Wed.Jul 10, 2024

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How Can CIOs Bridge the Gap Between Modern Analytics Aspirations and Reality?

Dataiku

In a just-released survey from Dataiku and Cognizant of 200 senior analytics and IT leaders, only 20% of respondents are currently using Generative AI and LLMs in production. So, what is driving the disconnect among these leaders, such as CIOs, between ambitions and actual capabilities? With Generative AI’s honeymoon stage in the rearview, how can these stakeholders effectively conquer the roadblocks en route from pilot to scale — all while navigating regulatory concerns, data infrastructure iss

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Comprehensive Guide to Build AI Agents from Scratch

Analytics Vidhya

Introduction This article introduces the ReAct pattern for improved capabilities and demonstrates how to create AI agents from scratch. It covers testing, debugging, and optimizing AI agents in addition to tools, libraries, environment setup, and implementation. This tutorial gives users the skills they need to create effective AI agents, regardless of whether they are developers […] The post Comprehensive Guide to Build AI Agents from Scratch appeared first on Analytics Vidhya.

Testing 343
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Cinco mejores prácticas para implantar con éxito la IA generativa

CIO Business Intelligence

¿Qué hace que las implementaciones de inteligencia artificial (IA) generativa sean tan difíciles? Como tecnología disruptiva, se deja sentir tanto por su magnitud como por la frecuencia de sus cambios. Hay tantos proveedores, aplicaciones y casos de uso, y tan poco tiempo, y lo impregna todo, desde la estrategia y los procesos empresariales hasta los productos y servicios.

ROI 112
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How to Use Aliases in SQL?

Analytics Vidhya

Introduction Ever felt like your SQL queries could use a bit of a readability boost? Enter SQL aliases. These nifty tools let you give your tables and columns temporary nicknames, making your queries clearer and easier to handle. This article will discuss all the use cases of alias clauses, like renaming columns and tables and […] The post How to Use Aliases in SQL?

Analytics 261
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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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Cybersecurity GenAI features: Are they worth the money?

CIO Business Intelligence

Businesses are investing great sums of money in generative AI – to the point that GenAI spending in 2025 will be nearly seven times greater than it was in 2022, according to IDC historical data and forecasts. Where is all that money going? In many cases, it’s cybersecurity, which ranks at the top of the list of factors driving increased IT spending in 2024.

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A Comprehensive Guide on Building AI Agents with AutoGPT

Analytics Vidhya

Introduction When you think about AI agents, do you imagine an assistant like R2-D2 from Star Wars, always ready to help? Or maybe WALL-E, the robot on a mission to clean up Earth? Maybe your mind drifts to Ava from Ex Machina, exploring AI? While today’s technology hasn’t reached this point of creating sentient beings […] The post A Comprehensive Guide on Building AI Agents with AutoGPT appeared first on Analytics Vidhya.

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Top 7 LOOKUP Functions in Excel

Analytics Vidhya

Introduction Excel’s LOOKUP capabilities are essential tools for data analysis because they let users quickly find and retrieve data from big databases. These functions boost productivity for various tasks, from straightforward lookups to intricate data management. This article will examine Excel’s most popular LOOKUP functions. What are LOOKUP Functions in Excel?

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The customers and communities that drive Beyond Bank’s tech strategy

CIO Business Intelligence

As the CIO of Beyond Bank, one of the largest customer-owned banks in Australia, Stevie-Ann Dovico is at the nexus of the business, from banking and technology, to data and business intelligence, all of which fuels the person-to-person customer experience and promotes financial well-being. “We’re a very relationship led bank,” she says. “A big part of my role is to ensure we always think about empowering the frontline to have more meaningful interactions with customers, and finding ways to use b

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Seamlessly Extract Text from PDFs with Indexify and PaddleOCR

Analytics Vidhya

Introduction In the ever-evolving landscape of data processing, extracting structured information from PDFs remains a formidable challenge, even in 2024. While numerous models excel at question-answering tasks, the real complexity lies in transforming unstructured PDF content into organized, actionable data. Let’s explore this challenge and discover how Indexify and PaddleOCR can be the tools we […] The post Seamlessly Extract Text from PDFs with Indexify and PaddleOCR appeared first

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Accenture acquires Excelmax to bolster chip design expertise

CIO Business Intelligence

Accenture has acquired Excelmax Technologies, a Bangalore-based semiconductor design firm to expand the range of chip design services it offers its clients. Excelmax was founded in 2019 and is into high-level semiconductor design, detailed physical layout and full turnkey execution. The firm offers custom silicon solutions for consumer devices, data centers, artificial intelligence (AI), and edge computing applications, with clients in the automotive, telecommunications, and high-tech sectors.

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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.

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Object Detection Algorithms: R-CNN, Fast R-CNN, Faster R-CNN, and YOLO

Analytics Vidhya

Introduction Think of letting a computer not only see something but also comprehend it. This is at the heart of object detection and a key application area in Computer Vision that has dramatically changed how machines interact with the world. Self-driving cars traversing through packed streets or security mechanisms recognize potential threats, and object detection […] The post Object Detection Algorithms: R-CNN, Fast R-CNN, Faster R-CNN, and YOLO appeared first on Analytics Vidhya.

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Introducing Cloudera Observability Premium

Cloudera

There’s nothing worse than wasting money on unnecessary costs. In on-premises data estates, these costs appear as wasted person-hours waiting for inefficient analytics to complete, or troubleshooting jobs that have failed to execute as expected, or at all. They manifest as idle hardware waiting for urgent workloads to come in, ensuring sufficient spare capacity to run them amidst noisy neighbors and resource-hungry, lower-priority workloads.

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Top 30 PySpark Interview Questions and Answers

Analytics Vidhya

Introduction PySpark is an interface for Apache Spark in Python, designed to leverage Spark’s features such as Spark SQL, Spark DataFrame, Spark Streaming, Spark Core, and Spark MLlib. It processes structured and semi-structured datasets efficiently by providing optimized APIs, allowing seamless data handling from various sources. The integration of Apache Spark with Python, originally written […] The post Top 30 PySpark Interview Questions and Answers appeared first on Analytics Vid

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Familia Martínez apuesta por la digitalización para la toma y ejecución de decisiones estratégicas 

CIO Business Intelligence

El sector de la alimentación ha sufrido una evolución muy importante en los últimos años con la adopción de tecnologías digitales en todas las etapas de la cadena de valor. Este es el caso de Familia Martínez, un grupo empresarial integrado por cuatro empresas de la industria alimentaria española: Embutidos Martínez, Platos Tradicionales, Cinco Tenedores y La Pila Food , cuyos inicios se remontan a una pequeña carnicería en Torrent, Valencia, en los años 60.

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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.

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How to Merge Large DataFrames Efficiently with Pandas

KDnuggets

Let's learn how to efficiently merge large Pandas dataframes.

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Micro Logic: High-performance Canadian sovereign cloud for a hybrid future

CIO Business Intelligence

Philippe Bedard, Vice President of Cloud at Micro Logic, and the company’s Lead Analyst for Large Opportunities, Robert Michon, stress that hybrid cloud is crucially important for nearly every enterprise. It’s a view that is consistent with Micro Logic’s cloud strategy from day one, one which saw it embrace a hybrid approach and launch Canada’s first sovereign cloud more than a decade ago.

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Probability: A Statology Primer

KDnuggets

Learn all about probability with this collection of tutorials from our sister site Statology.

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Can a technology mindset save Paramount?

CIO Business Intelligence

With Sunday’s announcement of Skydance’s $8 billion deal to purchase Paramount, the veteran movie maker is entering a new era. And Skydance, controlled by veteran producer David Ellison (son of Oracle founder Larry Ellison), is arguing that embracing technology is the only viable path. In many ways, Paramount’s struggles mirror what many enterprises are facing today as they try to adapt to current technology.

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Provide Real Value in Your Applications with Data and Analytics

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.

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AI Leads to Major Breakthroughs in Legal Software

Smart Data Collective

AI technology has had a huge impact on the legal profession and led to the inception of disruptive new software.

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Securing Confidential and Protected Data Today. Exploring VMware’s VCF Sovereign Cloud Solution (v2).

CIO Business Intelligence

In today’s rapidly, and continually, evolving data landscape, maintaining the sovereignty and security of sensitive data is paramount. With data privacy and security becoming an increased concern, Sovereign cloud is turning from an optional, like-to-have, to an essential requirement, especially for highly protected markets like Government, Healthcare, Financial Services, Legal, etc.

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What are the Radial Basis Functions Neural Networks?

Analytics Vidhya

Introduction Radial Basis Function Neural Networks (RBFNNs) are a type of neural network that uses radial basis functions for activation. They are effective in applications like pattern-recognition, interpolation, and timeseries forecasting. Unlike conventional neural networks that employ different activation functions across multiple neuron layers, RBFNNs feature a unique structure that enhances their performance in specific […] The post What are the Radial Basis Functions Neural Networks

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Three Trends Showing How All-Optical Networks Drive Digital Intelligence

CIO Business Intelligence

As a pioneer of innovative F5G/F5G Advanced (F5G-A) solutions, Huawei has continually explored the potential of fiber to build faster, multi-dimensional sensing and more sustainable networks that can meet the demands of industrial developments. We examine three trends that Bob Chen, President of Huawei Optical Business Product Line, shared at Global Optical Summit 2024, to find out what is in and what is out, and how that may shape tomorrow’s optical networks.

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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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Beyond Coding: Why The Human Touch Matters

KDnuggets

The rise of soft skills in 2024 and why you should not neglect them!

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Cómo gestiona la CIO de Pearson la deuda técnica

CIO Business Intelligence

Pearson , una empresa que existe desde la década de 1840, ha sido testigo de importantes cambios en el mundo de la educación y en las expectativas de los clientes. La modernización, por tanto, forma parte de su ADN y, según la CIO Marykay Wells , realizar cambios técnicos en la infraestructura informática de una organización es una disciplina en constante evolución que debe gestionarse meticulosamente.

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Author data integration jobs with an interactive data preparation experience with AWS Glue visual ETL

AWS Big Data

We are excited to announce a new capability of the AWS Glue Studio visual editor that offers a new visual user experience. Now you can author data preparation transformations and edit them with the AWS Glue Studio visual editor. The AWS Glue Studio visual editor is a graphical interface that enables you to create, run, and monitor data integration jobs in AWS Glue.

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7 tendenze per portare in azienda una buona strategia sui dati

CIO Business Intelligence

I CIO di oggi non solo comprendono il valore dei dati, ma sono anche ben consapevoli che attivare un’intelligenza aziendale alimentata da dati di alta qualità porta a decisioni migliori e a operation più efficienti. Tuttavia, la raccolta di informazioni accurate è un processo tutt’altro che statico che richiede, invece, un’attenta pianificazione, l’accesso a fonti rilevanti, e una capacità di gestione forte e flessibile.

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Deliver Mission Critical Insights in Real Time with Data & Analytics

In the fast-moving manufacturing sector, delivering mission-critical data insights to empower your end users or customers can be a challenge. Traditional BI tools can be cumbersome and difficult to integrate - but it doesn't have to be this way. Logi Symphony offers a powerful and user-friendly solution, allowing you to seamlessly embed self-service analytics, generative AI, data visualization, and pixel-perfect reporting directly into your applications.

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How guardrails allow enterprises to deploy safe, effective AI

CIO Business Intelligence

Google has finally fixed its AI recommendation to use non-toxic glue as a solution to cheese sliding off pizza. “Glue, even non-toxic varieties, is not meant for human consumption,” says Google Gemini today. “It can be harmful if ingested. There was a bit of a funny internet meme going around about using glue in pizza sauce, but that’s definitely not a real solution.

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PwC develops solution for automated CSRD reporting

CIO Business Intelligence

PricewaterhouseCoopers (PwC) has long believed that joining the battle against climate change is one of the most significant actions a company can take to benefit society. The multinational professional services leader is hardly alone. At many companies, executives are advocating for comprehensive environmental measures, investors are demanding more sustainable ventures, and customers are increasingly seeking low-carbon products to combat pollution and preserve biodiversity.