Analytics Vidhya

MAY 28, 2024

Introduction The rapid expansion of the Generative AI model capabilities enables us to develop many businesses around GenAI. Today’s model not only generates text data but also, with the powerful multi-modal model like GPT-4, Gemini can leverage image data to generate information. This capability has huge potential in the business world such as you can […] The post Building a Product Discovery API with Gemini Vision Pro, LlamaIndex & FastAPI appeared first on Analytics Vidhya.

Modeling 316

Modeling Analytics 316

KDnuggets

MAY 28, 2024

Check out this beginner's guide to take advantage of Google’s AI tools.

155

155

Analytics Vidhya

MAY 28, 2024

Introduction Training and fine-tuning language models can be complex, especially when aiming for efficiency and effectiveness. One effective approach involves using parameter-efficient fine-tuning techniques like low-rank adaptation (LoRA) combined with instruction fine-tuning. This article outlines the key steps and considerations to fine-tune LlaMa 2 large language model using this methodology.

Modeling 336

Modeling Analytics IT Machine Learning 336

KDnuggets

MAY 28, 2024

Learning math is super important for data science. Check out these free courses from MIT to learn linear algebra, statistics, and more.

Data Science 154

Data Science Statistics 154

Advertisement

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

Optimization

Analytics Vidhya

MAY 28, 2024

In our recent Leading with Data session, we were thrilled to welcome Aamod Sathe, a data science and analytics leader with nearly two decades of experience. Aamod currently leads the analytics team for MetaWorks under Reality Labs at Meta, where he is helping to build the metaverse and the future of work. With a strong […] The post Tech Titan Aamod Sathe on AI, Startups, and the Future of Data appeared first on Analytics Vidhya.

Data Science 310

Data Science Analytics 310

KDnuggets

MAY 28, 2024

Improve your debugging skills with Python's built-in logging module

139

139

CIO Business Intelligence

MAY 28, 2024

Today’s organizations face challenges from multiple directions, including threats to the business from state-sponsored cyberattacks, geopolitical turmoil, inflation, and a shortage of security skills. For CISOs to succeed in this unprecedented security landscape, they must balance these threats with new approaches by performing continuous risk assessments, protecting digital assets, and managing the rapid pace of innovation in security technologies.

Strategy 131

Strategy IoT Risk Forecasting 131

AWS Big Data

MAY 28, 2024

AWS recently announced that Apache Flink is generally available for Amazon EMR on Amazon Elastic Kubernetes Service (EKS). Apache Flink is a scalable, reliable, and efficient data processing framework that handles real-time streaming and batch workloads (but is most commonly used for real-time streaming). Amazon EMR on EKS is a deployment option for Amazon EMR that allows you to run open source big data frameworks such as Apache Spark and Flink on Amazon Elastic Kubernetes Service (Amazon EKS) c

Data Processing 118

Data Processing Cost-Benefit Metadata Optimization 118

CIO Business Intelligence

MAY 28, 2024

OpenAI is setting up a new governance body to oversee the safety and security of its AI models, as it embarks on the development of a successor to GPT-4. The first task for the OpenAI Board’s new Safety and Security Committee will be to evaluate the processes and safeguards around how the company develops future models. As an aside, the company said in the blog post announcing the committee’s creation that it “has recently begun training its next frontier model” and that it anticipates that the

Risk 116

Risk Risk Management Consulting Modeling 116

AWS Big Data

MAY 28, 2024

Large language models (LLMs) such as Anthropic Claude and Amazon Titan have the potential to drive automation across various business processes by processing both structured and unstructured data. For example, financial analysts currently have to manually read and summarize lengthy regulatory filings and earnings transcripts in order to respond to Q&A on investment strategies.

Unstructured Data 117

Unstructured Data Data Warehouse Structured Data Testing 117

Advertisement

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?

Business Intelligence

CIO Business Intelligence

MAY 28, 2024

La Dirección General de Contratación, Patrimonio y Organización del Gobierno de Aragón, dependiente del Departamento de Hacienda y Administración Pública, da un paso adelante en su estrategia de transformación digital. De la mano de DCX Technology, el Ejecutivo regional ha optado por desarrollar e implementar una herramienta digital destinada a agilizar y mejorar la tramitación y la gestión de los expedientes de contratación pública, simplificando los procedimientos y dotándolos de mayor agilida

Technology 111

Technology 111

AWS Big Data

MAY 28, 2024

Welcome back to our exciting exploration of architectural patterns for real-time analytics with Amazon Kinesis Data Streams! In this fast-paced world, Kinesis Data Streams stands out as a versatile and robust solution to tackle a wide range of use cases with real-time data, from dashboarding to powering artificial intelligence (AI) applications. In this series, we streamline the process of identifying and applying the most suitable architecture for your business requirements, and help kickstart

IoT 115

IoT Analytics Dashboards Data-driven 115

CIO Business Intelligence

MAY 28, 2024

La atracción y retención de talento es uno de los desafíos transversales a cualquier sector de actividad acuciado por la globalización y las nuevas formas de trabajo. Según datos del Instituto de Estadística Catalán correspondientes al 1 de enero de 2024, hay 386.486 catalanes residiendo fuera del país. De ellos, y contabilizando aquellos que se encuentran en edad laboral (entre 25 a 60 años), 93.075 son hombres y 88.375 mujeres.

Big Data 105

Big Data 105

Smart Data Collective

MAY 28, 2024

Dive into the role of AI in promoting fairness within the lending sector and its transformative effects.

IT 96

IT 96

Advertisement

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.

Reporting

CIO Business Intelligence

MAY 28, 2024

Las tecnologías de inteligencia artificial (IA) han avanzado a un ritmo vertiginoso en los últimos dos años, pero los trabajadores de muchas empresas siguen dudando en adoptarlas. Una suposición común es que los empleados son reacios a utilizar herramientas basadas en IA por miedo a que estas soluciones superen su propio trabajo y, con el tiempo, les conviertan en reemplazables.

Consulting 104

Consulting IT Management 104

The Data Visualisation Catalogue

MAY 28, 2024

Also knowns as a Rectangular Cartogram. A Raisz Cartogram is a Cartogram variation where each geographical region is represented by a rectangle, with the area being proportional to the data value being visualised geographically. The height and width of each rectangle in a Raisz Cartogram are adjusted to fit within the original geographical region shape as much as possible.

Snapshot 95

Snapshot Statistics Publishing Technology 95

Cloudera

MAY 28, 2024

Behind every business decision, there’s underlying data that informs business leaders’ actions. As the market landscape across verticals from financial services to healthcare and manufacturing grows increasingly competitive, those decisions need to happen ever faster and to make them, businesses need to rely on data to reveal insights quickly, as near-real-time as possible.

Data Architecture 94

Data Architecture Data Lake Data Warehouse Cost-Benefit 94

IBM Big Data Hub

MAY 28, 2024

Virtually every organization recognizes the power of data to enhance customer and employee experiences and drive better business decisions. Yet, as data becomes more valuable, it’s also becoming harder to protect. Companies continue to create more attack surfaces with hybrid models, scattering critical data across cloud, third-party and on-premises locations, while threat actors constantly devise new and creative ways to exploit vulnerabilities.

Strategy 81

Strategy Measurement Risk Cost-Benefit 81

Advertisement

📌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.

Data-driven

Paul Turley

MAY 28, 2024

I created this report to summarize the release status for all Fabric features that are documented in the Microsoft Fabric Roadmap. The information on this report is collected and updated frequently from the Fabric Roadmap hosted by Microsoft, and displays status information in a convenient, single-page Power BI report. Each feature area on the report has links to the detail documentation on the official roadmap site.

Reporting 71

Reporting Data Processing 71

Smarten

MAY 28, 2024

We invite you to explore our latest knowledgebase articles and to join the Smarten user community on Smarten Support Portal. If you have not registered yet, Click Here to obtain your login credentials. Knowledgebase Articles General : Global Variable : Calculating Profit/Loss Variance based on What-if Analysis Embedded / API Integration : API Call to rebuild cubes / datasets Installation : Bypassing Smarten executable files from Antivirus Scan Predictive Use cases Assisted predictive modelling :

Predictive Modeling 67

Predictive Modeling Snapshot Modeling Analytics 67

Dataiku

MAY 28, 2024

Guests to the Toronto session of the 2023 Dataiku Everyday AI Conferences heard from solutions engineer Kateryna Savchyn of Dataiku , as she spoke in depth about specialized coding options available to augment existing Dataiku products and solutions.

59

59

Depict Data Studio

MAY 28, 2024

A good rule of thumb: If your map feels too dense… try small multiples! Before, we started with a single map… with 2 variables. Counts and rates. A bubble map on top of a heat map. After, we’ll use small multiples: 2 separate maps, 1 for each variable. The headings, color-coding, takeaway sentences, bolding, and annotations will help to explain our patterns, too.

Visualization 52

Visualization 52

Advertisement

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

Enterprise

CIO Business Intelligence

MAY 28, 2024

To take its digital transformation to new heights, Sun Country Airlines didn’t just take a tip from the big carriers. It hired away one of their seasoned digital tech execs to be its CIO. Sun Country Airlines has elevated its customer service since hiring an experienced CIO from United Airlines in early 2023. Shortly after being named CIO of the low-cost, Minnesota-based airliner last year, Jim Stathopoulos immediately set about implementing automated self-service systems in the form of e-vouch

IT 52

IT Digital Transformation Cost-Benefit Data Lake 52