Tue.Dec 12, 2023

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Top 26 Data Science Tools for Data Scientists in 2024

Analytics Vidhya

Introduction The field of data science is evolving rapidly, and staying ahead of the curve requires leveraging the latest and most powerful tools available. In 2024, data scientists have a plethora of options to choose from, catering to various aspects of their work, including programming, big data, AI, visualization, and more. This article explores the […] The post Top 26 Data Science Tools for Data Scientists in 2024 appeared first on Analytics Vidhya.

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Copyright, AI, and Provenance

O'Reilly on Data

Generative AI stretches our current copyright law in unforeseen and uncomfortable ways. In the US, the Copyright Office has issued guidance stating that the output of image-generating AI isn’t copyrightable, unless human creativity has gone into the prompts that generated the output. This ruling in itself raises many questions: how much creativity is needed, and is that the same kind of creativity that an artist exercises with a paintbrush?

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How Do Vector Databases Shape the Future of Generative AI Solutions?

Analytics Vidhya

Introduction In the rapidly evolving landscape of generative AI, the pivotal role of vector databases has become increasingly apparent. This article dives into the dynamic synergy between vector databases and generative AI solutions, exploring how these technological bedrocks are shaping the future of artificial intelligence creativity. Join us on a journey through the intricacies of […] The post How Do Vector Databases Shape the Future of Generative AI Solutions?

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Oracle expands cloud footprint with a second region in Chile

CIO Business Intelligence

Oracle on Wednesday said it is opening a second cloud region in Chile as part of ongoing efforts to expand its global cloud footprint to compete with the larger rivals including AWS, Microsoft, and Google. The second region will be based in the Valparaíso Region alongside the existing region in Santiago, the company said, adding that the new region will bolster its efforts to address business continuity while complying with data residency and sovereignty regulations.

IT 137
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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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Unveiling the Inner Workings: A Deep Dive into BERT’s Attention Mechanism

Analytics Vidhya

Introduction BERT, short for Bidirectional Encoder Representations from Transformers, is a system leveraging the transformer model and unsupervised pre-training for natural language processing. Being pre-trained, BERT learns beforehand through two unsupervised tasks: masked language modeling and sentence prediction. This enables tailoring BERT for specific tasks without starting from scratch.

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The skills and traits of elite CTOs

CIO Business Intelligence

Chief technology officers are key players in the enterprise C-suite, oftentimes working in collaboration with CIOs at the forefront of new and innovative technologies. These executives can help lead their organizations toward increased efficiencies and improved performance through strategic implementation of the right products and services. They are among the most important hires organizations are making today due to the business value that successful technology deployments can bring.

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JLR revs up AI and intelligent automation initiatives

CIO Business Intelligence

Anthony Battle is leaning heavily on AI and IA — artificial intelligence and intelligent automation — to deliver digital transformation at luxury auto maker Jaguar Land Rover. Battle joined JLR as group chief digital and information officer in February 2022, after a long career managing IT for a succession of oil companies. The auto maker, too, was moving away from oil, having announced plans not long before to make the Jaguar range all-electric by 2025, and to offer electric versions of all its

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Controversy Surrounds: Grok Uses OpenAI Code for Training

Analytics Vidhya

Elon Musk’s latest venture is the generative AI-based chatbot Grok. It finds itself amid controversy as allegations emerge, suggesting the use of OpenAI code in its training. This controversy adds a new layer to the complex history involving Elon Musk, OpenAI, and Sam Altman, the current CEO of OpenAI. The Allegations Unveiled Recent claims suggest […] The post Controversy Surrounds: Grok Uses OpenAI Code for Training appeared first on Analytics Vidhya.

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5 Tools to Help Build Your LLM Apps

KDnuggets

Whether you're a seasoned ML engineer or a new LLM developer, these tools will help you get more productive and accelerate the development and deployment of your AI projects.

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Top 10 Large Language Models on Hugging Face

Analytics Vidhya

Introduction Hugging Face has become a treasure trove for natural language processing enthusiasts and developers, offering a diverse collection of pre-trained language models that can be easily integrated into various applications. In the world of Large Language Models (LLMs), Hugging Face stands out as a go-to platform. This article explores the top 10 LLM models […] The post Top 10 Large Language Models on Hugging Face appeared first on Analytics Vidhya.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Dataiku Leads the Pack as 3x AI Partner of the Year in 2023

Dataiku

“If you do something once, people will call it an accident. If you do it twice, they call it a coincidence. But do it a third time, and you've just proven a natural law.” These are the wise words of American computer scientist and mathematician Grace Hopper.

IT 116
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Microsoft Joins Forces with American Labor Unions for AI Workforce Discussion

Analytics Vidhya

Microsoft has recently forged a significant alliance with the American Federation of Labour and Congress of Industrial Organizations to initiate a comprehensive dialogue on the influence of artificial intelligence (AI) on the workforce. This strategic partnership aims to understand, adapt, and regulate the transformative impact of AI, recognizing the crucial role played by workers in […] The post Microsoft Joins Forces with American Labor Unions for AI Workforce Discussion appeared first o

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The art of selling: IT budget approval made easier

CIO Business Intelligence

I first heard the phrase, “Find a need and fill it,” some years ago at an “art of selling” presentation by a super salesman. Why was I at this presentation, you ask? Because as a young CIO, I was struggling with obtaining budget approvals for a range of IT initiatives. Sitting in this selling seminar, my persuasive difficulties with the CEO and CFO became immediately apparent to me.

IT 105
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Orchestrate Amazon EMR Serverless Spark jobs with Amazon MWAA, and data validation using Amazon Athena

AWS Big Data

As data engineering becomes increasingly complex, organizations are looking for new ways to streamline their data processing workflows. Many data engineers today use Apache Airflow to build, schedule, and monitor their data pipelines. However, as the volume of data grows, managing and scaling these pipelines can become a daunting task. Amazon Managed Workflows for Apache Airflow (Amazon MWAA) can help simplify the process of building, running, and managing data pipelines.

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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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Technology and AI

CIO Business Intelligence

Austria’s technology and AI landscape is located in much smaller places than the typical international hubs. The capital of Upper Austria, Linz, is the perfect example. At the core of the Linz AI ecosystem is the Artificial Intelligence Lab at the Linz Institute of Technology (LIT) , where Austrian AI pioneer Sepp Hochreiter and his team conduct research in the field of deep learning, thus facilitating the industrial use of AI.

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Strategies for Optimizing Performance and Costs When Using Large Language Models in the Cloud

KDnuggets

There are many cases where your LLM underperforms and costs you too much in the cloud platform. Simple strategies help you avoid that.

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CIOs need a universal storage layer to manage multicloud complexities…here’s why.

CIO Business Intelligence

CIOs know that the right technology can unlock innovation, and continuous innovation is the pathway for organizations to become standout leaders. To keep up with evolving customer needs and the emerging technologies required to meet them, organizations must constantly adapt and innovate. Increasingly, innovation relies on the key tenets of agility and speed.

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More in store with IBM Storage Virtualize

IBM Big Data Hub

Managing data is difficult. In today’s hybrid cloud environments, data is spread across a large and complex data fabric encompassing on-premise storage and cloud infrastructure. This can lead to data becoming siloed and difficult to manage. With the ever-present threat of cyberattacks, it is more important than ever to ensure you have full visibility over your data storage and a simple way to configure your data for extreme resilience.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.

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Is Your Decision-Making Process Holding You Back?

Aryng

In today’s business environment, the decision-making process is often a critical point of failure, holding back organizations from realizing their full potential. When the issue lies not in the lack of data but in how it’s used – or not used – in decision-making, how can data leaders spotlight this gap and guide the organization […] The post Is Your Decision-Making Process Holding You Back?

IT 52
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Promote resilience and responsible emissions management with the IBM Maximo Application Suite

IBM Big Data Hub

Embracing responsible emissions management can transform how organizations impact the health and profitability of their assets. This opportunity is undeniable. An IBM CEO study , based on interviews with 3,000 CEOs worldwide, reveals that CEOs who successfully integrate sustainability and digital transformation report a higher average operating margin than their peers.

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Digitalization for the High Seas

CONTACT Software

The sun is shining in Hamburg, and the mild autumn air is in motion – even though I am perfectly equipped for rainy weather. In early October, shipbuilders from around the world gather in a conference hotel near the harbor for the CADMATIC Digital Wave Forum.

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Embedded BI Adds Value to Your Products and Services!

Smarten

Embedded BI with Integration APIs Provides the Opportunity for Additional Customer Value and Products! There is a lot of talk about Embedded BI today. Adding business intelligence from within popular enterprise applications can be very valuable and can add productivity for business users with a single sign-on approach that allows the team to access data within a familiar application or software product and use that data to perform analytics, all without engaging another software package.

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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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Federate IAM-based single sign-on to Amazon Redshift role-based access control with Okta

AWS Big Data

Amazon Redshift accelerates your time to insights with fast, easy, and secure cloud data warehousing at scale. Tens of thousands of customers rely on Amazon Redshift to analyze exabytes of data and run complex analytical queries. You can use your preferred SQL clients to analyze your data in an Amazon Redshift data warehouse. Connect seamlessly by leveraging an identity provider (IdP) or single sign-on (SSO) credentials to connect to the Redshift data warehouse to reuse existing user credentials

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GenAI-enabled developers are the architects of the future

CIO Business Intelligence

Artificial intelligence, particularly generative AI, continues to reinvent how we run our businesses and shape the ways people work. With Gartner finding more than 80 percent of enterprises using generative AI application programming interfaces (APIs) or models, and/or deploying generative AI-enabled applications in production environments by 2026, we know there is vast opportunity ahead of us to build the tools and layout the pathways to enable every developer to make an impact.

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Evolution in ETL: How Skipping Transformation Enhances Data Management

KDnuggets

This article provides an overview of two new data preparation techniques that enable data democratization while minimizing transformation burdens.