Analytics Vidhya

SEPTEMBER 25, 2024

Introduction In the current data-focused society, high-dimensional data vectors are now more important than ever for various uses like recommendation systems, image recognition, NLP, and anomaly detection. Efficiently searching through these vectors at scale can be difficult, especially with datasets containing millions or billions of vectors. More advanced indexing techniques are needed as traditional methods […] The post Advanced Vector Indexing Techniques for High-Dimensional Data appea

Analytics 291

Analytics 291

David Menninger's Analyst Perspectives

SEPTEMBER 24, 2024

As I’ve written recently , artificial intelligence governance is a concern for many enterprises. In our recent ISG Market Lens study on generative AI, 39% of participants cited data privacy and security among the biggest inhibitors to adopting AI. Nearly a third (32%) identified performance and quality (e.g., erroneous results), and an equal amount (32%) mentioned legal risk.

Risk 246

Risk Marketing Enterprise Machine Learning 246

KDnuggets

SEPTEMBER 26, 2024

Are you an aspiring data scientist or early in your data science career? If so, you know that you should use your programming, statistics, and machine learning skills—coupled with domain expertise—to use data to answer business questions. To succeed as a data scientist, therefore, becoming proficient in coding is essential. Especially for handling and analyzing.

Data Science 154

Data Science Statistics Machine Learning 154

The Data Visualisation Catalogue

SEPTEMBER 26, 2024

Also known as a Cophylo Plot or Co-phylogeny Plot. A Tanglegram is a visualisation that consists of two Dendrogram trees displayed side-by-side that share the same set of leaves. Connection lines are drawn between these leaves to show the matches between the two trees. As a visualisation method, Tanglegrams are often implemented to compare and display the concordance (similarity of traits) between two datasets of hierarchical clustering.

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Snapshot Data Processing Visualization 93

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.

Optimization

CIO Business Intelligence

SEPTEMBER 26, 2024

Coding assistants have been an obvious early use case in the generative AI gold rush, but promised productivity improvements are falling short of the mark — if they exist at all. Many developers say AI coding assistants make them more productive, but a recent study set forth to measure their output and found no significant gains. Use of GitHub Copilot also introduced 41% more bugs, according to the study from Uplevel, a company providing insights from coding and collaboration data.

Measurement 145

Measurement Software Testing Data-driven 145

Smarten

SEPTEMBER 26, 2024

Analytics Solutions Should Include Key Influencer Analytics! What is Key Influencer Analytics ? Simply put, Key Influencer Analytics is an analytical technique that helps the user analyze and understand the various factors affecting an outcome, what variables impact the metric, and the ranking of those factors. Key Influencer Analytics takes the guesswork out of decisions by clearly illustrating what factors influence success of a pricing strategy, a business location choice, a marketing campaig

Analytics 67

Analytics Metrics Marketing Machine Learning 67

Smart Data Collective

SEPTEMBER 25, 2024

AI technology has led to major breakthroughs in video technology, which can make video chats great for team collaboration.

Technology 106

Technology Marketing 106

Dataiku

SEPTEMBER 25, 2024

This blog post was guest-written by Robin Way , Founder and CEO of Corios, and Austin Barber , VP of Enterprise Sales at Corios. As enterprises face the rise of new technologies that require fast adaptation, the pressure to modernize their analytics infrastructure is mounting. Corios offers a comprehensive solution, allowing organizations to transition their data, workloads, and users from SAS into the Dataiku environment.

Enterprise 52

Enterprise Sales Business Analytics Technology 52

Analytics Vidhya

SEPTEMBER 24, 2024

Introduction Tableau is a powerful and advanced visualization tool. It covers the whole visual development lifecycle. Starting with Tableau Prep Builder, you can effectively clean, transform, and source data under one roof. Tableau Desktop then presents this data to tell a story, while Tableau Server allows you to share these visuals with the intended audience. […] The post How to Integrate Google Gemini into Tableau Dashboards?

Dashboards 319

Dashboards Visualization Analytics IT 319

KDnuggets

SEPTEMBER 27, 2024

Large language models (LLMs) have transformed, and continue to transform, the AI and machine learning landscape, offering powerful tools to improve workflows and boost productivity for a wide array of domains. I work with LLMs a lot, and have tried out all sorts of tools that help take advantage of the models and their potential.

Machine Learning 145

Machine Learning Modeling 145

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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?

Business Intelligence

CIO Business Intelligence

SEPTEMBER 25, 2024

As abruptly as generative AI burst on the scene, so too is the new language that’s come with it. A complete list of AI-related vocabulary would be thousands of entries long, but for the sake of urgent relevance, these are the terms heard most among CIOs, analysts, consultants, and other business executives. Agentic systems An agent is an AI model or software program capable of autonomous decisions or actions.

Cost-Benefit 143

Cost-Benefit Modeling Enterprise Contextual Data 143

David Menninger's Analyst Perspectives

SEPTEMBER 24, 2024

As I’ve written recently , artificial intelligence governance is a concern for many enterprises. In our recent ISG Market Lens study on generative AI, 39% of participants cited data privacy and security among the biggest inhibitors to adopting AI. Nearly a third (32%) identified performance and quality (e.g., erroneous results), and an equal amount (32%) mentioned legal risk.

Testing 130

Testing Modeling Enterprise Risk 130

Analytics Vidhya

SEPTEMBER 26, 2024

Introduction A few months ago, Meta released its AI model, LLaMA 3.1(405 Billion parameters), outperforming OpenAI and other models on different benchmarks. That upgrade was built upon the capabilities of LLaMA 3, introducing improved reasoning, advanced natural language understanding, increased efficiency, and expanded language support. Now, again focusing on its “we believe openness drives innovation […] The post Getting Started With Meta Llama 3.2 appeared first on Analytics Vidhya.

Modeling 290

Modeling Analytics IT 290

KDnuggets

SEPTEMBER 24, 2024

Running Python code directly in your browser is incredibly convenient, eliminating the need for Python environment setup and allowing instant code execution without dependency or hardware concerns. I am a strong advocate of using a cloud-based IDE for working with data, machine learning, and learning Python as a beginner. It helps you learn programming and.

Machine Learning 144

Machine Learning IT 144

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📌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.

Data-driven

CIO Business Intelligence

SEPTEMBER 26, 2024

Perhaps the most exciting aspect of cultivating an AI strategy is choosing use cases to bring to life. This is proving true for generative AI, whose ability to create image, text, and video content from natural language prompts has organizations scrambling to capitalize on the nascent technology. To that end, you IT leaders are grappling with some critical questions as they pursue GenAI application development.

Strategy 140

Strategy Modeling Consulting Sales 140

AWS Big Data

SEPTEMBER 26, 2024

In today’s rapidly evolving digital landscape, enterprises across regulated industries face a critical challenge as they navigate their digital transformation journeys: effectively managing and governing data from legacy systems that are being phased out or replaced. This historical data, often containing valuable insights and subject to stringent regulatory requirements, must be preserved and made accessible to authorized users throughout the organization.

Data Governance 115

Data Governance Enterprise Management Data Lake 115

Analytics Vidhya

SEPTEMBER 26, 2024

Introduction Nvidia launched the latest Small Language Model (SLM) called Nemotron-Mini-4B-Instruct. SLM is the distilled, quantized, fine-tuned version of the larger base model. SLM is primarily developed for speed and on-device deployment.Nemotron-mini-4B is a fine-tuned version of Nvidia Minitron-4B-Base, which was a pruned and distilled version of Nemotron-4 15B.

Modeling 289

Modeling Optimization Analytics 289

KDnuggets

SEPTEMBER 25, 2024

Sponsored Content Once again the conference brings together researchers, professionals, and educators to present and discuss advances in Data and AI across various applications within industry. The Feature Store Summit aims to combine advances in technology and new use cases for managing data for AI. Hosted by Hopsworks, this free online conference.

Data Processing 139

Data Processing Technology Management 139

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.

Marketing

CIO Business Intelligence

SEPTEMBER 26, 2024

Cybersecurity and systemic risk are two sides of the same coin. As we saw recently with the CrowdStrike outage, the interconnected nature of enterprises today brings with it great risk that can have a significant negative effect on any company’s finances. Although it was not a security event, the symptoms and responses all fall into the various categories of the cybersecurity program for any company.

Risk 132

Risk Reporting Digital Transformation Enterprise 132

AWS Big Data

SEPTEMBER 26, 2024

Organizations are collecting and storing vast amounts of structured and unstructured data like reports, whitepapers, and research documents. By consolidating this information, analysts can discover and integrate data from across the organization, creating valuable data products based on a unified dataset. For many organizations, this centralized data store follows a data lake architecture.

Data Lake 113

Data Lake Cost-Benefit Unstructured Data Modeling 113

Analytics Vidhya

SEPTEMBER 27, 2024

RAG is an abbreviation of Retrieval Augmented Generation. Let’s breakdown this term to get a clear overview of what RAG is: R -> Retrieval A -> Augmented G -> Generation So basically, the LLM that we use today is not up to the date. If I ask a question to a LLM let’s say ChatGPT, […] The post 5 Days Roadmap to Learn RAG appeared first on Analytics Vidhya.

Analytics 288

Analytics 288

KDnuggets

SEPTEMBER 27, 2024

While one can argue that Europe’s cautious regulatory approach might hinder innovation and competition in AI compared to more permissive regions like the US and China, the challenge is more nuanced.

Risk 137

Risk Technology 137

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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.

Reporting

CIO Business Intelligence

SEPTEMBER 26, 2024

The retail landscape has undergone massive shifts in recent years to adopt self-checkout systems. But major retailers like Walmart, Target, and Dollar General are starting to phase out self-check in some locations because they’ve contributed to higher rates of shoplifting and inventory loss. But is this the beginning of the end for self-checkouts? Some industry experts believe the pull-back is only temporary, and the future for self-checkout is bright — as soon as new technologies begin to be de

IT 131

IT Manufacturing IoT Cost-Benefit 131

AWS Big Data

SEPTEMBER 27, 2024

Amazon EMR Serverless allows you to run open source big data frameworks such as Apache Spark and Apache Hive without managing clusters and servers. With EMR Serverless, you can run analytics workloads at any scale with automatic scaling that resizes resources in seconds to meet changing data volumes and processing requirements. We have launched job worker metrics in Amazon CloudWatch for EMR Serverless.

Dashboards 111

Dashboards Metrics Testing Optimization 111

Analytics Vidhya

SEPTEMBER 25, 2024

Introduction Imagine being part of a mission to Mars or guiding spacecraft through the far reaches of the solar system. At NASA, the code that powers these scientific breakthroughs and space missions isn’t just ordinary. It’s carefully chosen, tested, and implemented to ensure absolute precision. But have you ever wondered what programming languages power NASA’s […] The post 6 Programming Languages Used by NASA appeared first on Analytics Vidhya.

Testing 288

Testing Analytics 288

KDnuggets

SEPTEMBER 23, 2024

NumPy is a powerful Python library, which supports many mathematical functions that can be applied to multi-dimensional arrays. In this short tutorial, you will learn how to calculate the eigenvalues and eigenvectors of an array using the linear algebra module in NumPy. Calculating the Eigenvalues and Eigenvectors in NumPy In order to explore.

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Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

Business Intelligence

CIO Business Intelligence

SEPTEMBER 26, 2024

Microsoft will end product support and updates for Dynamics GP, its legacy enterprise resource planning (ERP) product for small and medium businesses, on September 30, 2029, the company announced on Tuesday. Security patches will continue to be provided for another 18 months, until April 30, 2031. Customers have had plenty of warnings about the product’s retirement.

Risk 130

Risk Enterprise Strategy Software 130

Smart Data Collective

SEPTEMBER 25, 2024

The growing demand for AI technology has led to new career opportunities for software engineers.

Software 98

Software Technology IT 98

Analytics Vidhya

SEPTEMBER 21, 2024

Introduction Gender detection from facial images is one of the many fascinating applications of computer vision. In this project, we combine OpenCV for confront location and the Roboflow API for gender classification, making a device that identifies faces, checks them, and predicts their gender. We’ll utilize Python, particularly in Google Colab, to type in and run […] The post Mastering Gender Detection with OpenCV and Roboflow in Python appeared first on Analytics Vidhya.

Analytics 287

Analytics Visualization 287

KDnuggets

SEPTEMBER 24, 2024

Healthcare generates a vast amount of unstructured data, including clinical notes, patient messages, and research articles. This data contains valuable insights that can significantly improve patient care, but are difficult to include in traditional modeling techniques due to its unstructured format. Natural language processing (NLP) is a subtype of artificial intelligence that is transforming how.

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Unstructured Data Modeling IT 133

Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network

In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.

Data-driven