Thu.Apr 25, 2024

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Optimize data layout by bucketing with Amazon Athena and AWS Glue to accelerate downstream queries

AWS Big Data

In the era of data, organizations are increasingly using data lakes to store and analyze vast amounts of structured and unstructured data. Data lakes provide a centralized repository for data from various sources, enabling organizations to unlock valuable insights and drive data-driven decision-making. However, as data volumes continue to grow, optimizing data layout and organization becomes crucial for efficient querying and analysis.

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Big Tech Giants to Big Dreams, Candidly Catching up with Vijay Karunamurthy

Analytics Vidhya

In this episode of Leading with Data, we delve into the key insights shared by Vijay Karunamurthy, a seasoned AI professional with a rich background in engineering and machine learning. From his pioneering work at YouTube and Apple to his current role as Field Chief Technology Officer at Scale AI, Vijay offers invaluable perspectives on the evolving landscape of artificial […] The post Big Tech Giants to Big Dreams, Candidly Catching up with Vijay Karunamurthy appeared first on Analytics V

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What LinkedIn learned leveraging LLMs for its billion users

CIO Business Intelligence

With more than 1 billion users globally, LinkedIn is continuously bumping against the limits of what is technically feasible in the enterprise today. Few companies operate at the scale that LinkedIn does or have access to similar troves of data. For the business- and employment-focused social media platform, connecting qualified candidates with potential employers to help fill job openings is core business.

IT 75
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GhostFaceNets: Efficient Face Recognition on Edge Devices

Analytics Vidhya

Introduction GhostFaceNets is a revolutionary facial recognition technology that uses affordable operations without compromising accuracy. Inspired by attention-based models, it revolutionizes facial recognition technology. This blog post explores GhostFaceNets through captivating visuals and insightful illustrations, aiming to educate, motivate, and spark creativity.

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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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CIOs eager to scale AI despite difficulty demonstrating ROI, survey finds

CIO Business Intelligence

CIOs rank AI as a top priority alongside cybersecurity for IT departments. However, barriers such as adoption speed and security concerns hinder rapid AI integration, according to a new survey. There is a promising surge in the use of AI technologies across various industries. Of the 750 CIOs around the world surveyed by Lenovo, 81% said they are already leveraging third-party AI Tools or deploying a mix of third-party and proprietary AI.

ROI 69
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Microsoft Phi 3 Mini: The Tiny Model That Runs on Your Phone

Analytics Vidhya

Introduction In the field of artificial intelligence (AI), there’s always been a belief that bigger is better. But Microsoft has just shaken things up with their latest creation, Phi-3-mini. It’s a small AI model that’s turning heads by showing that size isn’t everything. Despite being much smaller than its counterparts, Phi-3-mini can hold its own […] The post Microsoft Phi 3 Mini: The Tiny Model That Runs on Your Phone appeared first on Analytics Vidhya.

Modeling 177

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Top 20+ RAG Interview Questions

Analytics Vidhya

Introduction RAG has been a game-changer in the developing fields of GenAI, Data Science, and AI. Because RAG models let machines produce more accurate, coherent, and consistent language with facts, they transform how humans engage with technology. RAG is bringing the idea of robots that can write unique content, engrossing product descriptions, and news pieces to life. […] The post Top 20+ RAG Interview Questions appeared first on Analytics Vidhya.

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7 End-to-End MLOps Platforms You Must Try in 2024

KDnuggets

List of top MLOPs platforms that will help you with integration, training, tracking, deployment, monitoring, CI/CD, and optimizing the infrastructure.

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Implementing Query2Model: Simplifying Machine Learning

Analytics Vidhya

Introduction Embark on an exciting journey into the world of effortless machine learning with “Query2Model”! This innovative blog introduces a user-friendly interface where complex tasks are simplified into plain language queries. Explore the fusion of natural language processing and advanced AI models, transforming intricate tasks into straightforward conversations.

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Orchestrate an end-to-end ETL pipeline using Amazon S3, AWS Glue, and Amazon Redshift Serverless with Amazon MWAA

AWS Big Data

Amazon Managed Workflows for Apache Airflow (Amazon MWAA) is a managed orchestration service for Apache Airflow that you can use to set up and operate data pipelines in the cloud at scale. Apache Airflow is an open source tool used to programmatically author, schedule, and monitor sequences of processes and tasks, referred to as workflows. With Amazon MWAA, you can use Apache Airflow and Python to create workflows without having to manage the underlying infrastructure for scalability, availabili

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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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Cohere Launches Toolkit to Expedite Generative AI Application Development

Analytics Vidhya

Cohere, a leading figure in AI innovation, has unveiled a new toolkit for enterprise AI. This new toolkit is aimed at speeding up the pace of generative AI application development within the enterprise sphere. It offers developers a comprehensive set of tools and resources to expedite their projects. It further promises to streamline the intricate […] The post Cohere Launches Toolkit to Expedite Generative AI Application Development appeared first on Analytics Vidhya.

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How to Build Tailored Enterprise Chatbots at Scale

Dataiku

Today, every company should be using Generative AI capabilities to complement machine learning techniques, streamline operations, and ultimately work smarter. Chat-based use cases will quickly become the new normal. That means increasingly more demand from the business to develop and deploy these use cases enterprise-wide.

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Flask Application Dockerization: Creating a Docker Image

Analytics Vidhya

Introduction In the fast-paced software development industry, mastering robust application management and smooth deployment is crucial. Docker, a game-changing technology, has revolutionized software distribution, running, and bundles by separating applications from infrastructure, enabling quick software delivery. It improves portability, scalability, and workflow optimization, making it a standard component in current development practices.

Software 167
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DIY cloud cost management: The strategic case for building your own tools

CIO Business Intelligence

Cloud cost management remains a critical CIO priority. With questions around ROI, increasing outlay, and corporate scrutiny on IT cost savings on the rise, CIOs must know not only what contributes to their organization’s overall cloud spend but also how to optimize it. And that’s all before considering the need to fuel new AI initiatives , which can push cloud costs up further.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Convert Blurry Videos to HD with Adobe’s New AI

Analytics Vidhya

Adobe’s latest innovation in AI technology, VideoGigaGAN, promises to revolutionize video upscaling by enhancing resolution without compromising on quality. With its new approach, Adobe aims to address the longstanding challenges of blurry videos. It presents a solution that offers remarkable results in converting blurry videos into HD. Let’s find out more about its features and […] The post Convert Blurry Videos to HD with Adobe’s New AI appeared first on Analytics Vidhya.

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Salesforce debuts Zero Copy Partner Network to ease data integration

CIO Business Intelligence

At Salesforce World Tour NYC today, Salesforce unveiled a new global ecosystem of technology and solution providers geared to help its customers leverage third-party data via secure, bidirectional zero-copy integrations with Salesforce Data Cloud. “The big thing we hear from many of our customers is, ‘I already have data in N number of XYZ data platforms.

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7 Python Libraries Every Data Engineer Should Know

KDnuggets

Interested in switching to data engineering? Here’s a list of Python libraries you’ll find super helpful.

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M&A action is gaining momentum, are your cloud security leaders prepared?

CIO Business Intelligence

As we near the halfway point of the year, organizations are under tremendous pressure to grow businesses across all industries. It’s no secret: bottom lines must rise and 2024 has been earmarked as a pivotal year to revert to growth mode. Many organizations will find an uphill battle here; the previous few years have taken a significant toll. From supply chain issues, layoffs, delayed pipelines, and stalled progress due to pulled focus, we are due for a burst of innovation.

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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Augmented Analytics Must Provide Data Quality and Insight!

Smarten

How Can I Ensure Data Quality and Gain Data Insight Using Augmented Analytics? There are many business issues surrounding the use of data to make decisions. One such issue is the inability of an organization to gather and analyze data. These enterprises will typically focus on building a team of data scientists or business analysts to help with this task OR they might take on an augmented analytics initiative to provide access to data and analytics for their business users.

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Oracle adds AI capabilities to its Fusion Cloud CX

CIO Business Intelligence

Oracle is adding more AI capabilities to its Fusion Cloud CX that provides software for sales, marketing, and service teams across an enterprise, the company announced on Thursday. The new capabilities, based on the company’s OCI Generative AI service , include generative AI -assisted answer generation, assisted scheduling for field service, opportunity quality scoring, and seller engagement recommendations.

B2B 52
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Commerce strategy: Ecommerce is dead, long live ecommerce

IBM Big Data Hub

In today’s dynamic and uncertain landscape, commerce strategy—what we might formerly have referred to as ecommerce strategy—is so much more than it once was. Commerce is a complex journey in which the moment of truth—conversion—takes place. This reality means that every brand in every industry with every business model needs to optimize the commerce experience, and thus the customer experience , to drive conversion rates and revenues.

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10+ Deepfake Videos that You Must Watch in 2024

Analytics Vidhya

Introduction AI won’t kill us, but its footprint on society is concerning. As per AI ethics researcher Sasha Luccioni – with AI advancement, it is now high time for us to focus on the negative impacts of technology. These include AI’s current, tangible impacts, such as its environmental footprint. However, the most pressing concern is […] The post 10+ Deepfake Videos that You Must Watch in 2024 appeared first on Analytics Vidhya.

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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

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AI transforms the IT support experience

IBM Big Data Hub

We know that understanding clients’ technical issues is paramount for delivering effective support service. Enterprises demand prompt and accurate solutions to their technical issues, requiring support teams to possess deep technical knowledge and communicate action plans clearly. Product-embedded or online support tools, such as virtual assistants, can drive more informed and efficient support interactions with client self-service.

IT 52
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Meet Malar, India’s First Autonomous AI Professor

Analytics Vidhya

Two months after Kerala got its first AI teacher, Chennai researchers have developed the country’s first AI Professor! “Malar Teacher,” as she is named, is said to be the world’s first autonomous AI university professor. Malar is fully trained on the complete engineering syllabus of Anna University, ushering in a new era of teaching. This […] The post Meet Malar, India’s First Autonomous AI Professor appeared first on Analytics Vidhya.

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Business process reengineering (BPR) examples

IBM Big Data Hub

Business process reengineering (BPR) is the radical redesign of core business processes to achieve dramatic improvements in performance, efficiency and effectiveness. BPR examples are not one-time projects, but rather examples of a continuous journey of innovation and change focused on optimizing end-to-end processes and eliminating redundancies. The purpose of BPR is to streamline workflows , eliminate unnecessary steps and improve resource utilization.

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Salesforce launches Einstein Copilot for general availability

CIO Business Intelligence

At its World Tour NYC today, Salesforce announced the general availability of Salesforce Einstein Copilot, its conversational AI assistant for CRM. The company first announced Einstein Copilot in September last year, and released Einstein 1 Studio in March as part of its bid to become the platform of choice for building AI assistants for business. Salesforce also unveiled new enhancements to the platform, including “Copilot Actions,” a library of preprogrammed capabilities to help sellers benefi

Sales 64
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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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SOX Compliance Guide

Jet Global

Finance is a complex field, and so are the laws that govern it. With multitudes of regulations surrounding everything from reporting to data security, organizations can quickly become overwhelmed. insightsoftware is here to help. We’ve created a comprehensive guide to the Sarbanes-Oxley Act of 2002, also known as the SOX Act, to help you understand what’s in the act and why it’s important for your organization to have strong access controls and SOX compliant practices.

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FTC’s noncompete decision signals major shifts in IT job market ahead

CIO Business Intelligence

The Federal Trade Commission has voted to prohibit for-profit US employers from enforcing noncompete clauses in employment agreements. The FTC decision is expected to have significant ramifications for the IT talent market. Experts believe that removing restrictive clauses could lead to a more competitive job market, enabling tech professionals to negotiate better conditions and to access a wider pool of better jobs.

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What is Account Reconciliation?

Jet Global

According to the generally accepted accounting principles (GAAP), a set of accounting principles, procedures, and standards that organizations use to compile their financial statements, account reconciliation provides accuracy and consistency in financial accounts. Put another way, reconciliation accounting is an accounting process that compares two sets of financial records to check that the figures are correct and in agreement.