David Menninger's Analyst Perspectives

AUGUST 17, 2023

The current market landscape of data and analytics is undergoing rapid evolution, presenting organizations with a wide array of challenges and opportunities. As data sources and warehouses steadily migrate to the cloud, a significant number of organizations still depend on conventional tools. This reliance on legacy systems hinders the seamless accessibility and adoption of analytics and business intelligence within business processes.

Data-driven 130

Data-driven Analytics Business Intelligence Marketing 130

Smart Data Collective

AUGUST 17, 2023

Big data can be used in various industries, including HR. One of the biggest benefits of big data in HR is that it can help bolster employee engagement. As 2023 approaches the final third of its year, the paradigm of workplace happiness is experiencing a deep shift, owing to tremendous changes in work dynamics, employee expectations, and technology breakthroughs.

Data Analytics 77

Data Analytics Big Data Analytics Data-driven 77

AWS Big Data

AUGUST 14, 2023

This post is the first in a series dedicated to the art and science of practical data mesh implementation (for an overview of data mesh, read the original whitepaper The data mesh shift ). The series attempts to bridge the gap between the tenets of data mesh and its real-life implementation by deep-diving into the functional and non-functional capabilities essential to a working operating model, laying out the decisions that need to be made for each capability, and describing the key business an

Management 89

Management Risk Measurement Optimization 89

Analytics Vidhya

AUGUST 18, 2023

Introduction In a world filled with information, PDF documents have become a staple for sharing and preserving valuable data. However, extracting insights from PDFs hasn’t always been straightforward. That’s where “Chat with PDFs” comes to the rescue – an innovative project revolutionising how we interact with PDFs. In this article, we introduce you to the […] The post Chat with PDFs | Empowering Textual Interaction with Python and OpenAI appeared first on Analytics

Interactive 271

Interactive Analytics Modeling 271

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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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

O'Reilly on Data

AUGUST 15, 2023

To follow up on our previous survey about low-code and no-code tools, we decided to run another short survey about tools specifically for software developers—including, but not limited to, GitHub Copilot and ChatGPT. We’re interested in how “developer enablement” tools of all sorts are changing the workplace. Our survey 1 showed that while these tools increased productivity, they aren’t without their costs.

Software 188

Software Reporting Marketing Enterprise 188

CIO Business Intelligence

AUGUST 18, 2023

Digital biomarkers are increasingly playing an important role in improving our understanding of disease and health. Defined as quantifiable and objective behavioral and physiological data collected and measured by digital devices such as implantables, wearables, ingestibles, or portables, digital biomarkers enable pharmaceutical companies to conduct studies remotely without the need for a physical site.

Measurement 98

Measurement Data Quality Visualization Data Collection 98

Analytics Vidhya

AUGUST 12, 2023

The demand for proficient data scientists has been rising in the last few years, but the landscape has transformed with AI. The emphasis has shifted from routine tasks to more complex roles. A solid grasp of the latest data science advancements is now essential for a promising career. Is data science hard? While no learning […] The post Is Data Science Hard?

Data Science 269

Data Science Analytics 269

KDnuggets

AUGUST 16, 2023

LangChain simplifies building AI assistants with large language models, providing an intuitive API, memory capabilities, access to external tools, the ability to chain LLM actions, and prompt templating. Check out our newest cheat sheet to get up and running now.

Modeling 101

Modeling Machine Learning Data Science Analytics 101

CIO Business Intelligence

AUGUST 18, 2023

For organizations seeking a collaborative win-win approach to outsourcing, the Vested sourcing business model is worth consideration. It is the product of nearly 20 years of research at the University of Tennessee, beginning with a deep-dive funded by the United States Air Force on outcome-based outsourcing in 2003. UT’s ongoing research into the world’s most successful outsourcing relationships, including those from Dell’s and the Canadian government , has uncovered five key rules for establish

Measurement 97

Measurement Modeling Risk Management 97

IBM Big Data Hub

AUGUST 17, 2023

As the tournament’s official digital innovation partner, IBM has helped the US Open attract and engage viewers for more than three decades. Year after year, IBM Consulting works with the United States Tennis Association (USTA) to transform massive amounts of data into meaningful insight for tennis fans. This year, the USTA is using watsonx , IBM’s new AI and data platform for business.

Unstructured Data 90

Unstructured Data Statistics Consulting Enterprise 90

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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

Analytics Vidhya

AUGUST 14, 2023

In a captivating clash of wit & technology, hackers test AI algorithms at the DEF CON hacking conference in Las Vegas. With mischievous tricks up their sleeves, they aim to uncover flaws and biases in large language models (LLMs) developed by industry giants like Google, Meta Platforms, and OpenAI. This unprecedented contest, backed by the […] The post Hackers Expose AI Vulnerabilities with Mischievous Tricks at DEF CON appeared first on Analytics Vidhya.

Testing 268

Testing Modeling Technology Analytics 268

AWS Big Data

AUGUST 15, 2023

As customers accelerate their migrations to the cloud and transform their businesses, some find themselves in situations where they have to manage data analytics in a multi-cloud environment, such as acquiring a company that runs on a different cloud provider. Customers who use multi-cloud environments often face challenges in data access and compatibility that can create blockades and slow down productivity.

Recreation/Entertainment 96

Recreation/Entertainment Unstructured Data Business Intelligence Data-driven 96

CIO Business Intelligence

AUGUST 17, 2023

Generative AI is widely regarded as one of the great technology breakthroughs of our time. On the back of thousands of headlines provoked by OpenAI’s ChatGPT, it’s provoked urgent responses from many tech giants and is the theme of, and main topic of discussion at, tech conferences worldwide. But, as with any big new wave, there is a risk of once-promising projects being washed up and there are clear and obvious concerns over governance, quality and security.

Risk 98

Risk Cost-Benefit Strategy Unstructured Data 98

KDnuggets

AUGUST 14, 2023

Vector databases enable fast similarity search and scale across data points. For LLM apps, vector indexes can simplify architecture over full vector databases by attaching vectors to existing storage. Choosing indexes vs databases depends on specialized needs, existing infrastructure, and broader enterprise requirements.

Enterprise 89

Enterprise 89

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Data-driven

Analytics Vidhya

AUGUST 17, 2023

Introduction spaCy is a Python library for Natural Language Processing (NLP). NLP pipelines with spaCy are free and open source. Developers use it to create information extraction and natural language comprehension systems, as in Cython. Use the tool for production, boasting a concise and user-friendly API. If you work with a lot of text, you’ll […] The post Enhancing NLP Pipelines with spaCy appeared first on Analytics Vidhya.

Analytics 268

Analytics IT Deep Learning Modeling 268

AWS Big Data

AUGUST 17, 2023

We recently announced new enhancements to Amazon OpenSearch Serverless that can scan and search source data sizes of up to 6 TB. At launch, OpenSearch Serverless supported searching one or more indexes within a collection, with the total combined size of up to 1 TB. With the support for 6 TB source data, you can now scale up your log analytics, machine learning applications, and ecommerce data more effectively.

Cost-Benefit 91

Cost-Benefit Testing Machine Learning Measurement 91

CIO Business Intelligence

AUGUST 17, 2023

Generative AI has taken the world by storm and is being discussed in C-suites and boardrooms daily. Its power and potential are so significant that governments across the globe are trying to figure out how to regulate it. While this “overnight success” has been decades in the making, we’re just now getting a glimpse of the impact and implications of generative AI and the massive disruption that comes along with it.

Measurement 97

Measurement Risk Testing Technology 97

KDnuggets

AUGUST 18, 2023

"You may also like" is a simple phrase that implies a new era in the way businesses interact and connect with their customers, and graph databases can easily help to build recommendation engines.

Interactive 88

Interactive 88

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

Analytics Vidhya

AUGUST 18, 2023

Introduction The Swin Transformer is a significant innovation in the field of vision transformers. Transformers‘ exceptional performance has been demonstrated in various tasks. Among these transformers, the Swin Transformer stands out as the backbone of computer vision, providing unparalleled flexibility and scalability to meet the demands of modern deep-learning models.

Deep Learning 268

Deep Learning Modeling Analytics IT 268

AWS Big Data

AUGUST 16, 2023

Apache Iceberg is an open table format for large datasets in Amazon Simple Storage Service (Amazon S3) and provides fast query performance over large tables, atomic commits, concurrent writes, and SQL-compatible table evolution. Iceberg has become very popular for its support for ACID transactions in data lakes and features like schema and partition evolution, time travel, and rollback.

Data Lake 89

Data Lake Metadata Snapshot Management 89

CIO Business Intelligence

AUGUST 18, 2023

With four high-performance data centers, including facilities in Cologne, Dusseldorf and two in Hamburg, plusserver is well known for its ability to address the most demanding data sovereignty needs in Germany and throughout Europe – a fact underscored earlier this year when it earned the VMware Sovereign Cloud distinction. The company is also a distinguished participant in the VMware Zero Carbon Committed initiative, an effort plusserver’s CPO Severin Braun says addresses another important comp

Enterprise 96

Enterprise Optimization Measurement Technology 96

KDnuggets

AUGUST 16, 2023

How to Use ChatGPT to Convert Text into a PowerPoint Presentation • Best Python Tools for Building Generative AI Applications Cheat Sheet • Data Scientists Need to Specialize to Survive the Tech Winter • Python Vector Databases and Vector Indexes: Architecting LLM Apps • How To Speed Up SQL Queries Using Indexes [Python Edition]

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88

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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

Analytics Vidhya

AUGUST 17, 2023

Microsoft Azure is taking a giant leap forward in enterprise AI by introducing ChatGPT, now available for preview in Azure OpenAI Service. This groundbreaking advancement allows businesses to run ChatGPT within their network, enhancing work experiences, boosting productivity, and providing a range of powerful capabilities. Here’s a closer look at how Microsoft Azure ChatGPT transforms […] The post Microsoft Azure Launches ChatGPT for Enterprise AI appeared first on Analytics Vidhya.

Enterprise 268

Enterprise Analytics 268

Smart Data Collective

AUGUST 14, 2023

Big data has significantly changed countless industries around the world. The pharmaceutical industry is no exception. One of the biggest ways that big data is changing the pharmaceutical industry is that it is changing the nature of drug regulatory agencies. The changes brought on by big data have already had a huge impact on the pharmaceutical regulatory landscape in Europe and will continue to change the way regulators in other countries operate.

Big Data 76

Big Data Marketing Reporting Manufacturing 76

CIO Business Intelligence

AUGUST 17, 2023

With a deeply penetrated network of ATMs and cash distribution services across India at over 150,000 business commerce points, CMS Info Systems runs India’s omnipresent ATMs across nearly 97% districts. Committed to increasing the velocity of cash in the economy, they also offer other cash management services such as banking automation, card personalization, IoT monitoring solutions, as well as security and analytics to their clients, making them the number one cash management company in the cou

Management 97

Management IoT Digital Transformation Software 97

KDnuggets

AUGUST 15, 2023

Forget ChatGPT, This New AI Assistant Is Leagues Ahead and Will Change the Way You Work Forever • Best Python Tools for Building Generative AI Applications Cheat Sheet • 3 Ways to Access GPT-4 for Free • 5 Python Packages For Geospatial Data Analysis • Time Series Analysis: ARIMA Models in Python

Modeling 81

Modeling 81

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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

Analytics Vidhya

AUGUST 18, 2023

In a move causing ripples across the tech world, OpenAI, the pioneering force in artificial intelligence, has made its inaugural leap into the world of acquisitions. The spotlight shines bright on OpenAI as it acquires digital products company Global Illumination, marking its first known venture into company ownership. Buckle up as we delve into the […] The post OpenAI Takes Over Global Illumination; Celebrates First Company Acquisition appeared first on Analytics Vidhya.

Analytics 267

Analytics IT 267

IBM Big Data Hub

AUGUST 18, 2023

The Digital Operational Resilience Act , or DORA, is a European Union (EU) regulation that created a binding, comprehensive information and communication technology (ICT) risk-management framework for the EU financial sector. DORA establishes technical standards that financial entities and their critical third-party technology service providers must implement in their ICT systems by January 17, 2025.

Cost-Benefit 74

Cost-Benefit Testing Strategy Risk Management 74

CIO Business Intelligence

AUGUST 16, 2023

Ever since OpenAI’s ChatGPT set adoption records last winter, companies of all sizes have been trying to figure out how to put some of that sweet generative AI magic to use. In fact, according to Lucidworks’ global generative AI benchmark study released August 10, 96% of executives and managers involved in AI decision processes are actively prioritizing generative AI investments, and 93% of companies plan to increase their AI spend in the coming year.

Modeling 98

Modeling Enterprise Cost-Benefit Data Science 98

KDnuggets

AUGUST 15, 2023

Devart is excited to extend a special offer to its valued customers on its 26th birthday. From August 15th to August 31st, 2023, you can dive into a world of seamless data connectivity with an incredible 20% discount on their top-notch Data Connectivity tools.

IT 80

IT 80

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