Tue.Oct 08, 2024

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How to Measure the ROI of GenAI Investments?

Analytics Vidhya

Introduction Generative AI is experiencing an incredible boom, and it’s no longer just a tech-centric topic. It has caught the eye of top business leaders and is now a tool in the C-suite’s arsenal. As organizations deploy Generative AI in their workflows, it is crucial for them to evaluate if this technology is delivering the […] The post How to Measure the ROI of GenAI Investments?

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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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Essential Practices for Building Robust LLM Pipelines

Analytics Vidhya

Introduction Large Language Model Operations (LLMOps) is an extension of MLOps, tailored specifically to the unique challenges of managing large-scale language models like GPT, PaLM, and BERT. While MLOps focuses on the lifecycle of machine learning models in general, LLM Ops addresses the complexities introduced by models with billions of parameters, such as handling resource-intensive […] The post Essential Practices for Building Robust LLM Pipelines appeared first on Analytics Vidhya.

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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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15 Modern Use Cases for Enterprise Business Intelligence

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?

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Top 10 Reddit Threads on LLM Agents that you Must Follow

Analytics Vidhya

Introduction Looking to stay updated on the latest in LLM (Large Language Model) agents? Reddit is the perfect place for real-time discussions, expert insights, and practical advice. In this article, I have highlight the top Reddit threads you should follow. Whether you’re a beginner or an expert, these threads will help you learn and grow […] The post Top 10 Reddit Threads on LLM Agents that you Must Follow appeared first on Analytics Vidhya.

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Amazon is cutting out the middle manager. Here’s why you shouldn’t.

CIO Business Intelligence

Amazon made headlines a few weeks ago with its announced reorganization. According to CEO Andy Jassy, a massive reorganization is what’s needed to remove layers, flatten organizations, increase teammates’ ability to move fast, and create an employee utopia by getting rid of lots and lots of non-value-adding managers. I’m not optimistic. And I don’t think you should be either if you’re thinking of approaching your organizational issues the same way.

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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.

ROI 130
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Evaluating and Monitoring LLM & RAG Applications with Opik

Analytics Vidhya

Introduction AI development is making significant strides, particularly with the rise of Large Language Models (LLMs) and Retrieval-Augmented Generation (RAG) applications. As developers strive to create more robust and reliable AI systems, tools that facilitate evaluation and monitoring have become essential. One such tool is Opik, an open-source platform designed to streamline the evaluation, testing, […] The post Evaluating and Monitoring LLM & RAG Applications with Opik appeared f

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From risk to reward: Mastering the art of adopting emerging technologies

CIO Business Intelligence

One of the greatest things about working in technology is the surprise advancements that take the industry by storm. Things like: The personal computer The internet The cloud Blockchain The Internet of Things (IoT) Generative artificial intelligence (genAI) One of the worst things about working in technology is the surprise advancements that take the industry by storm.

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30 Python Code Snippets for your Everyday Use

Analytics Vidhya

Introduction Python is widely used by developers since it is an easy language to learn and implement. One its strong sides is that there are many samples of useful and concise code that may help to solve definite problems. Regardless of whether you are dealing with files, data, or web scraping these snippets will help […] The post 30 Python Code Snippets for your Everyday Use appeared first on Analytics Vidhya.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌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.

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SAP Build gains AI capabilities to help build autonomous agents

CIO Business Intelligence

SAP wants developers to view its Build platform as the one extension solution for all of SAP’s applications, according to Michael Aneling, chief product officer for SAP Business Technology Platform (BTP). At its TechEd event this week it is showing a new extensibility wizard, now available, that gives developers access to SAP Build directly from S/4HANA Cloud Public Edition, enabling them to extend custom fields, business logic, and processes either within the S/4HANA Cloud ABAP environment or i

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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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The genAI opportunity: From ‘data to insight’ to ‘context to action’

CIO Business Intelligence

By Bryan Kirschner, Vice President, Strategy at DataStax Data scientists have long struggled with silos and cycle time. That’s partly because of an underlying structural tension between the traditional data science mission of turning “data into insights” versus the on-the-ground game of turning “context into action.” The latter is something business teams and managers strive to do every day in real time.

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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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Marketing Operations in 2025: A New Framework for Success

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.

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Headhunted? That dream job could be a trap

CIO Business Intelligence

Cybercriminals are increasingly targeting private accounts on LinkedIn and WhatsApp because they are less secure than business accounts, according to Europe cybersecurity agency Enisa’s latest threat landscape report. Here, an increasingly common method sees cybercriminals pretending to be recruiters targeting people in higher positions with sugarcoated offers of enticing jobs.

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7 Cool Data Science Project Ideas for Beginners

KDnuggets

Are you a data science beginner looking to build your portfolio? Start working on these projects today.

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Día Rosa Tecnológico: el movimiento mundial de TI del CIO de Estée Lauder para financiar la investigación del cáncer de mama

CIO Business Intelligence

Cuando se unió a The Estée Lauder Companies en 2017, Michael Smith reconoció una forma en que podría ayudar a marcar la diferencia de una manera diferente a sus típicas tareas de CIO: crear conciencia sobre el cáncer de mama. Para ayudar a recaudar fondos para la investigación a través de la Breast Cancer Research Foundation (BCRF), Smith inició el Día Rosa Tecnológico en Estée Lauder , anunciando que donaría una cantidad fija a la BCRF por cada selfie que un miembro del equipo de TI publicara c

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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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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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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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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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Collibra Provides a Platform for Data Intelligence

David Menninger's Analyst Perspectives

As I recently noted , the term “data intelligence” has been used by multiple providers across analytics and data for several years and is becoming more widespread as software providers respond to the need to provide enterprises with a holistic view of data production and consumption. I assert that through 2027, three-quarters of enterprises will be engaged in data intelligence initiatives to increase trust in their data by leveraging metadata to understand how, when and where data is used in the

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Collaborative EPM: Work Together, Drive Collective Success

Jet Global

The evolving market landscape is driving an urgent need for a unified EPM solution, as finance teams face increasing pressures from several fronts. Rapid technological advancements, heightened competition, and the growing complexity of global markets have made financial agility and real-time decision-making critical to maintaining a competitive edge.

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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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How to Move Beyond Spreadsheets for Modern Oracle Finance Efficiency

Jet Global

Oracle-driven finance teams today face increasingly complex challenges. In recent years, the finance function has had to adapt to become more flexible as they navigate market upheaval, global inflation, and rapid changes to technology. This year, an Oracle survey of CFOs reveals CFO’s top challenges include navigating the need to cut costs, retaining talent within the finance function, and focusing on more accurate forecasting.

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