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5 Types of AI Agents that you Must Know About

Analytics Vidhya

Introduction What if machines could make their own decisions, solve problems, and adapt to new situations just like we do? This would potentially lead to a world where artificial intelligence becomes not just a tool but a collaborator. That’s exactly what AI agents aim to achieve! These smart systems are designed to understand their surroundings, […] The post 5 Types of AI Agents that you Must Know About appeared first on Analytics Vidhya.

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Read White Paper: Data Quality The DataOps Way

DataKitchen

Read Our New White Paper: Data Quality The DataOps Way Data quality isn’t just a technical hurdle—it’s a strategic necessity in the data-driven world. Traditional methods fall short, but the DataOps approach to data quality offers a transformative path forward. It empowers individuals to act swiftly, enables continuous improvement, and fosters collaboration across organizational silos.

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Detecting and Preventing Bias: A Crucial Element of AI Governance

David Menninger's Analyst Perspectives

In today's rapidly evolving technological landscape, artificial intelligence (AI) governance has emerged as a critical ingredient for successful AI deployments. It helps build trust in the results of AI models, it helps ensure compliance with regulations and it is necessary to meet internal governance requirements. Effective AI governance must encompass various dimensions, including data privacy, model drift, hallucinations, toxicity and perhaps most importantly, bias.

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Many C-suite execs have lost confidence in IT, including CIOs

CIO Business Intelligence

Some bad news for CIOs: Many C-suite leaders, including IT leaders themselves, have less confidence in your department’s ability to get the job done than they did a decade ago. Less than half of C-level executives believe their IT organizations are effectively delivering basic services, compared to about two-thirds with confidence in 2013, according to a survey recently released by the IBM Institute for Business Value.

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The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

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.

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Celebrating Data & AI Innovation: Dataiku Frontrunner Awards 2024

Dataiku

As data, analytics, and AI continue to push the boundaries of what’s possible, 2024 has brought forward a new wave of groundbreaking use cases and innovative leaders. The Dataiku Frontrunner Awards honor these trailblazers — organizations and individuals who have harnessed Dataiku, the Universal AI Platform, to drive transformation across industries.

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Top 4 Agentic AI Design Patterns for Architecting AI Systems

Analytics Vidhya

Introduction Learning is a continuous journey, whether you’re human or an AI model. However, one question that often comes up is, can these AI models learn themselves just like humans do? As per the recent developments – They can. To understand this in a better way, let’s go back to our college days when C++, […] The post Top 4 Agentic AI Design Patterns for Architecting AI Systems appeared first on Analytics Vidhya.

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Podcast: The Data Strategy Show

DataKitchen

Christopher Bergh is the CEO and Head Chef at DataKitchen. Chris has more than 30 years of research, software engineering, data analytics, and executive management experience. At various points in his career, he has been a COO, CTO, VP, and Director of engineering. Enjoy the chat.

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SAP launches collaborative AI agents, adds Knowledge Graph

CIO Business Intelligence

SAP’s promised collaboration between its AI copilot, Joule, and other agents will become reality in the fourth quarter of 2024, the company announced at its 2024 TechEd conference Tuesday. The company first discussed the new functionality at its Sapphire conference in June, announcing that Joule would offer an integration with Microsoft Copilot enabling users to, for example, query their Outlook calendar from Joule.

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Claude AI: Unboxing Anthropic’s LLM-based AI Assistant, Artifacts & Use Cases

KDnuggets

Dive into this emerging and powerful LLM-based AI tool for enhancing your business, creative, or daily processes through well-managed conversations.

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Python Square Root

Analytics Vidhya

Introduction Computing square root is a critical concept in mathematics and within this programming language one is able to embark on this basic computation in a very simple and efficient manner. Whether you’re involved in an experiment, simulations, data analysis or using machine learning, calculating square roots in Python is crucial. In this guide, you […] The post Python Square Root appeared first on Analytics Vidhya.

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Launching LLM-Based Products: From Concept to Cash in 90 Days

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.

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Ada Lovelace Day: Celebrating the Visionary Who Saw Beyond Numbers

Dataiku

October 8, known as Ada Lovelace Day , celebrates the woman widely regarded as one of the first computer programmers and a visionary in computing. At just eighteen, in the mid-1800s, Ada wrote what many consider the world’s first computer algorithm, and she was the first to recognize that computers had applications beyond mere calculation. Today, we use this day not only to honor Lovelace's groundbreaking contributions but also to celebrate the achievements of women in STEM throughout history an

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Cloudera Lakehouse Optimizer Makes it Easier Than Ever to Deliver High-Performance Iceberg Tables

Cloudera

The open data lakehouse is quickly becoming the standard architecture for unified multifunction analytics on large volumes of data. It combines the flexibility and scalability of data lake storage with the data analytics, data governance, and data management functionality of the data warehouse. Open table formats are a key component of this architecture, as they provide many of the capabilities of traditional data warehousing directly on data lake storage, and Apache Iceberg is quickly becoming

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When is the right time to dump an AI project?

CIO Business Intelligence

Many organizations running AI pilots will inevitably encounter a key IT dilemma: when to pull the plug and move on. If they dump a pilot that’s not meeting expectations too soon, they may miss out on huge benefits down the line, but if they hang on too long, they can waste huge amounts of time, money, and resources. On the one side, Forrester recently warned organizations not to look for AI ROI too soon, because they could miss out on AI’s benefits.

ROI 109
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How to Create YouTube Video Study Guides with NotebookLM

KDnuggets

NotebookLM makes it easy to create study guides from YouTube videos by using AI to summarize and organize key points. Just upload the video link, and the tool helps you turn the content into a structured guide.

IT 97
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Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.

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Step-by-Step Guide to Integrate LLM Agents in an Organization

Analytics Vidhya

Introduction The rise of large language models (LLMs), such as OpenAI’s GPT and Anthropic’s Claude, has led to the widespread adoption of generative AI (GenAI) products in enterprises. Organizations across sectors are now leveraging GenAI to streamline processes and increase the efficiency of their workforce. Integrating LLM agents into an organization requires thoughtful planning and […] The post Step-by-Step Guide to Integrate LLM Agents in an Organization appeared first on Analyti

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Best Practices for Integrating Data Grids into Data-Intensive Apps

Smart Data Collective

You need to take the right steps to create a data-intensive app that helps clients take advantage of big data.

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Perform data parity at scale for data modernization programs using AWS Glue Data Quality

AWS Big Data

Today, customers are embarking on data modernization programs by migrating on-premises data warehouses and data lakes to the AWS Cloud to take advantage of the scale and advanced analytical capabilities of the cloud. Customers are migrating their on-premises data warehouse solutions built on databases like Netezza, PostgreSQL, Greenplum, and Teradata to AWS based modern data platforms using services like Amazon Simple Storage Service (Amazon S3) and Amazon Redshift.

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How NTT DATA CIO Barry Shurkey takes a people-first approach to IT success

CIO Business Intelligence

As CIO at NTT DATA North America, Barry Shurkey is responsible for digital transformation and optimizing the IT roadmap to support the company and its clients. The award-winning tech exec also led the acquisition of Dell Services into NTT DATA, worked in Australia on the largest outsourcing deal of its time, and has held leadership roles with EDS, Travelport, and HP.

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How To Speak The Language Of Financial Success In Product Management

Speaker: Jamie Bernard

Success in product management goes beyond delivering great features - it’s about achieving measurable financial outcomes that resonate across the organization. By connecting your product’s journey with the company’s financial success, you’ll ensure that every feature, release, and innovation contributes to the bottom line, driving both customer satisfaction and business growth.

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Using Hugging Face Transformers with PyTorch and TensorFlow

KDnuggets

With Hugging Face become prominent than ever, learning how to use the Transformers library with popular deep-learning frameworks would improve your career.

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Top 6 LLMs that Support Function Calling

Analytics Vidhya

Introduction OpenAI’s latest models, like GPT-o1 and GPT-4o, excel in delivering accurate, context-aware responses across diverse fields. A key factor behind the advancements in these Large Language Models (LLMs) is their enhanced utility and the significant reduction in common issues like hallucinations. Techniques like retrieval-augmented generation (RAG) enhance accuracy and reduce hallucinations by allowing models […] The post Top 6 LLMs that Support Function Calling appeared fir

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Auto Insights: The Secret Weapon for Analytical Results

Smarten

Auto Insights: Clear and Concise Analytics Gartner predicts that ‘organizations that offer users access to a curated catalog of internal and external data will derive twice as much business value from analytics investments as those that do not.’ In order to make the most of the data that resides in all the corners of your enterprise, you must make sense of that data, and leverage it to create products and services, to compete in your market of choice and refine your workflow and tasks to improve

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Access private code repositories for installing Python dependencies on Amazon MWAA

AWS Big Data

Customers who use Amazon Managed Workflows for Apache Airflow (Amazon MWAA) often need Python dependencies that are hosted in private code repositories. Many customers opt for public network access mode for its ease of use and ability to make outbound Internet requests, all while maintaining secure access. However, private code repositories may not be accessible via the Internet.

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Enhance Customer Value: Unleash Your Data’s Potential

The complexity of financial data, the need for real-time insight, and the demand for user-friendly visualizations can seem daunting when it comes to analytics - but there is an easier way. With Logi Symphony, we aim to turn these challenges into opportunities. Our platform empowers you to seamlessly integrate advanced data analytics, generative AI, data visualization, and pixel-perfect reporting into your applications, transforming raw data into actionable insights.

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Tech Day of Pink: Estée Lauder CIO’s global IT movement to fund breast cancer research

CIO Business Intelligence

When he joined The Estée Lauder Companies in 2017, Michael Smith recognized a way he could help make a difference in a different way than his typical CIO duties: raise awareness about breast cancer. To help raise funding for research through the Breast Cancer Research Foundation (BCRF), Smith started Tech Day of Pink at Estée Lauder, announcing that he would donate a set amount to BCRF for every selfie an IT team member posted with the Tech Day of Pink hashtag.

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10 Critical AI Concepts Explained in 5 Minutes

KDnuggets

Acquire a transversal understanding of high-relevance AI jargon in the time it takes to drink a cup of coffee.

IT 113
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CV Data Extraction: Essential Tools and Methods for Recruitment

Analytics Vidhya

Introduction When attending a job interview or hiring for a large company, reviewing every CV in detail is often impractical due to the high volume of applicants. Instead, leveraging CV data extraction to focus on how well key job requirements align with a candidate’s CV can lead to a successful match for both the employer […] The post CV Data Extraction: Essential Tools and Methods for Recruitment appeared first on Analytics Vidhya.

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Deploy and Scale AI Applications With Cloudera AI Inference Service

Cloudera

We are thrilled to announce the general availability of the Cloudera AI Inference service, powered by NVIDIA NIM microservices , part of the NVIDIA AI Enterprise platform, to accelerate generative AI deployments for enterprises. This service supports a range of optimized AI models, enabling seamless and scalable AI inference. Background The generative AI landscape is evolving at a rapid pace, marked by explosive growth and widespread adoption across industries.

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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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Take manual snapshots and restore in a different domain spanning across various Regions and accounts in Amazon OpenSearch Service

AWS Big Data

Snapshots are crucial for data backup and disaster recovery in Amazon OpenSearch Service. These snapshots allow you to generate backups of your domain indexes and cluster state at specific moments and save them in a reliable storage location such as Amazon Simple Storage Service (Amazon S3). Snapshots play a critical role in providing the availability, integrity and ability to recover data in OpenSearch Service domains.

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“La tecnología ha pasado de ser un soporte a negocio a la base del propio negocio”

CIO Business Intelligence

Eraneos es el nombre propio detrás del grupo internacional de consultoría estratégica y gestión de la tecnología cuya misión pasa por dar forma a la transformación digital de sus clientes. Su cometido, como precisan desde la compañía, radica en ayudar a las organizaciones a que siempre vayan un paso por delante y a aprovechar las oportunidades que les ofrece la era digital.

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Step-by-Step Guide to Deploying ML Models with Docker

KDnuggets

Tired of fixing the same deployment issues? Learn how Docker can keep your ML models running smoothly, every time.

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What do Top Leaders have to Say About Agentic AI?

Analytics Vidhya

Introduction Agentic AI is an exciting concept! It’s all about creating AI that can work on its own, without us constantly telling it what to do. Think of it like having a super-smart assistant; it doesn’t just sit there waiting for orders, but predicts what you need and gets it done. This idea is getting […] The post What do Top Leaders have to Say About Agentic AI?

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr