Thu.Jun 13, 2024

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All About Google’s NotebookLM

Analytics Vidhya

Introduction Google’s NotebookLM, an experimental AI-driven notebook, is designed to transform the way we interact with and utilize LLMs. Leveraging advanced language models, NotebookLM aims to help users extract valuable insights from their existing content, providing a virtual research assistant that can summarize facts, explain complex ideas, and generate new connections based on selected sources. […] The post All About Google’s NotebookLM appeared first on Analytics Vidhya.

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Ethics of generative AI: To be innovative, you must first be trustworthy

CIO Business Intelligence

Over the past year, generative AI – artificial intelligence that creates text, audio, and images – has moved from the “interesting concept” stage to the deployment stage for retail, healthcare, finance, and other industries. By generating new content in seconds, identifying patterns in large datasets, automating repetitive tasks, improving customer interactions, and reducing costs, GenAI can improve any company’s bottom line.

Risk 137
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A Comprehensive Guide on Langchain

Analytics Vidhya

Introduction Large language models (LLMs) have revolutionized natural language processing (NLP), enabling various applications, from conversational assistants to content generation and analysis. However, working with LLMs can be challenging, requiring developers to navigate complex prompting, data integration, and memory management tasks. This is where Langchain comes into play, a powerful open-source Python framework designed to […] The post A Comprehensive Guide on Langchain appeared fir

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IT leaders go small for purpose-built AI

CIO Business Intelligence

When adopting AI, sometimes the best direction is to go small. That’s what a number of IT leaders are learning of late, as the AI market and enterprise AI strategies continue to evolve. During the new AI revolution of the past year and a half, many companies have experimented with and developed solutions with large language models (LLMs) such as GPT-4 via Azure OpenAI, while weighing the merits of digital assistants like Microsoft Copilot.

IT 131
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The AI Superhero Approach to Product Management

Speaker: Conrado Morlan

In this engaging and witty talk, we’ll explore how artificial intelligence can transform the daily tasks of product managers into streamlined, efficient processes. Using the lens of a superhero narrative, we’ll uncover how AI can be the ultimate sidekick, aiding in decision-making, enhancing productivity, and boosting innovation. Attendees will leave with practical tools and actionable insights, motivated to embrace AI and leverage its potential in their work. 🦸 🏢 Key objectives:

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25 Ways AI Can Make Your Daily Life Easy

Analytics Vidhya

Introduction Imagine a world where your morning alarm adjusts to traffic conditions, your coffee brews to your exact preference before you even get out of bed, and your commute is planned with the perfect balance of speed and scenic detours. This sci-fi dream is becoming a reality thanks to Artificial Intelligence. AI is here to […] The post 25 Ways AI Can Make Your Daily Life Easy appeared first on Analytics Vidhya.

Analytics 317
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Understanding Data Privacy in the Age of AI

KDnuggets

Data privacy has been a long-standing issue that continues to challenge the data industry. Let’s understand how rapid developments in the world of AI have elevated data privacy concerns.

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Conectividad y ‘edge-to-cloud’, claves de la alianza entre el F.C Barcelona y HPE

CIO Business Intelligence

Tecnología y deporte vuelven a formar un tándem ganador. Y es que el F.C Barcelona y Hewlett Packard Enterprise (HPE) han firmado un acuerdo de patrocinio. En virtud del mismo, HPE se convierte en el nuevo partner oficial edge-to-cloud del Espai Barça. Una alianza estratégica destinada a revolucionar la experiencia de los espectadores en el deporte durante las próximas cuatro temporadas ; es decir, hasta el 30 de junio de 2028.

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Debugging And Testing LLMs in LangSmith

Analytics Vidhya

Introduction With the advancements in Artificial Intelligence, developing and deploying large language model (LLM) applications has become increasingly complex and demanding. To address these challenges, let’s explore LangSmith. LangSmith is a new cutting-edge DevOps platform designed to develop, collaborate, test, deploy, and monitor LLM applications.

Testing 306
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IT spending in the MENA region will grow 5.2% this year

CIO Business Intelligence

The Middle East and North Africa (MENA) region have witnessed a remarkable surge in Information Technology (IT) spending in recent years with, for example, governments and businesses embracing technology’s transformative power to drive growth and innovation. According to Gartner, IT spending in the Middle East and North Africa (MENA) region is forecast to total 193.7 billion USD in 2024, an increase of 5.2% from 2023.

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Understanding DENSE_RANK in SQL

Analytics Vidhya

Introduction When working with databases and analyzing data, ranking records is very important for organizing information based on certain conditions. One ranking function called `DENSE_RANK()` is useful because it assigns ranks to rows without leaving any empty spaces or gaps. This guide explains what `DENSE_RANK()` is, how it operates, and when to use it effectively […] The post Understanding DENSE_RANK in SQL appeared first on Analytics Vidhya.

Analytics 306
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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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Unicaja impulsa su estrategia en la nube con vistas a potenciar la eficiencia operativa y resiliencia

CIO Business Intelligence

Unicaja impulsa su estrategia de nube híbrida de la mano de IBM. Según se ha dado a conocer, el banco de origen malagueño ha adoptado IBM Cloud for Financial Services , diseñada para facilitar a las entidades financieras la incorporación del cloud con el cumplimiento de los requerimientos regulatorios y de seguridad de la industria. Asimism o, con el firme propósito de potenciar su eficiencia operativa y su competitividad, la entidad se ha sumado a la región cloud multizona (MZR) de la tecnológi

Marketing 105
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How to Line Break in Python?

Analytics Vidhya

Introduction For efficient file handling, data processing, and string manipulation in Python, mastering line breaks is a must. You can read and write files, handle data with ease, and format text output by knowing how to control and modify line breaks. This thorough tutorial covers print statements, file operations, string manipulation, and data handling situations […] The post How to Line Break in Python?

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FastAPI Tutorial: Build APIs with Python in Minutes

KDnuggets

Want to build APIs with Python? Learn how to do so using FastAPI with this step-by-step tutorial.

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ROW_NUMBER() Function in SQL

Analytics Vidhya

Introduction Let’s say you have a list of items like a shopping list. The ROW_NUMBER function is similar to appending numbers to the list for each item in the order you jotted them down. This means you can refer to individual entries by their digit instead of going through them again. In SQL, you work […] The post ROW_NUMBER() Function in SQL appeared first on Analytics Vidhya.

Analytics 306
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Entity Resolution: Your Guide to Deciding Whether to Build It or Buy It

Adding high-quality entity resolution capabilities to enterprise applications, services, data fabrics or data pipelines can be daunting and expensive. Organizations often invest millions of dollars and years of effort to achieve subpar results. This guide will walk you through the requirements and challenges of implementing entity resolution. By the end, you'll understand what to look for, the most common mistakes and pitfalls to avoid, and your options.

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Epicor buys PIM vendor Kyklo: it’s more about the data

CIO Business Intelligence

Epicor has acquired Kyklo, a PIM specialty vendor focused on manufacturers and distributors, it said Wednesday. The ERP vendor said that Kyklo’s products would augment its Epicor Commerce offering, helping manufacturers, distributors and sellers to improves product discovery, generate more qualified leads, and modernize the online buying experience.

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Hyperparameter Optimization in Machine Learning Models

Analytics Vidhya

Introduction One of the toughest things about making powerful models in machine learning is fiddling with many levels. Hyperparameter optimization—adjusting those settings to end up with something that’s not horrible—might be the most important part of it all. In this blog post, complete with code snippets, we’ll cover what this means and how to do […] The post Hyperparameter Optimization in Machine Learning Models appeared first on Analytics Vidhya.

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What is a data analyst? A key role for data-driven business decisions

CIO Business Intelligence

What is a data analyst? Data analysts work with data to help their organizations make better business decisions. Using techniques from a range of disciplines, including computer programming, mathematics, and statistics, data analysts draw conclusions from data to describe, predict, and improve business performance. They form the core of any analytics team and tend to be generalists versed in the methods of mathematical and statistical analysis.

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Harnessing the Power of Data in Healthcare, Retail, and Energy Industries

Smart Data Collective

Data mining offers a number of important benefits for companies in the healthcare, energy and retail sectors.

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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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T-Mobile unlocks marketing efficiency with Adobe Workfront

IBM Big Data Hub

With 109 million customers and counting, “uncarrier” T-Mobile is one of the top mobile communications providers in the U.S. The company always puts the customer first, which it achieves by delivering the right experiences and content to the right customers at the right time. But with different sub-brands and business units, T-Mobile’s marketing and content workflows were complex—and often inefficient and disconnected.

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Build a Generative AI Chatbot With Snowflake and Dataiku

Dataiku

Leveraging AI (including Generative AI) to enhance user interactions across various sectors has become essential. Now, imagine a chatbot that not only comprehends user queries but also delivers precise, contextually accurate responses and has the capability to continuously learn and improve. Achieving this level of sophistication in chatbot technology is now possible through the integration of Snowflake and Dataiku tools and innovative capabilities.

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Addressing the Elephant in the Room – Welcome to Today’s Cloudera

Cloudera

Hadoop. The first time that I really became familiar with this term was at Hadoop World in New York City some ten or so years ago. There were thousands of attendees at the event – lining up for book signings and meetings with recruiters to fill the endless job openings for developers experienced with MapReduce and managing Big Data. This was the gold rush of the 21st century, except the gold was data.

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US Air Force seeks generative AI test pilots

CIO Business Intelligence

Proof that even the most rigid of organizations are willing to explore generative AI arrived this week when the US Department of the Air Force (DAF) launched an experimental initiative aimed at Guardians, Airmen, civilian employees, and contractors. To be known as NIPRGPT, it will be part of the Dark Saber software ecosystem developed at the Air Force Research Laboratory (AFRL) Information Directorate in Rome, New York.

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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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Microcontrollers vs. microprocessors: What’s the difference?

IBM Big Data Hub

Microcontroller units (MCUs) and microprocessor units (MPUs) are two kinds of integrated circuits that, while similar in certain ways, are very different in many others. Replacing antiquated multi-component central processing units (CPUs) with separate logic units, these single-chip processors are both extremely valuable in the continued development of computing technology.

IoT 61
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Operationalizing CNAPP: Your key to mature cloud security

CIO Business Intelligence

More and more, we’re seeing businesses shift operations to the cloud. While the pandemic accelerated migration rates as companies sought to better support remote workers, the cloud had been gaining popularity for years thanks to its agility, scalability, and cost-efficiency advantages. Today, 94% of companies around the world use some form of cloud services.

Risk 87
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Exploring the AI Nexus with Matthew Honnibal

Analytics Vidhya

In the latest episode of Leading with Data, we had the pleasure of hosting Matthew Honnibal, the founder of Explosion AI and creator of the widely-used spaCy NLP library. Matthew’s mission is to democratize the development of language technologies, making it accessible beyond those with advanced degrees in the field. With a prolific background in […] The post Exploring the AI Nexus with Matthew Honnibal appeared first on Analytics Vidhya.

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Towa International redefines IT as strategic partner

CIO Business Intelligence

When the opportunity presented itself to redefine Towa International’s IT department as a strategic and cultural partner, company CIO Israel Remuzgo was instrumental to deliver on mapping out the organization’s new technological strategy. After the creation of Towa International in 2020 as part of the acquisition process of Pensa Pharma by Japan-based parent company Towa Pharmaceutical, Remuzgo decided to deconstruct the conception of the IT function, and rebuild it.

IT 102
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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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Bridging the Gap: Democratizing Data for Traditional Users and GenAI Models

Data Virtualization

Reading Time: 3 minutes In this era of data democratization, organizations are aggressively pursuing data self-service initiatives to empower users across departments with seamless access to data. However, many are not factoring in the needs of a new digital stakeholder: generative artificial intelligence (GenAI). The post Bridging the Gap: Democratizing Data for Traditional Users and GenAI Models appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Anal