Tue.Apr 30, 2024

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Exposed: How Secure Are Your Embedded Analytics Really?

Jet Global

The ever-growing threat landscape of hackers, cyberattacks, and data breaches makes data security a top priority, especially when integrating analytics capabilities directly into customer-facing applications. To make informed decisions, it’s crucial to understand how embedded analytics platforms function from a security standpoint. While these platforms secure dashboards and reports, a hidden vulnerability lies within the data connector.

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Med-Gemini : A New AI Model Reaching 91.1% Accuracy in Medical Diagnostics

Analytics Vidhya

Researchers from Google and DeepMind have introduced Med-Gemini, a new generation of AI models specifically tailored for medical applications. Building on the strengths of the 2023 Gemini models renowned for language processing, multimodal understanding, and long-context reasoning, Med-Gemini significantly enhances these capabilities for healthcare applications.

Modeling 322
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To understand the risks posed by AI, follow the money

O'Reilly on Data

By Rufus Rock , UCL ; Tim O’Reilly , UCL ; Ilan Strauss , UCL ; and Mariana Mazzucato , UCL This article is republished from The Conversation under a Creative Commons license. Time and again, leading scientists, technologists, and philosophers have made spectacularly terrible guesses about the direction of innovation. Even Einstein was not immune, claiming, “There is not the slightest indication that nuclear energy will ever be obtainable,” just ten years before Enrico Fermi completed cons

Risk 227
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Best Python Tricks in Jupyter Notebook

Analytics Vidhya

Introduction Python is a popular programming language for its simplicity and readability. When it is combined with Jupyter Notebook, it offers interactive experimentation, documentation of code and data. This article discusses Python tricks in Jupyter Notebook to enhance coding experience, productivity, and understanding. Keyboard shortcuts, magic commands, interactive widgets, and visualization tools can streamline workflow […] The post Best Python Tricks in Jupyter Notebook appeared firs

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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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AI is set to transform hiring requirements: Report

CIO Business Intelligence

The adoption of AI is creating a tectonic shift in the skills requirement and thereby the hiring needs for companies, according to a report by EY. According to a poll conducted by EY in March with over 250 industry leaders, half of the participants expect a trend of simultaneous layoffs and hiring as companies grapple with the evolving skillsets required in the AI era.

Reporting 119
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From GPT-4 to Llama 3 LMSYS Chatbot Arena Ranks Top LLMs

Analytics Vidhya

Introduction Every week, new and more advanced Large Language Models (LLMs) are released, each claiming to be better than the last. But how can we keep up with all these new developments? The answer is the LMSYS Chatbot Arena. The LMSYS Chatbot Arena is an innovative platform created by the Large Model Systems Organization, a […] The post From GPT-4 to Llama 3 LMSYS Chatbot Arena Ranks Top LLMs appeared first on Analytics Vidhya.

Modeling 315

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ChatGPT’s New ‘Memory’ Feature Enhances Personalized Interactions

Analytics Vidhya

OpenAI has added a new ‘Memory’ feature for ChatGPT Plus subscribers. It allows the AI-powered chatbot to remember and utilize personalized information shared during conversations. This enhancement aims to streamline personalized interactions and improve the overall experience of using ChatGPT. Also Read: Open AI’s ChatGPT Announced a New Feature: Image Editing Understanding ChatGPT’s Memory Feature […] The post ChatGPT’s New ‘Memory’ Feature Enhances Personalized Interac

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What IT leaders need to know about the EU AI Act

CIO Business Intelligence

The European Parliament voted in mid-March to approve the EU AI Act , the world’s first major piece of legislation that would regulate the use and deployment of artificial intelligence applications. The vote isn’t the final passage, but it indicates that many CIOs at organizations using AI tools will have new regulations to comply with, as the law will apply both to organizations developing AIs and those simply deploying them.

IT 114
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Build Custom Retriever using LLamaIndex and Gemini

Analytics Vidhya

Introduction Retriever is the most important part of the RAG(Retrieval Augmented Generation) pipeline. In this article, you will implement a custom retriever combining Keyword and Vector search retriever using LlamaIndex. Chat with Multiple Documents using Gemini LLM is the project use case on which we will build this RAG pipeline. To begin with the project, […] The post Build Custom Retriever using LLamaIndex and Gemini appeared first on Analytics Vidhya.

Analytics 305
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Introducing Amazon Q data integration in AWS Glue

AWS Big Data

Today, we’re excited to announce general availability of Amazon Q data integration in AWS Glue. Amazon Q data integration, a new generative AI-powered capability of Amazon Q Developer , enables you to build data integration pipelines using natural language. This reduces the time and effort you need to learn, build, and run data integration jobs using AWS Glue data integration engines.

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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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GPT2-chatbot: Is it Better than GPT4 and Claude Opus?

Analytics Vidhya

Introduction Have you heard about GPT2-chatbot? It has set the whole town abuzz! This new artificial intelligence (AI) model has recently emerged and is causing quite a stir in the tech community. This enigmatic model has been released without official documentation, leading to speculation about its origins and capabilities. However, with its impeccable performance compared […] The post GPT2-chatbot: Is it Better than GPT4 and Claude Opus?

IT 307
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The impact of AI on edge computing

CIO Business Intelligence

Enterprises are moving computing resources closer to where data is created, making edge locations ideal for not only collecting and aggregating local data but also for consuming it as input for generative processes. AI, including Generative AI (GenAI), has emerged as a transformative technology, revolutionizing how machines learn, create, and adapt.

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Let the Prompt Battle Begin #12

Analytics Vidhya

Are you ready to fuel your creativity? Join our Prompt Battle! Share your prompts and let’s create magic together. Whether you’re a seasoned creator or just starting out, this is your chance to shine. Drop yourprompts in the comments and let the battle for brilliance begin! How does it Work? Step 1: You give us […] The post Let the Prompt Battle Begin #12 appeared first on Analytics Vidhya.

Analytics 304
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Data Science Degrees vs. Courses: The Value Verdict

KDnuggets

Exploring the merits of data science degrees vs courses, this analysis contrasts their depth, prestige, and practicality in job market preparation

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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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Top 6 AI Logo Generators for Small Businesses in 2024

Analytics Vidhya

Introduction With the development of AI in 2024, small businesses can now affordably and quickly produce logos of superior quality. Customized logos are created by these technologies based on user preferences and brand identity using AI and machine learning algorithms. Small companies may now design distinctive and polished logos that make an impression on their […] The post Top 6 AI Logo Generators for Small Businesses in 2024 appeared first on Analytics Vidhya.

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5 MLOps Courses from Google to Level Up Your ML Workflow

KDnuggets

Want to build and deploy robust machine learning systems to production? Start learning MLOps today with these courses from Google.

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RAG and Streamlit Chatbot: Chat with Documents Using LLM

Analytics Vidhya

Introduction This article aims to create an AI-powered RAG and Streamlit chatbot that can answer users questions based on custom documents. Users can upload documents, and the chatbot can answer questions by referring to those documents. The interface will be generated using Streamlit, and the chatbot will use open-source Large Language Model (LLM) models, making […] The post RAG and Streamlit Chatbot: Chat with Documents Using LLM appeared first on Analytics Vidhya.

Modeling 278
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New Startup Uses AI to Help Forex Traders Make Better Insights

Smart Data Collective

AI has led to some major changes in the financial sector. There are many ways that financial professionals are using AI which includes with algorithmic trading as we stated in this article. One of the many ways that AI is changing finance is by revolutionizing forex trading.

Finance 87
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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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The Ultimate AI Strategy Playbook

KDnuggets

Many businesses rush to adopt AI but fail due to poor strategy. This post serves as your go-to playbook for success.

Strategy 105
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Taking the Wheel Back With Dataiku's Model Override Feature

Dataiku

In one of the flagship episodes of the 1980s series Knight Rider, the autonomous car KITT became uncontrollable, behaving erratically. The disaster was averted when Michael Knight finally regained control of KITT thanks to the manual override feature.

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CIOs in transition: 5 tips for landing your next IT leadership job

CIO Business Intelligence

At some point in your career, you’re likely to find yourself in transition, having left an IT leadership job without a new one lined up. While you may have planned or negotiated an exit, very often such departures are beyond your direct control, due to a leadership change, acquisition, or another strategic event. Ask your network, and you’ll likely find IT leader peers who have been in a similar situation at least once in their career.

IT 88
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Logi Symphony Has You Prepared for New Cookie Restrictions

Jet Global

Embedding analytics into your application? New browser restrictions are on the way for Google Chrome that can block some third-party content that uses cookies from being accessible to users by default, in addition to restrictions in Safari and Firefox you may have already seen. What’s changing? Google is planning to phase out third-party cookies for Chrome users in 2024.

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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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Tableau further democratizes analytics with AI-fueled features

CIO Business Intelligence

At Tableau Conference 2024 in San Diego today, Tableau announced new AI features for Tableau Pulse and Einstein Copilot for Tableau, along with several platform improvements aimed at democratizing data insights. Tableau pitched its unveiling of Tableau Pulse last year as the harbinger of a new era of proactive analytics. Officially released earlier this year, Tableau Pulse leverages AI to deliver personalized, automated insights based on a user’s personalized set of KPIs to their messaging chann