David Menninger's Analyst Perspectives

FEBRUARY 13, 2024

We’ve been saying for years that natural language processing (NLP) and natural language analytics would greatly expand access to analytics. However, prior to the explosion of generative AI (GenAI), software providers had struggled to bring robust natural language capabilities to market. It required considerable manual effort. Many analytics providers had introduced natural language capabilities, but they didn’t really resonate with enterprise requirements.

Analytics 162

Analytics Software Marketing Enterprise 162

CIO Business Intelligence

FEBRUARY 14, 2024

Generative AI continues to dominate IT projects for many organizations, with two thirds of business leaders telling a Harris Poll they’ve already deployed generative AI tools internally, and IDC predicting spend on gen AI will more than double in 2024. But the usual laundry list of priorities for IT hasn’t gone away. Fundamentals like security, cost control, identity management, container sprawl, data management, and hardware refreshes remain key strategic areas for CIOs to deal with.

IT 143

IT Metadata Data-driven Management 143

KDnuggets

FEBRUARY 14, 2024

If you’ve ever had conversations with data professionals, you’ve probably heard “data lineage” pop up quite a few times. So what is data lineage all about, and why is it important?

IT 150

IT 150

IBM Big Data Hub

FEBRUARY 12, 2024

An evolution of customer experience (CX) was to be expected. Throughout modern history, organizations have encountered internal and external challenges that changed how they interact with customers and how customers view those organizations. Advancements in technology mean customers can order virtually any product and receive it in less than a week.

Data-driven 92

Data-driven Manufacturing Consulting Advertising 92

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Optimization

Analytics Vidhya

FEBRUARY 10, 2024

Introduction Data Science is everywhere in the 21st century and has emerged as an innovative field. But what exactly is Data Science? And why should one consider specializing in it? This blog post aims to answer these questions and more. Data Science is a multidisciplinary field that uses scientific methods, processes, algorithms, and systems to […] The post Top Data Science Specializations for 2024 appeared first on Analytics Vidhya.

Data Science 357

Data Science Analytics IT Machine Learning 357

Smart Data Collective

FEBRUARY 13, 2024

While data analysis may have been reserved for huge corporations with large budgets in the past, today, it’s more accessible than ever before. Whether you’re a one-person operation or the leader of a growing small business, utilizing data analysis is a great way to improve efficiency, boost productivity, and scale to new heights.

Big Data 109

Big Data Data Analytics Analytics 109

Smarten

FEBRUARY 13, 2024

You have decided that your business can benefit from an analytics solution. Now, it is time to convince your executive team, your managers and your users. If you are to gain approval for your initiative, you must take the right approach. In this article, we discuss some of the primary factors you must consider to build and present your initiative to the various audiences within your organization.

Analytics 67

Analytics Cost-Benefit ROI Reporting 67

Cloudera

FEBRUARY 14, 2024

Introduction Apache Iceberg has recently grown in popularity because it adds data warehouse-like capabilities to your data lake making it easier to analyze all your data — structured and unstructured. It offers several benefits such as schema evolution, hidden partitioning, time travel, and more that improve the productivity of data engineers and data analysts.

Optimization 59

Optimization Strategy Snapshot Metadata 59

Timo Elliott

FEBRUARY 15, 2024

I got a chance to try out the Apple Vision Pro at the SAP Paris office yesterday (a real honor, since it’s not going to be commercially available in France until much later this year). Many thanks to Jerome Conin , part of the SAP Mobile Experience team which is working to get the most out of this technology in work environments. SAP and Apple are close partners (we use a lot of Apple products and Apple uses SAP Business Technology Platform for innovation among other things) and so our dev

Enterprise 64

Enterprise Recreation/Entertainment Experimentation Technology 64

Analytics Vidhya

FEBRUARY 15, 2024

Microsoft, in collaboration with OpenAI, has revealed a concerning trend in the realm of cybersecurity: the utilization of generative artificial intelligence (GenAI) by hostile states for offensive cyber operations. Highlighting the involvement of countries such as Iran, North Korea, Russia, and China, Microsoft sheds light on the evolving landscape of cyber warfare.

Analytics 378

Analytics Modeling 378

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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

O'Reilly on Data

FEBRUARY 13, 2024

Since The New York Times sued OpenAI for infringing its copyrights by using Times content for training, everyone involved with AI has been wondering about the consequences. How will this lawsuit play out? And, more importantly, how will the outcome affect the way we train and use large language models? There are two components to this suit. First, it was possible to get ChatGPT to reproduce some Times articles, very close to verbatim.

Publishing 238

Publishing Modeling Data-driven Strategy 238

KDnuggets

FEBRUARY 15, 2024

Simple explanations, no matter what your level is right now.

Modeling 156

Modeling 156

CIO Business Intelligence

FEBRUARY 16, 2024

SAP is reorganizing its AI activities. Philipp Herzig, formerly head of cross-product engineering and experience, now leads a new “end-to-end growth area” focused on AI as the company’s chief artificial intelligence officer (CAIO). Herzig now reports directly to CEO Christian Klein, and will oversee the entire value chain for SAP business AI from research and product development through to implementation at the customer.

Manufacturing 142

Manufacturing Software Sales Reporting 142

Analytics Vidhya

FEBRUARY 13, 2024

As smartphones have become indispensable in our daily lives, concerns about privacy and security risks associated with their usage have intensified. Recently, Google has issued a privacy warning for both Android and iPhone users, shedding light on potential vulnerabilities linked to the utilization of Artificial Intelligence (AI) in smartphone applications.

Risk 332

Risk Analytics 332

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Data-driven

AWS Big Data

FEBRUARY 13, 2024

Monitoring data pipelines in real time is critical for catching issues early and minimizing disruptions. AWS Glue has made this more straightforward with the launch of AWS Glue job observability metrics , which provide valuable insights into your data integration pipelines built on AWS Glue. However, you might need to track key performance indicators across multiple jobs.

Metrics 125

Metrics Dashboards Visualization Key Performance Indicator 125

KDnuggets

FEBRUARY 16, 2024

A Step-by-Step Approach to Unearthing Trends, Outliers, and Insights in your Data.

Data Science 153

Data Science 153

CIO Business Intelligence

FEBRUARY 12, 2024

By Chet Kapoor, Chairman & CEO at DataStax Along with the exciting possibilities of generative AI (genAI), there have been concerns around job (in)security and displacement. Leaders are feeling the pressure to implement genAI quickly and automate as much as possible. Some will see this as an opportunity to “get lean” and reduce headcount. Others will keep the people they have and find new ways to become super efficient.

Machine Learning 140

Machine Learning Measurement Interactive Technology 140

Analytics Vidhya

FEBRUARY 16, 2024

Meta continues its stride towards human-like machine intelligence with the release of the Video Joint Embedding Predictive Architecture (V-JEPA) model. This innovative step aims to enhance machines’ comprehension of the world by analyzing intricate interactions within videos. Moreover, it aligns with the vision of Meta’s VP & Chief AI Scientist, Yann LeCun, to develop advanced […] The post Meta’s V-JEPA: Revolutionizing Video Understanding in AI appeared first on Anal

Interactive 327

Interactive Modeling Analytics IT 327

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

AWS Big Data

FEBRUARY 16, 2024

Many customers are extending their data warehouse capabilities to their data lake with Amazon Redshift. They are looking to further enhance their security posture where they can enforce access policies on their data lakes based on Amazon Simple Storage Service (Amazon S3). Furthermore, they are adopting security models that require access to the data lake through their private networks.

Data Lake 119

Data Lake Data Warehouse Testing Business Objectives 119

KDnuggets

FEBRUARY 16, 2024

Whether you are a beginner or an experienced user, this guide is perfect for familiarizing yourself with basic and advanced command line tools.

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153

CIO Business Intelligence

FEBRUARY 13, 2024

IT leaders are drowning in metrics, with many finding themselves up to their KPIs in a seemingly bottomless pool of measurement tools. The result is wasted time, confusion, and, in some cases, conflicting insights. There are several important metrics that can be used to achieve IT success, says Jonathan Nikols, senior vice president of global enterprise sales for the Americas at Verizon.

Metrics 140

Metrics IT ROI Measurement 140

Analytics Vidhya

FEBRUARY 15, 2024

Introduction A bubble chart is a type of data visualization that displays data points as bubbles on a two-dimensional graph. Each bubble represents a data point, and its size and color can be used to convey additional information. In this article, we will explore the benefits of using bubble charts in data visualization and learn […] The post Bubble Chart in Python appeared first on Analytics Vidhya.

Visualization 326

Visualization Analytics IT 326

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Reporting

AWS Big Data

FEBRUARY 12, 2024

Gupshup is a leading conversational messaging platform, powering over 10 billion messages per month. Across verticals, thousands of large and small businesses in emerging markets use Gupshup to build conversational experiences across marketing, sales, and support. Gupshup’s carrier-grade platform provides a single messaging API for 30+ channels, a rich conversational experience-building tool kit for any use case, and a network of emerging market partnerships across messaging channels, device man

Analytics 119

Analytics Data Warehouse Snapshot Cost-Benefit 119

KDnuggets

FEBRUARY 15, 2024

KDnuggets' latest original cheat sheet covers Jupyter Notebook magic methods. Check it out now and become a notebook magician.

IT 151

IT Machine Learning Data Science Analytics 151

CIO Business Intelligence

FEBRUARY 15, 2024

Four years ago, German multinational Henkel found itself at a crossroads. Like many incumbents in the consumer packaged goods (CPG) industry, Henkel was slow to embrace digital technologies, resulting in a widening disconnect between the 147-year-old company and the changing needs of its customers. As Henkel CDIO Michael Nilles puts it, by 2019, Marc Andreessen’s pronouncement that “software is eating the world” had come true for the CPG sector, and Henkel was at risk of falling behind.

B2B 138

B2B Machine Learning Optimization Software 138

Analytics Vidhya

FEBRUARY 16, 2024

Google continues its stride in AI development with the introduction of Gemini 1.5, the latest iteration in its Gemini family of GenAI models. Following closely on the heels of Gemini 1.0, launched just a few months ago, this new model promises significant enhancements in performance, efficiency, and capabilities. Let’s delve deeper into what Gemini 1.5 […] The post Google Introduces Gemini 1.5: The Next Evolution in AI Models appeared first on Analytics Vidhya.

Modeling 319

Modeling Analytics IT Technology 319

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

IBM Big Data Hub

FEBRUARY 13, 2024

Remember how cool it felt when you first held a smartphone in your hand? The compact design and touch-based interactivity seemed like a leap into the future. Before long, smartphones became a way of life for organizations worldwide because of all they offer for business productivity and communication. Generative AI ( artificial intelligence ) promises a similar leap in productivity and the emergence of new modes of working and creating.

Enterprise 118

Enterprise Testing Modeling Data-driven 118

KDnuggets

FEBRUARY 13, 2024

Want to prepare your tech career for 2024 and onwards? Have a look at O’Reilly’s FREE technology trends report.

Reporting 150

Reporting Technology 150

CIO Business Intelligence

FEBRUARY 16, 2024

“Innovate or die,” Peter Drucker’s 1985 exhortation on the importance of constant reinvention, was great business advice for the last 40 or so years. But things have gotten a little more complicated now, as the large-scale roll-out of generative artificial intelligence (GenAI) has introduced the need for a multidisciplinary approach to innovation. Today, it is not enough just to innovate within one’s own vertical; to truly exploit the power of GenAI to transform workflows and drive competitive a

Strategy 138

Strategy Insurance Digital Transformation Enterprise 138

Analytics Vidhya

FEBRUARY 15, 2024

OpenAI has introduced Sora, an innovative AI model that can generate one-minute videos from simple text prompts. This advancement in AI technology sparks excitement and concerns simultaneously as it demonstrates remarkable capabilities in video generation. Sora’s Impressive Features OpenAI’s latest creation, Sora, stands out for its ability to produce minute-long videos with impressive realism solely […] The post OpenAI Unveils Sora: Text-to-Video AI Model for 1-Minute Videos a

Modeling 319

Modeling Technology Analytics IT 319

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