Sat.Apr 15, 2023 - Fri.Apr 21, 2023

article thumbnail

Discovering Data Monetization Opportunities in Financial Services

Cloudera

Data has become an essential driver for new monetization initiatives in the financial services industry. With the vast amount of data collected from customers, transactions, and market movements, among other sources, this abundance offers tremendous potential for financial institutions to extract valuable insights that can inform business decisions, improve customer service, and create new revenue streams.

article thumbnail

Top considerations for data modernization initiatives

CIO Business Intelligence

Most organizations are already well under way with their digital transformation journeys, particularly data modernization. For most companies, the drive for data modernization is attributed to the massive growth of data and a business goal to harness as much data as possible to unlock its potential in transformative ways. Adopting cloud-based solutions is, perhaps, one of the most popular means of modernizing.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

article thumbnail

Data Analytics: The Four Approaches to Analyzing Data and How To Use Them Effectively

KDnuggets

You will learn about descriptive analytics, data warehousing, machine learning, and big data.

article thumbnail

Supervised vs. Unsupervised Machine Learning: Use Cases & Examples

Dataiku

One of the most fundamental concepts to master when getting up to speed with machine learning basics is supervised vs. unsupervised machine learning. This blog post provides a brief rundown, visuals, and a few examples of supervised and unsupervised machine learning to take your ML knowledge to the next level.

article thumbnail

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?

article thumbnail

Why Businesses Should Use Machine Learning in 2023

Analytics Vidhya

Introduction In the words of Nick Bostrom, “Machine learning is the last invention that humanity will ever need to make.” Let’s start etymologically; machine learning (ML) is a subset of artificial intelligence (AI) that trains systems to apply specific solutions rather than providing the solution itself. It learns from previously existing data to detect any […] The post Why Businesses Should Use Machine Learning in 2023 appeared first on Analytics Vidhya.

article thumbnail

What is Data Mesh ?

Octopai

Data mesh is an approach to data architecture that is intentionally distributed, where data is owned and governed by domain-specific teams who treat the data as a product to be consumed by other domain-specific teams. Unified standards and tools for governance, discoverability and access enable a data mesh to function smoothly as an ecosystem. What are the principles behind data mesh architecture?

More Trending

article thumbnail

Journey of a Data Scientist at Deloitte Using Analytics: Overcoming Challenges and Promoting Innovation

Analytics Vidhya

Introduction Are you aware of the challenges that come with a career in Data Science? Meet Anshuman Kumar, a skilled Data Scientist at Deloitte, who has faced and conquered numerous obstacles in his journey. He mitigated from business analytics towards success and became a Data Scientist. Anshuman has developed expertise in the field of data […] The post Journey of a Data Scientist at Deloitte Using Analytics: Overcoming Challenges and Promoting Innovation appeared first on Analytics Vidhy

Analytics 254
article thumbnail

The Role of Data in Understanding Demographics for Effective Marketing

Smart Data Collective

In the past, large data sets about consumers were far more difficult to come by. For small businesses and agencies, this meant being at a significant disadvantage to larger businesses and corporations that could afford to conduct large-scale research. Today, however, this is far from the case and consumer data is more available than it ever has been before.

Marketing 128
article thumbnail

Make Better Decisions with Collaborative Analytics

David Menninger's Analyst Perspectives

In my perspective on decision intelligence , I lamented the fact that business intelligence technologies have left the rest of the exercise to the reader for too long. Making a decision is a process that involves many steps and many people. Decision-making is so complicated and divorced from day-to-day business processes that organizations have had to create entirely separate teams to focus on the analytics and data to support it.

Analytics 306
article thumbnail

A Beginners Guide To The Power Of Area Charts – See Examples, Types & Best Practices 

datapine

Table of Contents 1) What Is An Area Chart? 2) Types Of Area Charts 3) When To Use Area Graphs 4) Area Diagram Best Practices 5) Area Chart Examples It is no secret that the human brain processes visual information way faster than text or numbers. In fact, a study by MIT researchers showed that 90% of the information transmitted to the brain is visual and that humans can identify images seen for as little as 13 milliseconds.

article thumbnail

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.

article thumbnail

Meet AgentGPT, an AI That Can Create Chatbots, Automate Things, and More!

Analytics Vidhya

A fully autonomous AI agent called AgentGPT is gaining popularity in the field of generative AI models. Based on AutoGPT initiatives like ChaosGPT, this tool enables users to specify a name and an objective for the AI to accomplish by breaking it down into smaller tasks. AgentGPT is a no-code, browser-based solution that makes AI […] The post Meet AgentGPT, an AI That Can Create Chatbots, Automate Things, and More!

Modeling 374
article thumbnail

Mastering Generative AI and Prompt Engineering: A Free eBook

KDnuggets

In short, generative AI — and the prompts that power them — are everywhere. But beyond the basics, what do you really know about either? Perhaps you would find a concise, focused ebook on the topics useful.

158
158
article thumbnail

CIO Fletcher Previn on designing the future of work

CIO Business Intelligence

It has been three years since COVID sent us into remote work, and we now find ourselves with a new challenge: employees who have never met in person. The hybrid work paradigm has exposed the importance of getting in front of evolving changes in the way employees will work together in the future, accelerating IT leaders’ need not only to address the impact of hybrid work and sharpen their tech strategies to support it , but also to help shape the future workplace culture, in large part through e

Strategy 140
article thumbnail

How Smart Buildings Use Data to Help Businesses Cut Costs

Smart Data Collective

There are many ways businesses are using big data to make better decisions and operate more efficiently Organizations can use big data to optimize expenses and reduce costs. A modern data infrastructure can help get more value from data by accelerating decision making, simplifying operations, and powering analytics. One of the many ways big data is helping companies operate more cost-effectively is through the construction of smart buildings.

article thumbnail

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.

article thumbnail

Google’s Monopoly Hindered Innovations Like ChatGPT: US Department of Justice

Analytics Vidhya

The US Department of Justice (DOJ) has recently asserted that Google’s monopoly in the tech industry may have delayed the development of innovations like ChatGPT. This statement brings attention to the growing concerns regarding the market dominance of tech giants and the potential repercussions of technological advancements and competition. The DOJ’s Findings on Google’s Monopoly […] The post Google’s Monopoly Hindered Innovations Like ChatGPT: US Department of Jus

Marketing 348
article thumbnail

A Guide to Top Natural Language Processing Libraries

KDnuggets

Natural Language Processing is one of the hottest areas of research. While NLP tasks may seem a bit complicated at first, they can be made easier by using the right tools. This article covers a list of the top 6 NLP Libraries that can save you time and effort.

156
156
article thumbnail

How to succeed as a fractional CIO

CIO Business Intelligence

What is a fractional CIO? Fractional CIOs operate in a sphere that’s significantly different from their traditional, full-time counterparts. A fractional CIO is a technology leader hired on a temporary or part-time basis, explains Peter Kirkwood, corporate strategy leader at management consulting and strategy advisory firm Zinnov. A fractional CIO is typically an experienced IT leader who is external to the enterprise yet acts as an accountable leader and extension of the executive team, says Da

article thumbnail

ISO 20022: Are your payment systems ready?

IBM Big Data Hub

ISO 20022 is a global standard for financial messaging that aims to standardize electronic data interchange between financial institutions. It provides a structured way of exchanging data for financial transactions, including payments, securities and trade services. The International Organization for Standardization (ISO) developed the standard, which is being adopted by countries and financial institutions worldwide.

article thumbnail

Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

article thumbnail

Why Learn No Code Machine Learning in 2023?

Analytics Vidhya

Introduction Technologies like machine learning and artificial intelligence have become the talk of the town because of their applicability across organizations of all sizes and domains; and their ability to automate the most complex tasks. It was only in the reinvention of backpropagation in the mid-1980s that they were deemed successful sheerly because of the […] The post Why Learn No Code Machine Learning in 2023?

article thumbnail

Unveiling the Potential of CTGAN: Harnessing Generative AI for Synthetic Data

KDnuggets

CTGAN and other generative AI models can create synthetic tabular data for ML training, data augmentation, testing, privacy-preserving sharing, and more.

Testing 156
article thumbnail

How TCS is helping to fight financial crime with AI and Microsoft Cloud

CIO Business Intelligence

As consumers embrace ecommerce, digital banking, and online payment applications, the risk of fraud and other financial crimes has increased dramatically. Every new portal and mobile app expand the attack surface and give hackers new opportunities to exploit vulnerabilities. The stakes for financial organizations are growing as well. In 2021, U.S. fraud losses amounted to $5.9 billion, a 436% increase over 2017 levels, according to McKinsey.

article thumbnail

How Does Next-Gen SIEM Prevent Data Overload For Security Analysts?

Smart Data Collective

Understaffed, with their budgets cut, and overworked — why does that describe the state of security operation centers today when businesses need effective protection more than ever? Cyber professionals are facing more hacking threats than ever before, there’s a shortage of skilled cybersecurity professionals and a flood of data that is coming from a large number of protective tools.

article thumbnail

The Ultimate Guide To Data-Driven Construction: Optimize Projects, Reduce Risks, & Boost Innovation

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.

article thumbnail

This is How Experts Predict the Future of AI

Analytics Vidhya

AI has become a teacher, guide, friend and even more to people worldwide. Holding answers to almost every question and the ability to ‘think’, it has astonishingly even passed multiple exams curated to identify the human mindset and thought process. The AI revolution is here! But will it last, or will another human innovation tread […] The post This is How Experts Predict the Future of AI appeared first on Analytics Vidhya.

Analytics 337
article thumbnail

Dolly 2.0: ChatGPT Open Source Alternative for Commercial Use

KDnuggets

Dolly 2.0 was trained on a human-generated dataset of prompts and responses. The training methodology is similar to InstructGPT but with a claimed higher accuracy and lower training costs of less than $30.

145
145
article thumbnail

The power players of retail transformation: IoT, 5G, and AI/ML on Microsoft Cloud

CIO Business Intelligence

Thanks to cloud, Internet of Things (IoT), and 5G technologies, every link in the retail supply chain is becoming more tightly integrated. These technologies are also allowing retailers to capture and gather insights from more and more data – with a big assist from artificial intelligence (AI) and machine learning (ML) technologies – to become more efficient and achieve evolving sustainability goals.

IoT 105
article thumbnail

The Surprising Role of AI in Making PowerPoint Presentations

Smart Data Collective

We have talked extensively about the benefits of using AI technology in marketing. One benefit we haven’t covered has been the use of AI to create amazing PowerPoint presentations. AI Makes it Easier than Ever to Create Amazing PowerPoint Presentations and Convert them to More Usable File Types AI tools such as Designs.ai can help you create beautiful presentation slides and templates that use A.I. technology.

Sales 105
article thumbnail

Launching LLM-Based Products: From Concept to Cash in 90 Days

Speaker: Christophe Louvion, Chief Product & Technology Officer of NRC Health and Tony Karrer, CTO at Aggregage

Christophe Louvion, Chief Product & Technology Officer of NRC Health, is here to take us through how he guided his company's recent experience of getting from concept to launch and sales of products within 90 days. In this exclusive webinar, Christophe will cover key aspects of his journey, including: LLM Development & Quick Wins 🤖 Understand how LLMs differ from traditional software, identifying opportunities for rapid development and deployment.

article thumbnail

DinoV2: Most Advanced Self-Taught Vision Model by Meta

Analytics Vidhya

Meta AI has announced the launch of DinoV2, an open-source, self-supervised learning model. It is a vision transformer model for computer vision tasks, built upon the success of its predecessor, DINO. The innovative model delivers robust performance and does not require fine-tuning, setting it apart from other similar models, such as CLIP. Also Read: Microsoft […] The post DinoV2: Most Advanced Self-Taught Vision Model by Meta appeared first on Analytics Vidhya.

Modeling 337
article thumbnail

A Step-by-Step Guide to Web Scraping with Python and Beautiful Soup

KDnuggets

Learn the basics of Web Scraping and its Python implementation. Also, get to know about the various methods of Beautiful Soup library.

IT 155
article thumbnail

What CIOs need to become better enablers of sustainability

CIO Business Intelligence

Over 90 wildfires ravaged Spain’s Asturias principality in March this year. Though not as cold and wet as northern Europe, March is still the tail end of winter in northwest Spain, a region not typically considered a tinder box. But the climate emergency is steadily changing that. But Spain’s predicament isn’t unique. Across the world, climate change has bitten hard into the economies of tech-centric California, again due to wildfires.

article thumbnail

5 Reasons to Hire a Marketing Agency that Knows Data Analytics

Smart Data Collective

Marketing is becoming more science than art due to digitization. Data-savvy marketers have access to valuable insights into their customers, performance, and opportunities for improvement. Marketing departments that don’t embrace analytics risk being outpaced by competitors and consumer expectations. A recent survey found that 73% of consumers expect marketers to anticipate their needs.

Marketing 105
article thumbnail

Data Modeling for Direct Mail: Boosting Multi-Channel Reach and Response

Speaker: Jesse Simms, VP at Giant Partners

This new, thought-provoking webinar will explore how even incremental efforts and investments in your data can have a tremendous impact on your direct mail and multi-channel marketing campaign results! Industry expert Jesse Simms, VP at Giant Partners, will share real-life case studies and best practices from client direct mail and digital campaigns where data modeling strategies pinpointed audience members, increasing their propensity to respond – and buy.