Thu.May 09, 2024

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Building Self-Service Analytics in the Age of AI

Dataiku

Right now for many organizations, self-service analytics is a wasted opportunity. At one time, the idea of self-service analytics was attractive and people believed in its potential. But, somewhere over time, companies went off track. The promise and value exchange between data creators in the center and data self-servers out in the business was never actually fully negotiated (or fulfilled, for that matter).

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How to Learn Python? [Step-by Step Guide]

Analytics Vidhya

Introduction Acquiring knowledge Python provides a variety of options for programmers, regardless of skill level. It is rewarding and pleasant with its simple syntax and large library ecosystem. You can make a lot of different kinds of applications with Python, from simple python code to difficult software packages. This guide provides resources, pointers, and guidance […] The post How to Learn Python?

Software 313
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Google Expands AI Capabilities at Cloud Next ’24

David Menninger's Analyst Perspectives

The artificial intelligence (AI) market is exploding with activity, which is part of the reason we recently announced that we have dedicated an entire practice at Ventana Research to the topic. Large language models (LLMs) and generative AI (GenAI) have taken the AI world by storm. In fact, we assert that through 2026, one-half of all AI investments will be based on generative rather than predictive AI.

Finance 130
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Footprints of AI: Read This Before Working on Massive AI Models

Analytics Vidhya

Introduction AI has shaken up the world with GenAI, self-learning robots, and whatnot! But with the boon, bane comes complementary…the AI strides, its power vast and its potential great, yet within its circuits lie shadows of concern. You might have heard about the world’s first humanoid robot, Sophia, who answered affirmatively to destroy humanity in […] The post Footprints of AI: Read This Before Working on Massive AI Models appeared first on Analytics Vidhya.

Modeling 304
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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, CTO of Betterworks, will explore a practical framework to transform Generative AI prototypes into

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Essential skills and traits of chief AI officers

CIO Business Intelligence

The rapid rise of artificial intelligence — especially generative AI — is prompting many organizations to hire or promote a chief AI officer (CAIO). To date, many of these positions are with technology vendors or at government entities in the wake of recent AI mandates. But the ranks of the CAIO are expected to increase at enterprise organizations as well in the coming years.

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Google DeepMind’s New AI Model Can Create Life!

Analytics Vidhya

Google DeepMind has just unveiled AlphaFold 3, a revolutionary AI model redefining biomolecular modeling. Unlike its predecessors, AlphaFold 3 extends its modeling skills beyond proteins. This new model is capable of generating DNA, RNA, and smaller molecules known as ligands. Its breakthrough technology promises to accelerate advancements across various scientific disciplines.

Modeling 302

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Guide to Cross-validation with Julius

Analytics Vidhya

Introduction Cross-validation is a machine learning technique that evaluates a model’s performance on a new dataset. It involves dividing a training dataset into multiple subsets and testing it on a new set. This prevents overfitting by encouraging the model to learn underlying trends associated with the data. The goal is to develop a model that […] The post Guide to Cross-validation with Julius appeared first on Analytics Vidhya.

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SAP, IBM Consulting partner to offer genAI-based services

CIO Business Intelligence

IBM’s consulting arm and SAP are partnering to offer generative AI -based services to enterprises to help accelerate digital transformation. The partnership, announced on Wednesday, will see both companies offer generative AI-based services via RISE with SAP offering , the companies said in a statement. RISE with SAP is the enterprise resource planning (ERP) software provider’s managed offering that helps enterprises move their on-premises ERP operations to the cloud.

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5-Step Guide to Automate Data Cleaning in Python

Analytics Vidhya

Introduction Data cleaning is crucial for any data science project. The collected data has to be clean, accurate, and consistent for any analytical model to function properly and give accurate results. However, this takes up a lot of time, even for experts, as most of the process is manual. Automating data cleaning can speed up […] The post 5-Step Guide to Automate Data Cleaning in Python appeared first on Analytics Vidhya.

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We’ll See You at the Gartner Data and Analytics Summit

Cloudera

The Gartner Data and Analytics Summit in London is quickly approaching on May 13 th to 15 th , and the Cloudera team is ready to hit the show floor! The theme of this year’s summit, “Generating Value Together: Creating Synergies between Data, Analytics & AI,” could not have come at a better time as we push forward on our AI and analytics journey together.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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Top 10 AI Instagram Post Generator in 2024

Analytics Vidhya

Introduction Discover the game-changing world of AI-powered Instagram post generators in our comprehensive list of top 10 tools. From Copy AI’s effortless caption creation to Jasper AI’s marketing revolution, each platform offers unique features to elevate your social media strategy. Whether you’re looking for advanced analytics, AI-assisted content creation, or streamlined social media management, these […] The post Top 10 AI Instagram Post Generator in 2024 appeared fir

Strategy 272
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CIO ESPAÑA impulsa su perspectiva global sin perder su sabor local 

CIO Business Intelligence

En noviembre de 2005, tras el éxito de COMPUTERWORLD , presente en España desde 1981, el grupo Foundry (por entonces IDG Communications) lanzaba en este país la publicación digital CIO , dirigida a los máximos responsables del liderazgo y la estrategia de TI en las organizaciones, los llamados en inglés Chief Information Officers (CIO), cuyo papel, como ya se vislumbraba hace 19 años, era esencial para el funcionamiento y crecimiento de cualquier organización.

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IBM Granite Code Models: A Family of Open Foundation Models for Code Intelligence

Analytics Vidhya

Introduction In the dynamic world of software development, efficiency and accuracy are of utmost importance. Advanced tools that enhance these aspects can significantly transform how developers build and maintain software. Most of today’s technologies support coding by harnessing the power of artificial intelligence (AI). They actively improve the coding process by automating routine tasks, optimizing […] The post IBM Granite Code Models: A Family of Open Foundation Models for Code I

Modeling 266
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6 lessons to learn from the 60-year history of the modern mainframe

CIO Business Intelligence

The mainframe has long stood as a technological marvel, profoundly shaping the digital landscape since the mid-twentieth century. As we celebrate the first modern mainframe from IBM’s diamond anniversary, let’s take a deeper look into its rich history, unravel its significance, and ponder its enduring relevance in the digital landscape. The mainframe’s deep history The mainframe was designed in 1937.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Using Groq Llama 3 70B Locally: Step by Step Guide

KDnuggets

Learn how to generate super fast responses in Jan AI and VSCode using Groq LPU Inference Engine.

Modeling 125
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How being cloud smart fosters growth at Saab

CIO Business Intelligence

Stockholm-based Saab recently announced that it’s significantly raising its growth targets for 2027 from 10 to 15%, an increase linked to the war in Ukraine and the fact that many countries are now rearming, which is clearly evident from Saab’s increased order intake. This also means the company now expects to ramp up hiring in the short term, and the IT department is no exception, says CIO Annette Eriksson.

Testing 89
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Mastering healthcare data governance with data lineage

IBM Big Data Hub

The healthcare industry faces arguably the highest stakes when it comes to data governance. For starters, healthcare organizations constantly encounter vast (and ever-increasing) amounts of highly regulated personal data. The impact of healthcare data usage on people’s lives lies at the heart of why data governance in healthcare is so crucial.In healthcare, managing the accuracy, quality and integrity of data is the focus of data governance.

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Qualcomm AI Hub: tecnología generativa accesible y personalizable

CIO Business Intelligence

La inteligencia artificial (IA) continúa al frente de las acciones impulsadas por grandes, medianas y pequeñas corporaciones. En esta ocasión es Qualcomm quien ha reforzado su apuesta por brindar una tecnología de IA generativa accesible y personalizable según las necesidades de cada desarrollador. Para ello ha nutrido su plataforma AI Hub con nuevos modelos.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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White Paper: Enabling Business Optimization and Expense Reduction Through the Use of Augmented Analytics

Smarten

No matter the reason or the goal, when an enterprise chooses the right Augmented Analytics solution and carefully plans for and executes its implementation, it can optimize business results, reduce expenses and improve its market position, customer satisfaction and user adoption, and it is key to transforming business users to Citizen Data Scientists to improve results and team skills.

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Raj Polanki’s five steps by which CIOs can lead holistically

CIO Business Intelligence

CIOs hear constantly that their position has evolved, that it’s now a business position. But whenever this is pointed out, the emphasis tends to fall on the tactical responsibilities of such a position—the “plan, build, and run” of it all. But just as important now are holistic matters of people—diversity, inclusivity, employee welfare, and so on, and perhaps few technical leaders have concerned themselves with these as enthusiastically as Raj Polanki, the US Division CIO of Wacker, the seven-bi

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Denodo and Open Line: Easing Mergers and Modernization Initiatives

Data Virtualization

Reading Time: 2 minutes I’m delighted to announce that Denodo has recently formalized a partnership with Open Line, part of Connected Data Group, a Netherlands-based organization that provides managed cloud services. I see good things ahead. Like Denodo, Open Line facilitates mergers, but whereas. The post Denodo and Open Line: Easing Mergers and Modernization Initiatives appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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How to successfully integrate data in a hybrid environment

CIO Business Intelligence

In today’s data-driven world, the ability to seamlessly integrate structured and unstructured data in a hybrid cloud environment is critical for organizations seeking to harness the full potential of their data assets. Effective data integration lays the foundation for success in the digital era, from enabling advanced analytics and AI/ML modeling to facilitating real-time decision-making and driving innovation.

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How to Leverage AI for Actionable Insights in BI, Data, and Analytics

In the rapidly-evolving world of embedded analytics and business intelligence, one important question has emerged at the forefront: How can you leverage artificial intelligence (AI) to enhance your application’s analytics capabilities? Imagine having an AI tool that answers your user’s questions with a deep understanding of the context in their business and applications, nuances of their industry, and unique challenges they face.

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5 Machine Learning Papers to Read in 2024

KDnuggets

Enrich your knowledge with these papers

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Fueling modernization in the marketplace

CIO Business Intelligence

Businesses today exist in a very unique technology landscape. Digital transformation and modernization are paramount to success, but they are also about much more than maintaining market relevance or ensuring an organization is equipped with the latest emerging technology. For organizations that embark on a modernization journey, the focus should fall squarely on taking the best path to achieving their stated business objectives—whether that’s becoming an industry leader or redefining and reshap

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Chart Snapshot: Trail Bubble Charts

The Data Visualisation Catalogue

Also known as an Impact Bubble Chart. A Trail Bubble Chart is a variation of a regular Bubble Chart that shows the progression of data points over time by displaying bubbles with (typically) lighter trailing bubbles. This kind of visualisation is useful for printed visualisations, where the animation of the bubbles over time is not an option. Trail Bubble Charts allow for the visualisation of a category’s trajectory over time between three different variables (assigned for X, Y, and bubble size)

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El mercado global de tecnología jurídica alcanzará los 50.000 millones de dólares

CIO Business Intelligence

El mercado global de la tecnología legal ha crecido significativamente en los últimos años exhibiendo músculo. Una tendencia que, parece, se extenderá en el tiempo gracias al impulso de la inteligencia artificial (IA) generativa. Esto, según la firma de análisis e investigación Gartner, implica que alcanzará un valor de mercado de 50.000 millones de dólares con vistas al próximo 2027.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Use AWS Glue Data Catalog views to analyze data

AWS Big Data

In this post, we show you how to use the new views feature the AWS Glue Data Catalog. SQL views are a powerful object used across relational databases. You can use views to decrease the time to insights of data by tailoring the data that is queried. Additionally, you can use the power of SQL in a view to express complex boundaries in data across multiple tables that can’t be expressed with simpler permissions.

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Disrupting the enterprise: How AI is redefining people, process, and productivity

CIO Business Intelligence

By Chet Kapoor, CEO, DataStax, and Prasad Setty, DataStax advisor and Stanford Graduate School of Business lecturer. “Don’t waste an ounce of your people’s talent or a minute of their time.” This statement beautifully captures what’s possible when we use AI at work. Many people fear AI replacing jobs, but the reality is that AI can amplify human capabilities and make organizations 10x more productive.

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Achieve peak performance and boost scalability using multiple Amazon Redshift serverless workgroups and Network Load Balancer

AWS Big Data

As data analytics use cases grow, factors of scalability and concurrency become crucial for businesses. Your analytic solution architecture should be able to handle large data volumes at high concurrency and without compromising speed, thereby delivering a scalable high-performance analytics environment. Amazon Redshift Serverless provides a fully managed, petabyte-scale, auto scaling cloud data warehouse to support high-concurrency analytics.

Testing 77
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Rethinking DevOps and automation with a layered approach

CIO Business Intelligence

Automation is at the heart of what makes digital transformation effective and essential to carving out a meaningful competitive edge in the market, regardless of industry. Automation is also at the heart of what enables business leaders to make more informed decisions and increase overall agility within their organization. Despite the talk about how automation can make employees and businesses more productive, managing it across the entire DevOps chain is a complex task.

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Embedded Analytics Insights for 2024

Organizations look to embedded analytics to provide greater self-service for users, introduce AI capabilities, offer better insight into data, and provide customizable dashboards that present data in a visually pleasing, easy-to-access format. To better understand the factors behind the decision to build or buy analytics, insightsoftware partnered with Hanover Research to survey IT, software development, and analytics professionals on why they make the embedded analytics choices they do.