics. It allows organizations to secure data, perform searches, analyze logs, monitor applications in real time, and explore interactive log analytics. With its scalability, reliability, and ease of use, Amazon OpenSearch Service helps businesses optimize data-driven decisions and improve operational efficiency.

Visualization 83

Visualization Management Data Processing Testing 83

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📌Is your Data & AI transformation struggling to really impact the business? Discover the game-changing StratOps approach that: Bridges the Gap: Connect your Data & AI strategy to your operating model, to ensure alignment at every level. Prioritizes Outcomes: Focuses on concrete business outcomes from day one, rather than capabilities in isolation.

Data-driven

Dataiku

OCTOBER 28, 2024

In April 2024, Dataiku and Cognizant surveyed 200 senior analytics and IT leaders from large companies worldwide. The results highlighted a critical challenge: There is a significant gap between what CIOs aim to achieve with Generative AI (GenAI) at scale and what they are realistically able to execute.

Strategy 52

Strategy Analytics IT 52

Analytics Vidhya

OCTOBER 23, 2024

The LangGraph ReAct Function-Calling Pattern offers a powerful framework for integrating various tools like search engines, calculators, and APIs with an intelligent language model to create a more interactive and responsive system. This pattern is built upon the Reasoning + Acting (ReAct) approach, which allows a language model to not only reason through queries but […] The post Dynamic AI Workflows Through LangGraph ReAct Function Calling appeared first on Analytics Vidhya.

Interactive 180

Interactive Modeling Analytics 180

KDnuggets

OCTOBER 22, 2024

With the development of AI technologies and tools, the best one can do for their career is stay ahead of the game and continue to upskill.

Technology 102

Technology 102

AWS Big Data

OCTOBER 23, 2024

Amazon Redshift is a fast, scalable, secure, and fully managed cloud data warehouse that lets you analyze your data at scale. Amazon Redshift Serverless lets you access and analyze data without the usual configurations of a provisioned data warehouse. Resources are automatically provisioned and data warehouse capacity is intelligently scaled to deliver fast performance for even the most demanding and unpredictable workloads.

Data Warehouse 81

Data Warehouse Metrics Broadcasting Dashboards 81

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

Marketing

Data Virtualization

OCTOBER 24, 2024

Reading Time: 2 minutes Many organizations struggle to unlock the full potential of their modern data platforms, particularly when dealing with legacy systems, SaaS services, or multi-cloud environments. That’s where the Denodo Platform shines. It uses AI and GenAI to automate routine tasks for. The post Key Scenarios for Leveraging Agora, Denodo’s Cloud Service appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

Data Integration 52

Data Integration Management IT Data Strategy 52

Analytics Vidhya

OCTOBER 23, 2024

Chatbots have transformed how we interact with technology, offering automated, intelligent conversations. However, building scalable and flexible systems can be challenging. AutoGen simplifies this process with its Programming and Low-code frameworks. Last week we learned how to build agentic chatbots using AutoGen’s Programming framework. Today we are going to use AutoGen Studio, a low-code tool, […] The post Agentic Chatbots with AutoGen Studio appeared first on Analytics Vidhya.

Interactive 176

Interactive Technology Analytics IT 176

CIO Business Intelligence

OCTOBER 24, 2024

As organizations rush to spin up AI projects, many IT professionals aren’t sold on the value of these early efforts. A substantial 36% of IT professionals surveyed by Dice.com believe that the primary purpose of many AI projects they’ve worked on is to show investors, board members, or outside stakeholders that the company is doing something with AI.

IT 134

IT Experimentation Measurement Risk 134

KDnuggets

OCTOBER 24, 2024

To help you navigate this complex subject, we’ve compiled five free online courses that will give you a solid foundation in machine learning algorithms.

Machine Learning 90

Machine Learning 90

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

AWS Big Data

OCTOBER 25, 2024

Gaining granular visibility into application-level costs on Amazon EMR on Amazon Elastic Compute Cloud (Amazon EC2) clusters presents an opportunity for customers looking for ways to further optimize resource utilization and implement fair cost allocation and chargeback models. By breaking down the usage of individual applications running in your EMR cluster, you can unlock several benefits: Informed workload management – Application-level cost insights empower organizations to prioritize and sc

Metrics 75

Metrics Cost-Benefit Reporting Optimization 75

Smart Data Collective

OCTOBER 22, 2024

Smart crosswalks are one of the latest examples of the ways that AI is making us safer.

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82

Analytics Vidhya

OCTOBER 23, 2024

AI agents are highly intelligent software programs that can operate independently to help with various tasks. These agents aren’t just skilled at doing tasks independently; they’re also excellent at analyzing data, making predictions, and recommending the best actions to take. This can be a huge advantage in many industries, including sales and marketing.

Sales 175

Sales Software Marketing Analytics 175

CIO Business Intelligence

OCTOBER 24, 2024

Just a day after announcing his departure from Google to his LinkedIn followers, Amit Zavery said that he is joining ServiceNow as COO. ServiceNow said that Zavery will serve as “president, chief product officer (CPO), and chief operating officer (COO) to lead product and engineering, effective October 28, 2024.” “In his role as president, CPO, and COO, Zavery’s responsibilities include ServiceNow’s platform, products, engineering, cloud infrastructure, and user experience.

Enterprise 131

Enterprise Software Data Analytics Management 131

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

Data-driven

KDnuggets

OCTOBER 23, 2024

Learn how to build interactive dashboards where users can interact with data in greater detail, explore trends and patterns dynamically using D3.js.

Interactive 88

Interactive Dashboards 88

AWS Big Data

OCTOBER 23, 2024

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a fully managed service that builds upon Apache Airflow, offering its benefits while eliminating the need for you to set up, operate, and maintain the underlying infrastructure, reducing operational overhead while increasing security and resilience. Today, we are excited to announce an enhancement to the Amazon MWAA integration with the Airflow REST API.

Interactive 76

Interactive Testing Data-driven Data Lake 76

Smart Data Collective

OCTOBER 22, 2024

RAG is a great new breakthrough in AI that is changing the future of contextual data management.

Contextual Data 77

Contextual Data Management Modeling 77

Analytics Vidhya

OCTOBER 23, 2024

The YOLO (You Only Look Once) series has made real-time object identification possible. The most recent version, YOLOv11, improves performance and efficiency. This article provides in-depth discussions of YOLOv11’s main advancements, parallels to earlier YOLO models, and practical uses. By comprehending its developments, we may observe why YOLOv11 is expected to become a key tool […] The post YOLOv11: The Next Leap in Real-Time Object Detection appeared first on Analytics Vidhya.

Modeling 164

Modeling Analytics IT Machine Learning 164

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

Sales

CIO Business Intelligence

OCTOBER 24, 2024

Gartner is projecting worldwide IT spending to jump by 9.3% in 2025, one of the largest percentage increases in this century, and it’s only partially driven by AI. Gartner’s new 2025 IT spending projection , of $5.75 trillion, builds on its prediction of an 8.2% growth this year, with data center spending increasing by nearly 35% in 2024 in anticipation of generative AI infrastructure needs.

IT 128

IT Data-driven Recreation/Entertainment Experimentation 128

KDnuggets

OCTOBER 24, 2024

Unsloth is a user-friendly framework, offering fast inference and fine-tuning for large language models. It also supports saving models in multiple formats, including vLLM and GGUF.

Modeling 76

Modeling IT 76

AWS Big Data

OCTOBER 25, 2024

Amazon Redshift is a fast, scalable, and fully managed cloud data warehouse that allows you to process and run your complex SQL analytics workloads on structured and semi-structured data. It also helps you securely access your data in operational databases, data lakes, or third-party datasets with minimal movement or copying of data. Tens of thousands of customers use Amazon Redshift to process large amounts of data, modernize their data analytics workloads, and provide insights for their busine

Statistics 70

Statistics Data Warehouse Metadata Data Lake 70

Dataiku

OCTOBER 23, 2024

Actuaries sit at the crossroads of risk, data, and decision making. Every forecast, every model, and every recommendation they make relies on their ability to process and analyze vast, complex datasets. But traditional actuarial methods, while proven, can struggle to keep pace with the ever-increasing scale and sophistication of modern data sources.

Forecasting 52

Forecasting Risk Modeling 52

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Visualization