Thu.Jul 11, 2024

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How to Implement Normalization with SQL?

Analytics Vidhya

Introduction Envision organizing a disorganized garage into a well-lit area where everything is readily available and arranged appropriately. Within the domain of databases, this procedure is referred to as normalization. A database functions better when its data is well structured and clutter-free, just like your garage does when it is kept tidy. Are you eager […] The post How to Implement Normalization with SQL?

Analytics 195
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Seek solutions now to remedy surging cloud costs

CIO Business Intelligence

The complexity within IT infrastructures is increasing, as is the pressure on IT budgets to use available funds as smartly and efficiently as possible. Effective cost management in the cloud is, therefore, becoming increasingly important. Yet many companies still find it difficult to keep an eye on the costs of their cloud deployment and to continuously optimize them.

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Top 10 Platforms to Practice Data Science Skills

Analytics Vidhya

Introduction Data science is one of the professions in high demand nowadays due to the growing focus on analyzing big data. Hypothesis and conclusion-making from data broadly involve technical and non-technical skills in the interdisciplinary field of data science. To be relevant and competitive in this rapidly evolving area, at least specific fundamental data science […] The post Top 10 Platforms to Practice Data Science Skills appeared first on Analytics Vidhya.

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Storage: The unsung hero of AI deployments

CIO Business Intelligence

As enterprises begin to deploy and use AI, many realize they’ll need access to massive computing power and fast networking capabilities, but storage needs may be overlooked. Spinning up a chatbot or adopting an AI assistant aren’t likely to tax most enterprises’ storage capacities, but large AI projects with access to millions of data points may require many terabytes of new storage, potentially costing tens of millions of dollars, some AI and storage experts say.

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Optimizing The Modern Developer Experience with Coder

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

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What are Integrity Constraints in SQL?

Analytics Vidhya

Introduction Imagine you’re the gatekeeper of a society where every resident and visitor must follow certain rules to maintain peace and order. In the world of databases, these rules are known as integrity constraints. Just as a society thrives when everyone abides by its laws, a database remains accurate and consistent when its data adheres […] The post What are Integrity Constraints in SQL?

Analytics 268
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Accuracy concerns slow manufacturers’ Gen AI adoption

CIO Business Intelligence

Manufacturers are implementing generative AI initiatives slower than anticipated due to accuracy concerns, according to a report from Lucidworks. The study surveyed over 2,500 global AI decision-makers and found that 58% of manufacturing leaders plan to increase AI spending in 2024, down from 93% in 2023. Additionally, 44% of manufacturers have concerns about response accuracy, while only 3% are worried about job displacement.

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How top IT leaders create first-mover advantage

CIO Business Intelligence

In a business environment defined by volatility, uncertainty, complexity, and ambiguity (VUCA), the most successful CIOs are more than technology leaders; they’re “chief intentional officers.” These CIOs have the vision, steadiness, and laser-sharp focus to navigate both the promise and the risks of disruptive technologies, positioning their teams and their organizations to gain and sustain an edge.

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A Comprehensive Guide to Building Agentic RAG Systems with LangGraph

Analytics Vidhya

Introduction Retrieval Augmented Generation systems, better known as RAG systems, have quickly become popular for building Generative AI assistants on custom enterprise data. They avoid the hassles of expensive fine-tuning of Large Language Models (LLMs). One of the key advantages of RAG systems is you can easily integrate your data, augment your LLM’s intelligence, and […] The post A Comprehensive Guide to Building Agentic RAG Systems with LangGraph appeared first on Analytics Vidhya.

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AMD buys Silo AI to counter Nvidia

CIO Business Intelligence

AMD turned its AI acquisition dial another notch this week, announcing a deal to buy Europe’s largest private AI lab, Finland’s Silo AI, for $665 million in cash. Last August it bought French AI inference startup Mipsology, with tiny open-source AI compiler outfit Nod.ai following in October. But those were small, tactical acquisitions, part of what AMD described at the time as a $125 million investment in AI.

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Insights on spaCy, Prodigy and Generative AI by Ines Montani

Analytics Vidhya

In our latest episode of the Leading with data, we are thrilled to host Ines Montani, a renowned developer in the field of AI and NLP technology. As the co-founder and CEO of Explosion, and a co-developer of the leading open-source library spaCy and the innovative annotation tool Prodigy, Ines brings a wealth of knowledge […] The post Insights on spaCy, Prodigy and Generative AI by Ines Montani appeared first on Analytics Vidhya.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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10 GitHub Repositories to Master Data Science

KDnuggets

Learn data science through interactive courses, books, guides, code examples, projects, and free courses based on top university curricula. Also, access interview questions and best practices.

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No hay humo blanco: la ‘startup’ xAI de Musk y Oracle no cerrarán el acuerdo de 10.000 millones en servidores

CIO Business Intelligence

Las conversaciones entre la startup de inteligencia artificial (IA) de Elon Musk, xAI, y Oracle para expandir su acuerdo de alquiler de servidores –una ampliación valorada en 10.000 millones de dólares- no han llegado a puerto. El mismo empresario lo confirmó en la red social X después de que el medio The Information diera a conocer la noticia. Ambas compañías estaban negociando ampliar un acuerdo existente mediante el cual xAI alquila 24.000 chips H100 de Nvidia por parte de Oracle para entren

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Data Analytics Proves Benefits of Strategic Domain Use

Smart Data Collective

Data analytics technology has helped us better understand the importance of coming up with strategic domains for online marketing.

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Improve your Amazon OpenSearch Service performance with OpenSearch Optimized Instances

AWS Big Data

Amazon OpenSearch Service introduced the OpenSearch Optimized Instances (OR1) , deliver price-performance improvement over existing instances. The newly introduced OR1 instances are ideally tailored for heavy indexing use cases like log analytics and observability workloads. OR1 instances use a local and a remote store. The local storage utilizes either Amazon Elastic Block Store (Amazon EBS) of type gp3 or io1 volumes , and the remote storage uses Amazon Simple Storage Service (Amazon S3).

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The Cloud Development Environment Adoption Report

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.

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10 Data Analyst Interview Questions to Land a Job in 2024

KDnuggets

Here’s how to ace your data analyst interview and land your first job.

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Protein similarity search using ProtT5-XL-UniRef50 and Amazon OpenSearch Service

AWS Big Data

A protein is a sequence of amino acids that, when chained together, creates a 3D structure. This 3D structure allows the protein to bind to other structures within the body and initiate changes. This binding is core to the working of many drugs. A common workflow within drug discovery is searching for similar proteins, because similar proteins likely have similar properties.

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Xen Project colocation facility shutdown leaves open source OSSTest facing major disruption

CIO Business Intelligence

To developers, OSSTest is an essential automated testing and quality checking system for anyone submitting code to the Xen Project’s open-source hypervisor. But all software runs somewhere. In the Xen Project’s case it’s virtual server infrastructure inside in a featureless colocation datacenter just outside Boston. Unfortunately — extraordinarily even — it seems that this facility can no longer be used because of a “sudden shutdown” as an announcement on the Xen Project website this week expla

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Anomaly Detection in BigQuery: Uncover Hidden Insights and Drive Action

KDnuggets

Let's explore how you can harness BigQuery's capabilities and dive into industry use cases where anomaly detection is making a real difference.

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8 Steps to Transformation at Speed & Scale – Your Guide to Deploying StratOps

📌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.

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Cómo los equipos de plataforma conducen a empresas mejores, más rápidas y más fuertes

CIO Business Intelligence

La modernización se ha convertido en una apuesta segura para las organizaciones, pero la transición a la nube requiere una nueva pila tecnológica. Cada vez más, los líderes de TI están recurriendo a las tecnologías de nube y Kubernetes para ayudar a los desarrolladores y equipos de operaciones a implementar, gestionar y escalar aplicaciones más fácilmente.

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Tips & Tricks to Mastering Data Quality in Dataiku

Dataiku

According to a survey from Dataiku, the number one barrier to getting more ROI from AI is the lack of data quality or the ability to access the right data. And, a more recent survey of 200 IT leaders validated this data, showing that nearly half (45%) say data quality and usability remain the biggest data infrastructure challenge that they face. So how can data teams make sure that the data used to build ML models and analytics projects is trusted, validated, and accurate?

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Los guardarraíles, la clave para implantar una IA segura y eficaz

CIO Business Intelligence

Google finalmente ha corregido su recomendación de inteligencia artificial (IA) de utilizar pegamento no tóxico como solución al queso que se desliza de la pizza. “El pegamento, incluso las variedades no tóxicas, no está destinado al consumo humano”, dice hoy Google Gemini. Puede ser nocivo si se ingiere”. Hubo un meme de internet un poco gracioso sobre el uso de pegamento en la salsa de la pizza, pero eso definitivamente no es una solución real.

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