Thu.Feb 29, 2024

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Data governance in the age of generative AI

AWS Big Data

Data is your generative AI differentiator, and a successful generative AI implementation depends on a robust data strategy incorporating a comprehensive data governance approach. Working with large language models (LLMs) for enterprise use cases requires the implementation of quality and privacy considerations to drive responsible AI. However, enterprise data generated from siloed sources combined with the lack of a data integration strategy creates challenges for provisioning the data for gener

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A-Z About Python Arrays

Analytics Vidhya

Introduction Arrays in Python are data structures that can hold multiple values of the same data type. They provide a way to store and manipulate collections of data efficiently. In this article, we will explore how to work with arrays in Python, including creating arrays, accessing and manipulating array elements, performing array operations, working with […] The post A-Z About Python Arrays appeared first on Analytics Vidhya.

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5 Free Courses to Master Statistics for Data Science

KDnuggets

Want to learn statistics for data science? Check out these free courses to learn essential statistics concepts.

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Adobe Develops Project Music GenAI Control: The Photoshop of Music!

Analytics Vidhya

Adobe has introduced a revolutionary tool, Project Music GenAI Control, marking a significant leap in the realm of music creation and editing. Leveraging generative AI technology, this innovative tool aims to empower users with intuitive controls, allowing them to effortlessly generate and customize music compositions tailored to their preferences. The Evolution of Music Generation AI-powered […] The post Adobe Develops Project Music GenAI Control: The Photoshop of Music!

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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5 Podcasts Every Machine Learning Enthusiast Should Follow

KDnuggets

The podcasts that would improve your ML knowledge.

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EMO AI by Alibaba: An Audio-driven Portrait-video Generation Framework

Analytics Vidhya

After Meta, OpenAI, Microsoft, and Google – Alibaba Group is in the race for AI development to ease human life. Recently, Alibaba Group announced a new AI model, “EMO AI” – The Emote Portrait Alive. The exciting part of this model is that it can animate a single portrait photo and generate videos (talking or […] The post EMO AI by Alibaba: An Audio-driven Portrait-video Generation Framework appeared first on Analytics Vidhya.

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A Comprehensive Guide to Seaborn Jointplots

Analytics Vidhya

Introduction Data visualization is a pivotal aspect of data analysis, offering an intuitive understanding of complex data through graphical representation. Among the various tools available for data visualization in Python, Seaborn’s jointplot stands out for its ability to illustrate the relationship between two variables and their distributions.

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The trick to better answers from generative AI

CIO Business Intelligence

Generative AI offers great potential as an interface for enabling users to query your data in unique ways to receive answers honed for their needs. For example, as query assistants, generative AI tools can help customers better navigate an extensive product knowledge base using a simple question-and-answer format. But before using generative AI to answer questions about your data, it’s important to first evaluate the questions being asked.

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Best Python Tools for Generative AI Development

Analytics Vidhya

Ever wondered which Python tools are essential for creating generative AI applications? Dive into our guide on the best Python tools for Generative AI development. Discover the tools that streamline your AI projects, from powerful APIs to intuitive user interfaces. This article is a handy cheatsheet summarizing these essential tools. Let’s unlock the potential of […] The post Best Python Tools for Generative AI Development appeared first on Analytics Vidhya.

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Captive centers are back. Is DIY offshoring right for you?

CIO Business Intelligence

Captive centers are on the rise. You’d be forgiven if you’re wondering whether you’ve stumbled on an article from 2016 , but, in fact, the practice of launching an offshore IT center wholly owned and operated by the enterprise it serves is back in vogue with notable twists. Everest Group, which monitors 8,500 captive centers around the world, counted 452 new setups in 2023.

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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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Fractal Introduces Kalaido.ai: India’s First Text-to-Image Model

Analytics Vidhya

Fractal, a prominent provider of AI solutions, has made waves with the launch of Kalaido.ai, India’s pioneering text-to-image diffusion model. This innovative tool promises to revolutionize image generation by catering to diverse linguistic needs and offering unmatched efficiency. Also Read: Stability AI Introduces Stable Diffusion 3: Next-Gen Advancements in AI Imagery Kalaido.ai: Breaking New Grounds […] The post Fractal Introduces Kalaido.ai: India’s First Text-to-Image Model appeared f

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By enabling “ask and expert” capabilities, generative AI like Microsoft Copilot will transform manufacturing

CIO Business Intelligence

Manufacturers are increasingly looking to generative AI as a potential solution to these and other challenges. Research from Avanade , a technology expert that specialises in the Microsoft ecosystem and partner solutions, suggests that 92% of manufacturers aim to be AI-first within a year. This is an ambitious target given that just 7% currently use AI on an hourly basis to inform their real-time operations.

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How to Handle NZEC Errors in Python?

Analytics Vidhya

Introduction In the world of programming, especially when dealing with Python on online coding platforms or during programming contests, encountering an NZEC error can be a puzzling experience for many. NZEC, which stands for Non-Zero Exit Code, is an error message that indicates your program has exited with a status code other than zero, which, […] The post How to Handle NZEC Errors in Python?

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Renewable energy in action: Examples and use cases for fueling the future

IBM Big Data Hub

As more countries, companies and individuals seek energy sources beyond fossil fuels, interest in renewable energy continues to rise. In fact, world-wide capacity for energy from solar, wind and other renewable sources increased by 50% in 2023. More than 110 countries at the United Nations’ COP28 climate change conference agreed to triple that capacity by 2030, and global investment in clean energy transition hit a record high of USD 1.8 trillion in 2023.

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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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Wix AI: Build Your Website in Minutes

Analytics Vidhya

Introduction Building a website was a daunting task reserved for professionals or individuals with coding expertise. But today, things are changing, thanks to the emergence of AI website creators. These innovative tools are revolutionizing website creation, making it accessible and efficient for everyone, regardless of technical background. Imagine creating a professional-looking website in minutes without […] The post Wix AI: Build Your Website in Minutes appeared first on Analytics Vidhy

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Think inside the box: Container use cases, examples and applications

IBM Big Data Hub

Container management has come a long way. For decades, managing containerized environments was a relatively simple affair. The modern idea of a computer container originally appeared back in the 1970s, with the concept first being used to help define application code on Unix systems. Modern containerization technology has moved on steadily from those early beginnings, and when companies run containers now, they’re getting a lot more utility for their investment.

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AI and Graph Databases: Enhancing Data Retrieval

Analytics Vidhya

Introduction In the field of modern data management, two innovative technologies have appeared as game-changers: AI-language models and graph databases. AI language models, shown by new products like OpenAI’s GPT series, have changed the landscape of natural language processing. These models possess an unparalleled ability to understand, generate, and analyze human language, making them indispensable […] The post AI and Graph Databases: Enhancing Data Retrieval appeared first on Analytics

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Denodo Recognized as a Leader in Enterprise Data Fabric Evaluation by Independent Analyst Firm

Data Virtualization

Reading Time: 2 minutes I’m delighted that Forrester Research has recognized Denodo as a Leader in The Forrester Wave™: Enterprise Data Fabric report. The 2024 report evaluates Denodo and 14 other data fabric vendors in terms of their current offerings, strategy, and market presence. The post Denodo Recognized as a Leader in Enterprise Data Fabric Evaluation by Independent Analyst Firm appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Inf

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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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Know All About Reflection in Python

Analytics Vidhya

Introduction Reflection is a powerful feature in Python that allows us to examine and modify the structure and behavior of objects at runtime. It allows us to introspect objects, access their attributes and methods, modify their behavior, load modules dynamically, and even create generic functions and classes. This article will explore the importance of reflection […] The post Know All About Reflection in Python appeared first on Analytics Vidhya.

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MES and MOM – A clarification of terms

CONTACT Software

Digitalization in manufacturing Production is one of the most heavily optimized industrial sectors, and for good reason. Avoidable scrap or machine downtimes not only consume time and nerves but, above all, a significant amount of money. To prevent this, companies organize use digital systems to organize and execute their manufacturing processes.

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The Ultimate Generative AI Toolkit to Speed-up your Daily Tasks

Analytics Vidhya

Looking to make your daily tasks easier? Ever wondered how generative AI could help? This is our guide to the ultimate generative AI toolkit. We’ll walk you through simple Generative AI tools that can revolutionize your workflow. Get ready to boost your productivity and streamline your routines with the power of technology! Also Read: 140+ […] The post The Ultimate Generative AI Toolkit to Speed-up your Daily Tasks appeared first on Analytics Vidhya.

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How to Address Churn With Predictive Analytics

Dataiku

In its simplest form: Churn (or attrition) is when customers leave, and companies in nearly every industry have to address it because it has the power to plateau the growth of any businesses even if that business is gaining customers quickly. The most successful companies address it by building predictive models that accurately predict churn; then they take action by building targeted marketing campaigns around preventing it or by making product changes that combat churn.

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Introducing CDEs to Your Enterprise

Explore how enterprises can enhance developer productivity and onboarding by adopting self-hosted Cloud Development Environments (CDEs). This whitepaper highlights the simplicity and flexibility of cloud-based development over traditional setups, demonstrating how large teams can leverage economies of scale to boost efficiency and developer satisfaction.

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Lightricks Introduces LTX Studio: An Innovative AI Tool for Filmmakers

Analytics Vidhya

Lightricks, the Israeli startup celebrated for apps like Facetune and Videoleap, has unveiled its latest innovation: LTX Studio. This revolutionary tool harnesses the power of artificial intelligence to simplify and enhance the filmmaking process, promising to reshape the landscape of content creation. Let’s delve into how this AI filmmaking tool works and its potential impact […] The post Lightricks Introduces LTX Studio: An Innovative AI Tool for Filmmakers appeared first on Analyt

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Empowering the digital-first business professional in the foundation model era 

IBM Big Data Hub

In the fast-paced digital age, business professionals constantly seek innovative ways to streamline processes, enhance productivity and drive growth. Today’s professionals, regardless of their fields, must fluently use advanced artificial intelligence (AI) tools. This is especially important given the application of foundation models and large language models (LLMs) in Open AI’s ChatGPT and IBM’s advances with IBM watsonx ™ Professionals must keep up with rapid technologi

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Alibaba’s EMO AI Brings Portraits to Life with Speech and Song

Analytics Vidhya

Alibaba’s Institute for Intelligent Computing introduces EMO, an innovative AI system revolutionizing video synthesis. By animating static portraits into dynamic talking and singing videos, EMO sets a new standard in AI technology. This article explores the many capabilities of EMO, its technical advancements, and the ethical considerations surrounding its development.

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Excel Flexibility, Streamlined Workflows: Meet Power ON Budget Planner

Jet Global

Budgeting lies at the heart of every organization’s financial strategy. It serves as a roadmap for allocating resources, setting financial goals, and measuring performance. However, managing budgets in large organizations comes with its own set of challenges, often exacerbated by outdated tools and fragmented processes. The 3 Biggest Budget Stumbling Blocks Effective planning, budgeting, and forecasting is a critical exercise that sets the foundation for the month or year ahead and require

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Quantitative Metrics Simplified for Language Model Evaluation

Analytics Vidhya

Introduction Language models are usually trained on extensive amounts of textual data. These models aid in generating natural-sounding responses like humans. Additionally, they can perform various language-related tasks such as translation, text summarization, text generation, answering specific questions, and more. Language models’ evaluation is crucial to validate their performance, quality and to ensure the production […] The post Quantitative Metrics Simplified for Language Model Evalu

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