Mon.Jul 01, 2024

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What are Logarithms and Exponents in Complexity Analysis?

Analytics Vidhya

Introduction Logarithms and exponents are crucial in evaluating the efficiency of algorithms in computer science. This article discusses these mathematical concepts, detailing their significance in complexity analysis and offering practical examples to demonstrate their applications. Let’s also see and understand how logarithms and exponents impact algorithm performance.

Analytics 219
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Bring Data To The Other 80% Of Business Intelligence Users

Boris Evelson

Many of us remember the old days of enterprise business intelligence (BI) delivery where all requests for new or changed queries, reports, and dashboards had to go through a centralized IT team of BI and data professionals.

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Functional Dependency in DBMS

Analytics Vidhya

Introduction It is important for anybody working in the field of data science to know how databases work. My name is Sabreena. Functional dependency is one of the most basic concepts to understand when it comes to database management. It helps in the design, normalization, and optimization of relational databases, which makes it pivotal for […] The post Functional Dependency in DBMS appeared first on Analytics Vidhya.

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Provider or partner? IT leaders rethink vendor relationships for value

CIO Business Intelligence

Shane McDaniel was nearly a year into a modernization effort when he and his IT team for the City of Seguin, Texas, cut over from the city’s legacy network to the upgraded version. On hand for much of the work that Saturday in June 2019 was the rep from Extreme Networks, a Morrisville, N.C.-headquartered company that McDaniel had selected as the provider on the project.

IT 119
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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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What are Pre-training Methods of Vision Language Models?

Analytics Vidhya

Introduction This article explores Vision Language Models (VLMs) and their advantages over traditional computer vision-based models. It highlights the benefits of multimodal learning, their application in tasks such as image captioning and visual question answering, and the pre-training objectives and protocols of OpenAI’s SimVLM and CLIP. Learning Objectives This article was published as a part […] The post What are Pre-training Methods of Vision Language Models?

Modeling 260
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AI incident reporting shortcomings leave regulatory safety hole

CIO Business Intelligence

Shortcomings in incident reporting are leaving a dangerous gap in the regulation of AI technologies. In other safety-critical industries, such as aviation and medicine, incidents are tracked and investigated but such incident reporting is lacking in the increasingly important are of AI, warns the Centre for Long-Term Resilience (CLTR) , a UK think tank.

Reporting 114

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How smaller businesses can reimagine brand building with generative AI

CIO Business Intelligence

Generating and maintaining awareness is notoriously challenging for small businesses, often working with limited in-house resources and without the budget for external marketing support. In fact, recent research found that 67% of small business founders considered marketing and sales support one of their biggest challenges, with marketing budgets one of the first to see cuts in difficult conditions. 1 But generative AI (genAI) could answer this challenge, unleashing a new wave of creativity for

Sales 113
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How to Build a SQL Agent with CrewAI and Composio?

Analytics Vidhya

Introduction SQL is easily one of the most important languages in the computer world. It serves as the primary means for communicating with relational databases, where most organizations store crucial data. SQL plays a significant role including analyzing complex data, creating data pipelines, and efficiently managing data warehouses. However, writing optimized SQL queries can often […] The post How to Build a SQL Agent with CrewAI and Composio?

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Morgan Stanley’s gen AI launch is about global analysis

CIO Business Intelligence

When Morgan Stanley announced its new generative AI support tools for financial advisors last week, it talked about gaining efficiencies from its notetaking abilities. But those who track the $54 billion financial firm said that its goal is much larger. The announced intent of AI @ Morgan Stanley Debrief, one of a suite of generative AI tools the company is developing for its financial advisors, is to record, transcribe and then summarize key points from the more than 1 million conference calls

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What Are Composite Keys in DBMS?

Analytics Vidhya

Introduction Keys play a crucial role in Database Management Systems (DBMS) like SQL. They ensure data integrity and efficient data retrieval in databases. Among the various types of keys, composite keys are particularly significant in complex database designs. In this article, we will explore what composite keys are, how they work, and how to use […] The post What Are Composite Keys in DBMS?

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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, VP of Engineering at Betterworks, will explore a practical framework to transform Generative AI pr

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The importance of integrating security in planning and implementing SD-WAN

CIO Business Intelligence

The global cyber threat landscape continues to become a concern for organizations, with the number of reported attacks growing consistently. Last year saw a 90% increase in ransomware cases, wherein the victims were publicly extorted. Around 5,000 organizations were affected, twice the number of victims recorded in the previous year. Also, ransomware-as-a-service is a growing problem as cybercriminals use generative AI to aid their attacks.

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Build a Travel Assistant Chatbot with HuggingFace, LangChain, and MistralAI

Analytics Vidhya

Introduction Planning a trip can be challenging these days. With so many choices for flights, hotels, and activities, travelers often find it difficult to pick the best options. Our Yatra Sevak.Ai chatbot is here to help. Imagine having a personal travel assistant at your fingertips someone who can book flights, find great hotels, recommend local […] The post Build a Travel Assistant Chatbot with HuggingFace, LangChain, and MistralAI appeared first on Analytics Vidhya.

Analytics 227
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How small businesses can develop a technology strategy that leverages AI

CIO Business Intelligence

Many small business leaders are still trying to build out an artificial intelligence (AI) strategy to drive efficiencies, supercharge automation and spark creative productivity among their people. What’s clear though, is that these organisations risk being left behind if they aren’t maximising the potential of AI. Analysts expect small businesses to quickly grasp the nettle.

Strategy 102
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Introducing self-managed data sources for Amazon OpenSearch Ingestion

AWS Big Data

Enterprise customers increasingly adopt Amazon OpenSearch Ingestion (OSI) to bring data into Amazon OpenSearch Service for various use cases. These include petabyte-scale log analytics, real-time streaming, security analytics, and searching semi-structured key-value or document data. OSI makes it simple, with straightforward integrations , to ingest data from many AWS services, including Amazon DynamoDB , Amazon Simple Storage Service (Amazon S3), Amazon Managed Streaming for Apache Kafka (Amazo

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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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Morgan Stanley lanza una IA generativa para el análisis global

CIO Business Intelligence

Cuando Morgan Stanley anunció la semana pasada sus nuevas herramientas de apoyo basadas en la inteligencia artificial (IA) generativa para asesores financieros , habló de ganar eficiencia a partir de sus capacidades de toma de notas. Pero quienes siguen la pista de la firma financiera de 54.000 millones de dólares dicen que su objetivo es mucho mayor.

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Leveraging Big Data and AI: How Forex Trading Robots Are Transforming Financial Markets

Smart Data Collective

Big Data & AI in Forex: Discover how trading robots are revolutionizing financial markets and unlocking new strategies for success.

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Empowering teams with people-centric planning

CIO Business Intelligence

We’ve all heard the definition of insanity: doing the same thing repeatedly and expecting a different result. Within that context, the way many teams handle technology planning and funding is, well, let’s just say a little less than sensible. Historically, these efforts have been grounded in a project-focused philosophy. Consequently, over and over again, the same pattern is repeated: Teams across business units make massive investments in time and money to establish a strategic long-term plan,

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Amazon DataZone enhances data discovery with advanced search filtering

AWS Big Data

Amazon DataZone , a fully managed data management service, helps organizations catalog, discover, analyze, share, and govern data between data producers and consumers. We are excited to announce the introduction of advanced search filtering capabilities in the Amazon DataZone business data catalog. With the improved rendering of glossary terms, you can now navigate large sets of terms with ease in an expandable and collapsible hierarchy, reducing the time and effort required to locate specific d

Sales 74
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The Role of Data Products in Maximizing ROI from AI Initiatives

Stuck with stalled AI projects? Data silos and fragmented processes are likely culprits. This IDC report unveils Data Products as the secret weapon. By treating data as a product, organizations can overcome these challenges and unlock the true potential of AI. Learn how a unified data control plane empowers Data Products to deliver trusted, high-quality data for faster insights and improved decision-making.

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Why smaller businesses need AI PCs to make hybrid work a success

CIO Business Intelligence

As hybrid working increasingly becomes the norm, businesses must ensure their digital strategy is enabling high quality collaboration in order to succeed. Recent research found that 9 in 10 organisations globally had embraced hybrid working, with only 14% reporting that employees had returned to the office full time. 1 Yet a recent study suggests only 30% of European employees say they have all the necessary technology to collaborate seamlessly with colleagues. 2 Conditions in the average home o

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Amazon MWAA best practices for managing Python dependencies

AWS Big Data

Customers with data engineers and data scientists are using Amazon Managed Workflows for Apache Airflow (Amazon MWAA) as a central orchestration platform for running data pipelines and machine learning (ML) workloads. To support these pipelines, they often require additional Python packages, such as Apache Airflow Providers. For example, a pipeline may require the Snowflake provider package for interacting with a Snowflake warehouse, or the Kubernetes provider package for provisioning Kubernetes

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El Cuerpo de Marines Estadounidense recurre a la tecnología para renovar su fuerza de combate

CIO Business Intelligence

Garantizar que el Cuerpo de Marines de los Estados Unidos (EE.UU) cuente con el equipamiento adecuado, en plena forma, incluso a medida que evolucionan sus necesidades de combate, no es tarea fácil. Hoy en día, esa operación, llevada a cabo por el Mando de Mantenimiento de los Depósitos de los Marines de EE.UU. (MDMC), está mejor engrasada gracias a una transformación basada en las TI.

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Digital Whiteboards Help Companies Leverage Big Data

Smart Data Collective

Digital Whiteboards: Revolutionize your data strategy with tools that transform big data into actionable insights.

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Using Data & Analytics for Improving Healthcare Innovation and Outcomes

In the rapidly evolving healthcare industry, delivering data insights to end users or customers can be a significant challenge for product managers, product owners, and application team developers. The complexity of healthcare data, the need for real-time analytics, and the demand for user-friendly interfaces can often seem overwhelming. But with Logi Symphony, these challenges become opportunities.

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How small businesses can take advantage of the AI PC productivity surge

CIO Business Intelligence

Often in business we see the recurring phenomenon of the first-mover advantage that comes when organisations pounce on a trend to steal a march on rivals. The opportunity to be an early adopter in AI is here now as new products provide big advantages for those bold enough to commit to change. An example presenting itself today comes with AI PCs. Gartner says worldwide shipments of AI PCs – and generative AI (genAI) smartphones – are projected to total 295 million units by the end of 2024, up fro

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How to Recruit Cybersecurity Experts You Can Trust

Smart Data Collective

Find Trustworthy Cybersecurity Experts: Master the art of recruiting top talent to ensure your organization's safety.

IT 85
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Ibercaja se hace con la plataforma tecnológica de Orange Bank España

CIO Business Intelligence

Ibercaja ha firmado el acuerdo de adquisición de la plataforma tecnológica de Orange Bank España , con el objetivo de impulsar la transformación y el crecimiento del negocio de financiación al consumo. Un movimiento en sintonía con el roadmap presentado recientemente para los próximos tres años ; y es que la hoja de ruta contempla la operación como una de las iniciativas estratégicas para la compañía.

IT 77
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How to Navigate the Filesystem Using Bash

KDnuggets

Let's take a look at how to navigate the Unix/Linux filesystem using bash.

91
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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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What key features underpin best-in-class AI PCs?

CIO Business Intelligence

As businesses seek to leverage AI in all aspects of their operations, it’s vital that IT leaders understand how this transformative moment will impact hardware. CIOs who aren’t actively investigating the possibilities risk being left behind. IDC expects AI PCs will represent nearly 60% of all PC shipments worldwide by 2027. 1 IDC’s Tom Mainelli, group vice president, Devices and Consumer Research, says: “Promises around enhanced user productivity via faster performance, plus lower inferencing co

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Smarten Support Portal Updates – June – 2024!

Smarten

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 Access Rights, Roles and Permissions : AD Integration in Smarten Datasets & Cubes : Cluster & Edit : Find out the frequency of repetition of dimension value combinations – e.g. frequency of combination of bread and butter from sales transactions Visualizations : Grap

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Despite adoption hurdles, healthcare is all-in on Generative AI

CIO Business Intelligence

Generative AI (GenAI) is having a renaissance, but few industries are experiencing this like healthcare. As early adopters, everything from hospital operations and administrative duties, to clinical trials and drug discovery are being impacted by the technology. Despite the rosy outlook, it doesn’t paint the full picture of GenAI in healthcare. The 2024 Generative AI in Healthcare Survey , however, does a better job at that.

Testing 62
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Dataiku: The AI Platform of Choice for CIOs and IT Leaders

Dataiku

Generative AI (GenAI) is shaping up to be one of the greatest technology disruptions impacting business and society in our lifetimes, and enterprises are now firmly engaged in winning the race to materializing concrete outcomes and competitive advantage from these new technologies.

IT 52
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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.