Visualizing Data: A Statology Primer
KDnuggets
JULY 23, 2024
This collection of tutorials from our sister site Statology center on data visualization. Learn more about visualizing your data right here.
Tue.Jul 23, 2024
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What is the Reverse Diffusion Process?
Analytics Vidhya
JULY 23, 2024
Introduction Stable diffusion is a powerful (generative model) tool to create high-quality images from noise. Stable diffusion consists of two steps: a forward diffusion process and a reverse diffusion process. In the forward diffusion process, noise is progressively added to an image, effectively degrading its quality. This step is crucial for training the model, as […] The post What is the Reverse Diffusion Process?
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The Buyers Guides for AI Platforms Classifies and Rates Software Providers
David Menninger's Analyst Perspectives
JULY 23, 2024
I am happy to share insights gleaned from our latest Buyers Guide, an assessment of how well software providers’ offerings meet buyers’ requirements. The AI Platforms: Ventana Research Buyers Guide is the distillation of a year of market and product research by Ventana Research.
How to Use PyVista for Interactive 3D Medical Visualizations
Analytics Vidhya
JULY 23, 2024
Introduction Imagine being a medical student needing to visualize complex anatomical structures or a data scientist creating interactive 3D models. PyVista offers the precision and interactivity required to make these tasks engaging and insightful. We’ll start by exploring PyVista’s features and installation, then create stunning human anatomy visualizations, such as the brain, chest, and whole […] The post How to Use PyVista for Interactive 3D Medical Visualizations appeared f
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.
5 IT risks CIOs should be paranoid about
CIO Business Intelligence
JULY 23, 2024
As a digital transformation leader and former CIO, I carry a healthy dose of paranoia. Call it survival instincts: Risks that can disrupt an organization from staying true to its mission and accomplishing its goals must constantly be surfaced, assessed, and either mitigated or managed. Is the organization transforming fast enough? Are stakeholders struggling or unhappy?
How to Fine-Tune Large Language Models with MonsterAPI
Analytics Vidhya
JULY 23, 2024
Introduction Imagine if your virtual assistant could understand and anticipate your needs perfectly. This vision is becoming a reality with advancements in large language models (LLMs). However, to tailor these models to specific tasks, fine-tuning is essential. Think of it as sculpting a rough block into a precise masterpiece. MonsterAPI simplifies this process, making fine-tuning […] The post How to Fine-Tune Large Language Models with MonsterAPI appeared first on Analytics Vidhya.
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How to Run LLM Locally Using LM Studio?
Analytics Vidhya
JULY 23, 2024
Introduction Recent software and hardware advancements have opened up exciting possibilities, making running large language models (LLMs) on personal computers feasible. One fantastic tool that makes this easier is LM Studio. In this article, we’ll dive into how to run an LLM locally using LM Studio. We’ll walk through the essential steps, explore potential challenges, […] The post How to Run LLM Locally Using LM Studio?
Navigating genAI responsibly: 3 actions CIOs can take now
CIO Business Intelligence
JULY 23, 2024
Generative AI (genAI) will drive transformation across industries in the coming year. Leaders have a profound responsibility not only to harness AI’s potential but also to navigate its ethical complexities with foresight, diligence, and transparency. I have the opportunity to speak with CIOs and others at the forefront of AI very frequently via my podcast Inspired Execution.
Creating a QA Model with Universal Sentence Encoder and WikiQA
Analytics Vidhya
JULY 23, 2024
Introduction In an era where information is at our fingertips, the ability to ask a question and receive a precise answer has become crucial. Imagine having a system that understands the intricacies of language and delivers accurate responses to your queries in an instant. This article explores how to build such a powerful question-answer model […] The post Creating a QA Model with Universal Sentence Encoder and WikiQA appeared first on Analytics Vidhya.
How to Use Conditional Formatting in Pandas to Enhance Data Visualization
KDnuggets
JULY 23, 2024
Tired of staring at bland dataframes? Discover how conditional formatting in Pandas can transform your data visualization experience!
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.
How to Build Autonomous AI Agents Using OpenAGI?
Analytics Vidhya
JULY 23, 2024
Introduction Imagine having an assistant who’s always at your fingertips, ready to help at any moment. That’s what an AI agent offers. Unlike your human assistant, who needs coffee breaks and rest, an AI agent is tireless, working around the clock to support you. Need to schedule a meeting at the last minute? Done. Looking […] The post How to Build Autonomous AI Agents Using OpenAGI?
CIOs must beware committing ‘AI washing’ themselves
CIO Business Intelligence
JULY 23, 2024
The IT industry has a long history of vendors exaggerating the functionality of their products, and it’s certainly happening in the current AI hype cycle. Now, even user companies appear to be overstating their AI capabilities, potentially leading to major headaches. IT leaders at organizations considering AI are under major pressure — from boards, other executives, and the market itself — to roll out major AI initiatives.
How to Perform Computer Vision Tasks with Florence-2
Analytics Vidhya
JULY 23, 2024
Introduction The introduction of the original transformers paved the way for the current Large Language Models. Similarly, after the introduction of the transformer model, the vision transformer (ViT) was introduced. Like the transformers which excel at understanding text and generating text given a response, vision transformer models were developed to understand images and provide information […] The post How to Perform Computer Vision Tasks with Florence-2 appeared first on Analytics Vid
Data and gen AI: Keys to Air Europa’s digital strategy
CIO Business Intelligence
JULY 23, 2024
Gen AI has become a priority tool across all industries for all types of companies, where up to 40% have a budget or related gen AI initiatives, and 30% believe this technology is disruptive to the business, according to recent data from IDC. But it’s still early days since ChatGPT burst on the scene in 2022. So large corporations are still being put to the test with their implementing processes.
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.
Nikhil Mishra’s Journey to Becoming a Kaggle Grandmaster
Analytics Vidhya
JULY 23, 2024
Introduction Have you ever participated in a Kaggle competition? Have you ever wondered what it takes to win one or to become a Kaggle Grandmaster? H2O.ai’s Senior Data Scientist, Nikhil Kumar Mishra, recently achieved the Kaggle Grandmaster title with his 5th Gold in competitions. He spoke to Analytics Vidhya following the win to share with […] The post Nikhil Mishra’s Journey to Becoming a Kaggle Grandmaster appeared first on Analytics Vidhya.
Pautas para arrancar con éxito un programa de transformación
CIO Business Intelligence
JULY 23, 2024
Al iniciar un programa de transformación, cuando la organización y el equipo que lo gestiona están centrados en los grandes proyectos de la iniciativa, se suelen descuidar algunos aspectos esenciales para el éxito futuro de esta acción. Y, como en todo, un buen comienzo ayuda a garantizar un gran final. Los siguientes ejemplos reflejan algunas experiencias que suelen suceder en los primeros 30 días desde que se estrena el plan.
7 Ways to Employ LangChain Text Splitters for Enhanced Data Processing
Analytics Vidhya
JULY 23, 2024
Introduction In our previous article about LangChain Document Loaders, we explored how LangChain’s document loaders facilitate loading various file types and data sources into an LLM application. Can we send the data to the LLM now? Not so fast. LLMs have limits on context window size in terms of token numbers, so any data more […] The post 7 Ways to Employ LangChain Text Splitters for Enhanced Data Processing appeared first on Analytics Vidhya.
Oracle’s $115 million privacy settlement could change industry data collection methods
CIO Business Intelligence
JULY 23, 2024
Oracle on July 18 agreed to pay some of its customers a total of $115 million to settle accusations of violating users’ privacy contrary to federal statutes as well as the law in California and Florida. Plaintiffs had argued that Oracle was facing far greater financial penalties (“likely more than a billion dollars”) had the case gone to trial. The agreement, which has to be approved by Judge Richard Seeborg on August 8, also requires Oracle to “not capture certain complained-of electronic commu
Provide Real Value in Your Applications with Data and Analytics
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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.
Breaking Barriers with Accessible Data Visualization
Depict Data Studio
JULY 23, 2024
A couple months ago, I recorded a podcast about Big A and little a accessibility. Today, it’s live! You can listen here: [link] This is a short listen (15 min) with some techniques that are hopefully super obvious if you’ve been following my work for a while. It’s also a good one to forward to colleagues who are just learning about dataviz and accessibility.
El incidente de CrowdStrike lleva a los CIO a replantearse sus estrategias en la nube
CIO Business Intelligence
JULY 23, 2024
La perturbación generalizada causada por el reciente fallo del software CrowdStrike, que provocó una interrupción mundial de los sistemas Windows , ha conmocionado a la comunidad informática. Para los CIO, el suceso es un duro recordatorio de los riesgos inherentes a la dependencia excesiva de un único proveedor, especialmente en la nube. El incidente, en el que los sistemas informáticos se bloqueaban y mostraban la infame ‘Pantalla Azul de la Muerte’, puso de manifiesto las vulnerabilidades de
CrowdStrike failure: What you need to know
CIO Business Intelligence
JULY 23, 2024
Cybersecurity vendor CrowdStrike initiated a series of computer system outages across the world on Friday, July 19, disrupting nearly every industry and sowing chaos at airports, financial institutions, and healthcare systems, among others. At issue was a flawed update to CrowdStrike Falcon, the company’s popular endpoint detection and response (EDR) platform, which crashed Windows machines and sent them into an endless reboot cycle, taking down servers and rendering ‘blue screens of death’ on d
Proposed labor laws spark concerns in Bangalore, India’s tech hub
CIO Business Intelligence
JULY 23, 2024
The state of Karnataka — home to India’s tech hub Bangalore — is facing pushback over proposals affecting the private sector, including a contentious plan to control the hiring of people from other Indian states. Last week, the state government said it would enforce up to 100% reservation for state natives in private-sector jobs. Following widespread outrage on social media, officials temporarily paused the plan.
The AI Superhero Approach to Product Management
Speaker: Conrado Morlan
In this engaging and witty talk, industry expert Conrado Morlan will explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, he’ll uncover how AI can be the ultimate sidekick, aiding in data management and reporting, enhancing productivity, and boosting innovation.
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