Wed.May 08, 2024

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A Roadmap to Machine Learning Algorithm Selection

KDnuggets

The goal of this article is to help demystify the process of selecting the proper machine learning algorithm, concentrating on "traditional" algorithms and offering some guidelines for choosing the best one for your application.

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15+ Github Machine Learning Repositories for Data Scientists

Analytics Vidhya

Introduction If I had to pick one platform that has single-handedly kept me up-to-date with the latest developments in data science and machine learning – it would be GitHub. The sheer scale of GitHub, combined with the power of super data scientists from all over the globe, make it a must-use platform for anyone interested […] The post 15+ Github Machine Learning Repositories for Data Scientists appeared first on Analytics Vidhya.

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Where’s the ROAI?

CIO Business Intelligence

As the world becomes increasingly reliant on technology and driven by data, the excitement about artificial intelligence (AI) solutions continues to skyrocket. Corporate boardrooms are abuzz with discussions about exploring the possibilities of AI, and massive amounts of capital are being funneled into building AI infrastructure. Companies such Nvidia, Corestreet, and OpenAI are experiencing exponential revenue growth – and valuations, driven by this immense interest.

Metrics 119
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OpenAI is Helping Indian Farmers Increase Crop Yields

Analytics Vidhya

Digital Green, an organization that creates solutions for better farming, has teamed up with OpenAI to launch Farmer.Chat. This new generative AI-driven assistant aims to help farmers boost their agricultural productivity. The AI chatbot, launched in India, brings great hope to the farming community in the country. Let’s explore the transformative potential of Farmer.Chat and […] The post OpenAI is Helping Indian Farmers Increase Crop Yields appeared first on Analytics Vidhya.

Analytics 324
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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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Free AI Courses from NVIDIA: For All Levels

KDnuggets

Want to build cool AI applications? Start learning AI today with these free courses from NVIDIA.

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A Journey of Entrepreneurship & Storytelling with Joshua Starmer

Analytics Vidhya

In an era where data science and machine learning are reshaping our world, Joshua Starmer stands out as a leading educator and innovator. With a unique background in computer science and a passion for biology, he has carved a path that merges these fields seamlessly. Through his journey, he identified a niche in data analytics […] The post A Journey of Entrepreneurship & Storytelling with Joshua Starmer appeared first on Analytics Vidhya.

More Trending

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Top 10 LLMs and How to Access Them?

Analytics Vidhya

Introduction Since ChatGPT launched in September 2022, have you noticed how many new large language models (LLMs) have been released? It’s hard to keep count, right? That’s because there’s a big rush in the tech world to create better and smarter models. It can be tricky to keep track of all these new releases, but […] The post Top 10 LLMs and How to Access Them?

Modeling 312
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Expion Health revamps its RFP process with AI

CIO Business Intelligence

Process automation and improvement is a perennial CIO agenda item, and the call for business process optimization is only getting louder — especially for those processes directly tied to the bottom line. For Expion Health, a cumbersome manual process to determine what rates to quote to potential new customers had become a cap on the healthcare cost management firm’s ability to grow its business.

IT 111
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10 Datasets by INDIAai for your Next Data Science Project

Analytics Vidhya

Introduction Did you know India is among the top nations investing in and leveraging AI? India’s AI investment is fifth worldwide. Per Statista, The Artificial Intelligence market in India is projected to grow by 28.63% (2024-2030), resulting in a market volume of US$28.36bn in 2030. Quiet impressive, right? It is visible that AI is booming, […] The post 10 Datasets by INDIAai for your Next Data Science Project appeared first on Analytics Vidhya.

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Innovative data integration in 2024: Pioneering the future of data integration

CIO Business Intelligence

In the age of big data, where information is generated at an unprecedented rate, the ability to integrate and manage diverse data sources has become a critical business imperative. Traditional data integration methods are often cumbersome, time-consuming, and unable to keep up with the rapidly evolving data landscape. Of late, innovative data integration tools are revolutionising how organisations approach data management, unlocking new opportunities for growth, efficiency, and strategic decisio

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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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Simulation to Reality: Robots Now Train Themselves with the Power of LLM (DrEureka)

Analytics Vidhya

Introduction Have you ever thought robots would learn independently with the power of LLMs? It’s happening now! DrEureka is automating sim-to-real design in robotics. In robotics, sim-to-real transfer refers to transferring policies learned in simulation to the real world. This approach is considered promising for acquiring robot skills at scale, as it allows for developing […] The post Simulation to Reality: Robots Now Train Themselves with the Power of LLM (DrEureka) appeared first

Analytics 308
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Are You the Type of Player Who Makes IT Happen?

CIO Business Intelligence

As Tommy Lasorda said, “There are three types of baseball players: Those who make it happen, those who watch it happen and those who wonder what happens.” He could have been talking about the current state of IT leadership. Foundry’s 23rd annual State of the CIO survey found that leading change has become a clear mandate as organizations prepare for the next chapter, where the convergence of data, analytics, and emerging AI technologies wholly transform the business.

IT 97
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Apple Unveils Next-Gen M4 Chip: Revolutionizing AI Capabilities for iPad Pro

Analytics Vidhya

Apple has launched its latest innovation – the M4 chip, at its ‘Let Loose’ iPad event. This new development from Apple has sparked a wave of excitement and speculation within the tech community. The M4 chip promises unparalleled performance and efficiency, especially for the new iPad Pro, aiming to redefine mobile computing. Let’s explore the […] The post Apple Unveils Next-Gen M4 Chip: Revolutionizing AI Capabilities for iPad Pro appeared first on Analytics Vidhya.

Analytics 309
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Unlocking business value: Maximizing returns from your SAP investments

IBM Big Data Hub

Amid the dynamic realms of modern business and technology, organizations seek to maintain a competitive edge and elevate business outcomes and user experiences through their SAP investments. The crux of this endeavor lies in fostering continuous value creation throughout the journey. Drawing from my experience with clients across expansive, multi-year SAP engagements, there are three areas where collaborative value creation and charting future roadmaps intertwine seamlessly. 1.

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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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China vs USA: Who is Losing the AI Race?

Analytics Vidhya

Introduction The race for AI supremacy between the USA vs China has captivated the world, with both countries recognizing the immense economic and geopolitical implications of leading in this transformative technology. The United States holds a strong position in Generative AI, with widely accepted models like GPT-4, DALL-E 3, and Gemini Advanced; pushing the boundaries […] The post China vs USA: Who is Losing the AI Race?

Modeling 307
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Simplifying IAM through orchestration

IBM Big Data Hub

The recent validated what many of us in the industry already knew: Identity has become the leading attack vector. The 2024 report showed a 71% increase in valid identities used in cyberattacks year-over-year. What really puts it into perspective is the realization that you are just as likely to have your valid identity used in a cyberattack as you are to see a phishing attack in your organization.

Risk 80
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Ludwig: A Comprehensive Guide to LLM Fine Tuning using LoRA

Analytics Vidhya

Introduction to Ludwig The development of Natural Language Machines (NLP) and Artificial Intelligence (AI) has significantly impacted the field. These models can understand and generate human-like text, enabling applications like chatbots and document summarization. However, to fully utilize their capabilities, they need to be fine-tuned for specific use cases.

Modeling 301
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Empowering security excellence: The dynamic partnership between FreeDivision and IBM

IBM Big Data Hub

In the ever-evolving landscape of cybersecurity, businesses are constantly seeking robust solutions to fortify their defenses and navigate the complex challenges posed by cyberthreats. FreeDivision, an IBM Business Partner, stands out in the field by understanding the local needs of its clients. Operating as a security service partner, FreeDivision leverages IBM’s endpoint detection and response (EDR) solution, IBM Security® QRadar® EDR, as part of its solution, freedivision.io,

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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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Introducing Aloe: A Family of Fine-tuned Open Healthcare LLMs

Analytics Vidhya

Introduction Open large language models (LLMs) in healthcare are enhancing our approach to medical information, offering greater access and improved accuracy. The latest addition to this domain is the Aloe family of LLMs, which expands access to medical knowledge and refines the precision of online health data. Despite these advances, challenges such as restricted access […] The post Introducing Aloe: A Family of Fine-tuned Open Healthcare LLMs appeared first on Analytics Vidhya.

Modeling 299
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Enhancing Fairness and Efficiency in Human Resources With AI

Dataiku

At its best, the impact of AI can help make Human Resources (HR) more effective and more fair. It can make hiring and personnel policies more efficient by working at speeds unfathomable to a team of people, let alone an individual. It can work independent of the myriad human biases that infect personnel decisions. According to a McKinsey report, GenAI deployments are bringing efficiency and new insights to HR functions and are estimated to enhance HR productivity by up to 30% , with examples dem

Risk 59
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Top 10 Best AI Headshot Generators in 2024

Analytics Vidhya

Introduction AI headshot generators are revolutionizing the way we capture and express identity, offering hyper-realistic renders and surreal digital artistry. These advanced platforms provide unprecedented opportunities for individuals and professionals to craft captivating portraits with just a few clicks. Explore the top 10 AI headshot generators reshaping the landscape of digital imagery in 2024, each […] The post Top 10 Best AI Headshot Generators in 2024 appeared first on Analytics V

Analytics 299
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Helping enterprises across regulated industries leverage hybrid cloud and AI

IBM Big Data Hub

At IBM Cloud, we are committed to helping enterprises across industries leverage hybrid cloud and AI technologies to help them drive innovation. For true transformation to begin, we believe it is key to understand the unique challenges organizations are facing—whether it is keeping data secured, addressing data sovereignty requirements or speeding time to market to satisfy consumers.

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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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OpenAI to Build an Image Detection Classifier to Detect Images Created by DALL-E 3

Analytics Vidhya

OpenAI is set to launch an Image Detection Classifier to identify whether an image was created using its DALL-E 3. This tool will use AI to predict the likelihood that a photo was AI-generated and boasts a high accuracy rate of approximately 98% in detecting images generated by DALL-E 3, even if the images have […] The post OpenAI to Build an Image Detection Classifier to Detect Images Created by DALL-E 3 appeared first on Analytics Vidhya.

Analytics 299
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Come diventare il CIO che ogni azienda desidera

CIO Business Intelligence

Le aziende nutrono molte aspettative nei confronti dei loro CIO: conoscenza approfondita del business, capacità di ottenere risultati finanziari concreti e di lavorare in maniera agile, competenze nel gestire il cambiamento e nel collaborare attivamente con i leader aziendali per spiegare l’IT in modo semplice. Si tratta di una posizione di livello elevato che richiede un ampio spettro di competenze.

Finance 52
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OpenAI Releases Model Spec: Shaping Desired Behavior in AI

Analytics Vidhya

OpenAI has released the first draft of its Model Spec, a document outlining the desired behavior and guidelines for its AI models. This move is part of the company’s ongoing commitment to improving model behavior and engaging in a public conversation about the ethical and practical considerations of AI development. Why Model Spec? Shaping model […] The post OpenAI Releases Model Spec: Shaping Desired Behavior in AI appeared first on Analytics Vidhya.

Modeling 295
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Geografía y copilotos, aliados para los CIO de la Administración

CIO Business Intelligence

En los próximos tres años, y bajo el contexto de los Planes de Digitalización, los CIO del sector público juegan un papel fundamental como arquitectos de la transformación digital que tiene como principales desafíos impulsar la modernización, fomentando un crecimiento sostenible, y lo más importante, la mejora continua del servicio al ciudadano. En este contexto, gracias a los avances de la computación en la nube y la inteligencia artificial, los Sistemas de Información Geográfica (SIG) emerg

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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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Two New Mystery Models Like ‘gpt2-chatbot’ Appear on the Chatbot Arena

Analytics Vidhya

Last week, the AI community was taken by storm with the arrival of a new model known as ‘gpt2-chatbot’ Its sudden appearance and quick removal left many puzzled, but the intrigue deepened with the emergence of two new versions: ‘im-a-good-gpt2-chatbot’ and ‘im-also-a-good-gpt2-chatbot’ These variants appeared to build on their predecessor’s capabilities, quickly becoming a focal […] The post Two New Mystery Models Like ‘gpt2-chatbot’ Appear on the

Modeling 285
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Data Products and Self-Service: Empowering Innovation in Enterprise Data Management

Data Virtualization

Reading Time: 2 minutes In this era of rapidly evolving data capabilities, organizations are ever more aware of the immense value locked inside their data assets. The movement toward thinking in terms of data products and methodologies like data mesh marks a significant shift. The post Data Products and Self-Service: Empowering Innovation in Enterprise Data Management appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Use Smart Data Visualization to Improve Decisions!

Smarten

Smart Data Visualization and Personalized Dashboards Improve Data Insight and Team Collaboration! Augmented Analytics was designed to remove the barriers erected by the traditional business intelligence and analytics solutions. In order to achieve data democratization and improve data literacy among team members within an enterprise, the organization must provide simple, easy-to-understand solutions that display analytical results in a way that is meaningful and intuitive.

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Logi Symphony Soars in Latest Dresner Business Intelligence Report

Jet Global

insightsoftware’s Logi Symphony, a leading embedded analytics solution, continues to impress. According to a recent Dresner Advisory Services’ Wisdom of Crowds® Business Intelligence Market Study, Logi Symphony has been recognized as a leader in the field. This recognition highlights Logi Symphony’s commitment to exceptional customer experience and its strong reputation within the BI and analytics industry.

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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.