Wed.Nov 08, 2023

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KOSMOS-2: A Multimodal Large Language Model by Microsoft

Analytics Vidhya

Introduction 2023 has been an AI year, from language models to stable diffusion models. One of the new players that has taken center stage is the KOSMOS-2, developed by Microsoft. It is a multimodal large language model (MLLM) making waves with groundbreaking capabilities in understanding text and images. Developing a language model is one thing, […] The post KOSMOS-2: A Multimodal Large Language Model by Microsoft appeared first on Analytics Vidhya.

Modeling 315
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Why you must extend Zero Trust to public cloud workloads

CIO Business Intelligence

Today, many organizations are embracing the power of the public cloud by shifting their workloads to them. A recent study shows that 98% of IT leaders 1 have adopted a public cloud infrastructure. Additionally, 58% of these organizations use between two and three public clouds, indicating a growing trend toward multi-cloud environments. It is estimated by the end of 2023, 31% of organizations expect to run 75% of their workloads 2 in the cloud. 1 The rapid migration to the public cloud comes wit

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Amazon vs. Alibaba: The Battle of Conversational AI Giants

Analytics Vidhya

In the ever-evolving world of technology, two global giants are set to go head-to-head in the realm of conversational AI. Amazon, the e-commerce behemoth, and Alibaba, the Chinese tech titan, are gearing up to reshape the landscape of AI-powered interactions. In this blog, we’ll delve into the key points surrounding these developments and the implications […] The post Amazon vs.

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Many CIOs are better equipped to combat rising IT costs. Are you?

CIO Business Intelligence

Inflation may have dropped from its high in 2022, but the price pressures on IT budgets have continued unabated. Rising prices have imposed tough challenges on IT budgets, operations and staffing, especially for global organizations with operations in countries where inflation has been running high, such as Poland (10%), India (8%) or Turkey (50%). While inflation challenges have moderated in the US from a high of 9.1% in June, 2022, to 3.7% in September, 2023, the price pressures facing IT have

IT 133
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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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Decoding the Power of Hidden Markov Models

Analytics Vidhya

Introduction Have you ever pondered the mechanics behind your smartphone’s voice recognition or the complexities of weather forecasting? In that case, you may be intrigued to discover the pivotal role played by Hidden Markov Models (HMMs). These mathematical constructs have brought about profound transformations in domains such as speech recognition, natural language processing, and bioinformatics, […] The post Decoding the Power of Hidden Markov Models appeared first on Analytics Vi

Modeling 298
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Long and winding railroad – heading for the cloud

CIO Business Intelligence

On a recent bicycle ride with friends, I was stopped at a railroad crossing waiting for a long freight train. It was an iconic American experience to witness. It allowed me to catch my breath as I counted the 148 railcars, winding their way across the county connecting their freight to the next step on their supply chain journey. I couldn’t help but marvel at the sheer size of the train powered by two engines.

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Principal Financial unifies IT to lay foundation for growth

CIO Business Intelligence

For companies whose business units have traditionally operated independently, centralizing IT operations under one strategy can reap significant benefits — especially when it comes to offering a holistic customer experience and establishing a unified data foundation for leveraging the latest emerging technologies. That’s where EVP and CIO Kathy Kay found herself in coming to Principal Financial Group from PG&E in May 2020 with a desire to lead an aggressive plan to adopt digital technologies

IT 124
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The LLM Revolution: Transforming Language Models

Analytics Vidhya

Introduction The world of language models has undergone a dramatic evolution in the past few years, particularly with the emergence of Large Language Models (LLMs). These models, equipped with billions of parameters and a profound understanding of natural language, have been instrumental in transforming the field of artificial intelligence. Today, we’ll explore this revolution, emphasizing […] The post The LLM Revolution: Transforming Language Models appeared first on Analytics Vidhya.

Modeling 167
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How a tech model at Univeris fosters team building with empathy

CIO Business Intelligence

Founded in 1991 and headquartered in Toronto, Univeris has over $450 billion in assets under administration in 12 countries. And with tech as a central enabler, Manas Khanna, the company’s associate VP of global technology operations, has a complex, dynamic, and ever evolving portfolio to manage, including all aspects of infrastructure and its operations, SaaS site reliability, DevOps, implementing IT cybersecurity measures, and supporting compliance efforts.

Modeling 122
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FDA FSMA: Providing value beyond compliance

IBM Big Data Hub

The supply chain plays a pivotal role in delivering goods and services to both businesses and consumers, serving as the connective thread between industries, nations, communities and all components of the value chain. Our dependence on supply chains is most pronounced in ensuring food supply. However, over the decades, the supply chain has grown longer and increasingly intricate, which means consumers may find themselves more distant from the origin of the products they consume.

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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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The UK AI Safety Summit Was Both A Success And A Missed Opportunity

Martha Bennett

The week beginning October 30, 2023 was a busy week for AI policymakers: On Monday, the US released President Biden’s Executive Order on the Safe, Secure, and Trustworthy Development and Use of Artificial Intelligence, and the G7 announced its agreement on Guiding Principles and a Code of Conduct on Artificial Intelligence.

IT 105
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KDnuggets News, November 8: 5 Simple Steps to Master Python, SQL, Scikit-learn, PyTorch & Google Cloud • SQL for Data Visualization

KDnuggets

This week on KDnuggets: Dive into KDnuggets Back to Basics: Getting Started in 5 Steps series to help you master Python, SQL, Scikit-learn, PyTorch, and Google Cloud Platform. • Unlock the Power of SQL in Data Visualization: Master the Art of Preparing Data for Impactful Charts and Graphs. • And much, much more!

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Building on a year of focus to help IBM Power clients grow with hybrid cloud and AI

IBM Big Data Hub

At the beginning of the year, we laid out a new strategy for IBM Power under the leadership of Ken King, who will be retiring by the end of 2023 after forty years with IBM. It is with immense gratitude that I thank Ken for his leadership not only across IBM Power, but for his service to IBM in various roles spanning IP, strategy and software during his distinguished IBM career.

Strategy 100
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The New Ethical Implications of Generative Artificial Intelligence

KDnuggets

Generative AI's rapid progress necessitates urgent ethical safeguards against data, scale, accountability, copyright, and misinformation risks.

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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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insightsoftware Ranked in 2023 Deloitte Technology Fast 500â„¢ Fastest-Growing Companies in North America for First Time in History

Jet Global

Global hyper-growth company attributes 333% revenue growth to acquisition strategy, consolidating organizational data to round out one of the broadest reporting, analytics, and performance management solution sets available RALEIGH, N.C, ​​Nov. 8, 2023 — insightsoftware today announced it earned No. 382 on the Deloitte Technology Fast 500 , a ranking of the 500 fastest-growing technology, media, telecommunications, life sciences, fintech, and energy tech companies in North America, now in its 29

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Learn How to Design & Deploy Responsible AI Systems

KDnuggets

Learn how to design & deploy responsible AI systems with this white paper from Teradata.

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Attribute-Based Access Control (ABAC) and Global Security Policies in the Denodo Platform

Data Virtualization

Reading Time: 7 minutes Data is one of the most valuable assets for any organization. To protect sensitive information, you need to not only verify the authenticity of the individuals trying to access that data, but also selectively restrict access to data assets that. The post Attribute-Based Access Control (ABAC) and Global Security Policies in the Denodo Platform appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Density Kernel Depth for Outlier Detection in Functional Data

KDnuggets

The Density Kernel Depth (DKD) method provides a nuanced approach to detect outliers in functional data, offering clarity in complex datasets and ensuring data quality. Its application becomes crucial as we navigate increasingly intricate data landscapes.

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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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Attribute-Based Access Control (ABAC) and Global Security Policies in the Denodo Platform

Data Virtualization

Reading Time: 2 minutes Data is one of the most valuable assets for any organization. To protect sensitive information, you need to not only verify the authenticity of the individuals trying to access that data, but also selectively restrict access to data assets that. The post Attribute-Based Access Control (ABAC) and Global Security Policies in the Denodo Platform appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Machine Learning Research, in Practice: LMQL

Dataiku

The gap between research in the machine learning (ML) space and how people actually leverage ML in an enterprise context can be wide. Case in point: large language models (LLMs) and Generative AI. That’s why the Dataiku AI Lab seeks to build a bridge between ML research and practical business applications.

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UX in industrial settings: Intuitive design for enhanced efficiency

CONTACT Software

The city of Würzburg, situated charmingly on the River Main, is renowned not only for its historic old town and first-class wines but also for hosting the “Future of Industrial Usability“ The event gathered experts from all over Germany from October 23 to 24 to discuss the latest developments in user experience (UX) within the … Continue reading "UX in industrial settings: Intuitive design for enhanced efficiency"

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Monitoring Data Quality for Your Big Data Pipelines Made Easy

Analytics Vidhya

Introduction Imagine yourself in command of a sizable cargo ship sailing through hazardous waters. It is your responsibility to deliver precious cargo to its destination safely. Determine success by the precision of your charts, the equipment’s dependability, and your crew’s expertise. A single mistake, glitch, or slip-up could endanger the trip. In the data-driven world […] The post Monitoring Data Quality for Your Big Data Pipelines Made Easy appeared first on Analytics Vidhya.

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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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Implement fine-grained access control in Amazon SageMaker Studio and Amazon EMR using Apache Ranger and Microsoft Active Directory

AWS Big Data

Amazon SageMaker Studio is a fully integrated development environment (IDE) for machine learning (ML) that enables data scientists and developers to perform every step of the ML workflow, from preparing data to building, training, tuning, and deploying models. SageMaker Studio comes with built-in integration with Amazon EMR , enabling data scientists to interactively prepare data at petabyte scale using frameworks such as Apache Spark, Hive, and Presto right from SageMaker Studio notebooks.

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Career Transition to Tech and Supporting Women in Tech: TDI 37

Data Science 101

Threads Dev Interviews I am finding developers on Threads and interviewing them, right on Threads. You are welcome to follow along and let me know on Threads if you would like to be interviewed. Note: The views in these interviews are personal views and do not represent the interviewee’s employer. “Being able to understand both the technical and business sides of a program is my sweet spot, and I really love working with people across the organization to push initiatives forward.R

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How Gilead used Amazon Redshift to quickly and cost-effectively load third-party medical claims data

AWS Big Data

This post was co-written with Rajiv Arora, Director of Data Science Platform at Gilead Life Sciences. Gilead Sciences, Inc. is a biopharmaceutical company committed to advancing innovative medicines to prevent and treat life-threatening diseases, including HIV, viral hepatitis, inflammation, and cancer. A leader in virology, Gilead historically relied on these drugs for growth but now through strategic investments, Gilead is expanding and increasing their focus in oncology, having acquired Kite

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AI assistants optimize automation with API-based agents

IBM Big Data Hub

Generative AI-powered assistants are transforming businesses through intelligent conversational interfaces. Capable of understanding and generating human-like responses and content, these assistants are revolutionizing the way humans and machines collaborate. Large Language Models (LLMs) are at the heart of this new disruption. LLMs are trained on vast amounts of data and can be used across endless applications.

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Embedding BI: Architectural Considerations and Technical Requirements

While data platforms, artificial intelligence (AI), machine learning (ML), and programming platforms have evolved to leverage big data and streaming data, the front-end user experience has not kept up. Holding onto old BI technology while everything else moves forward is holding back organizations. Traditional Business Intelligence (BI) aren’t built for modern data platforms and don’t work on modern architectures.

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Real-time streaming data top picks you cannot miss at AWS re:Invent 2023

AWS Big Data

Save the date: AWS re:Invent 2023 is happening from November 27 to December 1 in Las Vegas, and you cannot miss it. re:Invent is a learning conference organized by AWS for the global cloud computing community. It’s a great opportunity to come together with cloud enthusiasts from around the world to hear about the latest cloud industry innovations, meet with AWS experts, have fun, and build connections.