Analytics Vidhya

MARCH 21, 2023

Introduction As AI continues to revolutionize our daily lives, its reliability and security become increasingly concerning. The recent issue of ChatGPT’s user history being unavailable for most users is a stark reminder of these concerns. In this blog post, we’ll explore the implications of this incident and what it means for the future of AI-powered […] The post ChatGPT User History Vanishes: A Wake-Up Call on Privacy and AI Reliability appeared first on Analytics Vidhya.

Analytics 277

Analytics IT 277

KDnuggets

MARCH 23, 2023

This article highlights the significance of ensuring high-quality data and presents six key dimensions for measuring it. These dimensions include Completeness, Consistency, Integrity, Timelessness, Uniqueness, and Validity.

Data Quality 93

Data Quality Measurement IT 93

Rocket-Powered Data Science

MARCH 20, 2023

We live in a data-rich, insights-rich, and content-rich world. Data collections are the ones and zeroes that encode the actionable insights (patterns, trends, relationships) that we seek to extract from our data through machine learning and data science. The insights are used to produce informative content for stakeholders (decision-makers, business users, and clients).

Data Warehouse 255

Data Warehouse Metadata Data-driven Digital Transformation 255

O'Reilly on Data

MARCH 23, 2023

ChatGPT, or something built on ChatGPT, or something that’s like ChatGPT, has been in the news almost constantly since ChatGPT was opened to the public in November 2022. What is it, how does it work, what can it do, and what are the risks of using it? A quick scan of the web will show you lots of things that ChatGPT can do. Many of these are unsurprising: you can ask it to write a letter, you can ask it to make up a story, you can ask it to write descriptive entries for products in a catalog.

IT 225

IT Modeling Data-driven Testing 225

Advertiser: Data Robot

Generative AI is taking the world by storm, but the questions that all CEOs, data leaders, and AI leaders are being asked are: What are we going to do about it, and what is our plan? The business and creative possibilities are practically limitless with generative AI. From productivity gains to finding new routes to revenue generation, generative AI is going to radically transform how we work.

Technology

Analytics Vidhya

MARCH 23, 2023

Introduction Data visualization (DV) plays a crucial role in analyzing and interpreting data. It helps to identify patterns, trends, and relationships in large and complex datasets, making it easier to communicate insights and findings to a broader audience. With the growing importance of data science and machine learning, data analysis holds a special place in […] The post Creating Interactive and Animated Charts with ipyvizzu appeared first on Analytics Vidhya.

Interactive 328

Interactive Data Science Machine Learning Visualization 328

datapine

MARCH 21, 2023

Table of Contents 1) What Are Column Charts & Graphs? 2) Pros & Cons Of Column Charts 3) When To Use A Column Graph 4) Types Of Column Charts 5) Column Graphs & Charts Best Practices 6) Column Chart Examples Data visualization has been a part of our lives for many many years now. Even if you don’t work with data in your day-to-day job, you have most likely encountered graphs and charts at some point in your life.

Visualization 173

Visualization Analytics Dashboards Sales 173

Phocas

MARCH 21, 2023

It's our customers and employees who are the driving force behind everything we do. We are excited to share that Phocas has been recognized as a leader in the Budgeting and Forecasting software category in Software Advice's 2023 FrontRunners Awards. This achievement holds great meaning for us as it highlights the successes our customers have experienced using our software.

Forecasting 130

Forecasting Software Reporting IT 130

Analytics Vidhya

MARCH 24, 2023

The world of artificial intelligence and natural language processing is continuously evolving, with innovative language models being developed to better understand and interact with human language. Two such language models are Baidu’s Ernie Bot and OpenAI’s ChatGPT. In this blog post, we’ll delve into the similarities, differences, and potential use cases of these two powerful […] The post Ernie Bot vs.

Modeling 317

Modeling Analytics Interactive 317

CIO Business Intelligence

MARCH 24, 2023

Data governance definition Data governance is a system for defining who within an organization has authority and control over data assets and how those data assets may be used. It encompasses the people, processes, and technologies required to manage and protect data assets. The Data Governance Institute defines it as “a system of decision rights and accountabilities for information-related processes, executed according to agreed-upon models which describe who can take what actions with what inf

Data Governance 142

Data Governance Management Metadata Data Quality 142

David Menninger's Analyst Perspectives

MARCH 23, 2023

Organizations are continuously searching for new business opportunities hidden in their data. They are using various technologies including artificial intelligence and machine learning (AI/ML) to uncover granular insights that can support decision-making. Existing tools and dashboards are effective for observing standard metrics; however, they do not address follow-up questions, such as why things are happening or how those events impact performance.

Machine Learning 130

Machine Learning Dashboards Big Data Analytics 130

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Getting off of Hadoop is a critical objective for organizations, with data executives well aware of the significant benefits of doing so. The problem is, there are few options available that minimize the risk to the business during the migration process and that’s one of the reasons why many organizations are still using Hadoop today. By migrating to the data lakehouse, you can get immediate benefits from day one using Dremio’s phased migration approach.

Risk

KDnuggets

MARCH 21, 2023

The first part covers the list of Programming, Web scraping, Statistics & Probability, Data Analytics, SQL, and Business Intelligence free courses.

Data Science 145

Data Science Data Analytics Business Intelligence Statistics 145

Analytics Vidhya

MARCH 22, 2023

Introduction If you are a Data Scientist or MLOps Engineer, at some point, you would have faced problems tracking code, data, and models for different versions of the same task while collaborating with fellow members. To reduce the complexity revolving around MLOps, ClearML, an end-to-end MLOps platform, can be utilized for these purposes, facilitating easy […] The post Tutorial on MNIST Digit Classification Using ClearML appeared first on Analytics Vidhya.

Analytics 308

Analytics Modeling Machine Learning 308

CIO Business Intelligence

MARCH 21, 2023

The cloud has changed the IT and business worlds forever, and generally for the better. But when misused or abused the cloud can backfire, leading to a serious business setback or, in a worst-case situation, long-term competitive damage. Ensuing proper cloud use is essential in today’s high-stakes, fast-paced business environment. Learn from the following 10 mistakes, and do your best not to repeat them. 1.

Enterprise 130

Enterprise Consulting Risk Software 130

Smart Data Collective

MARCH 19, 2023

Many different industries are growing due to the proliferation of big data. The dropshipping industry is among them. Paul Glen of IBM’s Business Analytics wrote an article titled “ The Role of Predictive Analytics in the Dropshipping Industry.” Glen shares some very important insights on the benefits of utilizing predictive analytics to optimize a dropshipping commpany.

Predictive Analytics 128

Predictive Analytics Analytics Analytics Technologies Manufacturing 128

Speaker: William Hord, Senior VP of Risk & Professional Services

Enterprise Risk Management (ERM) is critical for industry growth in today’s fast-paced and ever-changing risk landscape. When building your ERM program foundation, you need to answer questions like: Do we have robust board and management support? Do we understand and articulate our bank’s risk appetite and how that impacts our business units? How are we measuring and rating our risk impact, likelihood, and controls to mitigate our risk?

Risk

KDnuggets

MARCH 23, 2023

Machine learning is the key driver of innovation and progress but finding the right resources to learn can be a tiring process. Save time searching aimlessly, and take advantage of our curated list of the top 15 YouTube channels to jumpstart your journey.

Machine Learning 113

Machine Learning 113

Analytics Vidhya

MARCH 23, 2023

In a world where artificial intelligence (AI) continues transforming industries, privacy concerns are increasingly becoming a hot topic. The recent revelation that an AI known as ‘Bard’ has been trained with users’ Gmail data has sparked widespread debate amongst the masses. People now question the ethical implications of this practice and worry about the security […] The post The Controversy of AI Training With Personal Data: A Deep Dive Into Bard’s Use of Gmail ap

Analytics 305

Analytics Big Data Modeling Technology 305

CIO Business Intelligence

MARCH 22, 2023

“Life can only be understood backwards but it must be lived forwards,” wrote Danish philosopher Søren Kierkegaard. That’s true, but what if by some stroke of magic we could go back in time and give a pep talk to our younger selves. What would we say? To provide some indirect counsel for first-time CIOs, we asked IT leaders to have a quiet word with their younger selves when they first took on a senior IT leadership role.

Technology 111

Technology Finance Risk Consulting 111

Smart Data Collective

MARCH 23, 2023

Artificial intelligence is the latest trend shaping the omnichannel experience for customers in many retail outlets. One of the biggest trends pertains to personalization. The Forbes Research Council wrote an article in October citing research showing that 71% of customers now expect a personalized experience. The article makes the point that AI is key to meeting that expectation.

Marketing 119

Marketing Data-driven Machine Learning Strategy 119

Advertiser: ZoomInfo

When economic headwinds pick up, sales leaders are the first to sound the alarm — and chart a new course. Longer sales cycles, larger buying committees, increased price pressure, and smaller teams can quickly combine to reduce your margin for error and increase the urgency to find a solution. To thrive in a challenging environment, sales teams need a rock-solid grasp of the fundamentals and the biggest force-multipliers they can get their hands on.

B2B

KDnuggets

MARCH 22, 2023

SQL and Python Interview Questions for Data Analysts • 5 SQL Visualization Tools for Data Engineers • 5 Free Tools For Detecting ChatGPT, GPT3, and GPT2 • Top Free Resources To Learn ChatGPT • Free TensorFlow 2.

Visualization 112

Visualization 112

Analytics Vidhya

MARCH 23, 2023

The recent incident of ChatGPT, an advanced AI language model by OpenAI, inadvertently leaking user chat titles has raised concerns about user privacy and data protection in AI-driven platforms. This blog post will delve into the incident, its implications, and the essential steps required to ensure user privacy and trust in the age of AI. […] The post Navigating Privacy Concerns: The ChatGPT User Chat Titles Leak Explained appeared first on Analytics Vidhya.

Data-driven 298

Data-driven Analytics Modeling IT 298

CIO Business Intelligence

MARCH 24, 2023

Companies across nearly every vertical are finding a transformational lifeline in industry clouds. Swiss biopharmaceutical Idorsia is one such company, having embraced a partnership with industry cloud provider Veeva to survive. In June 2017, Idorsia had a lot on its plate, namely a new company to stand up, with 650 scientists and employees, a robust discovery pipeline, early-stage clinical assets, and plans to launch commercial products within five years.

Enterprise 110

Enterprise Consulting Machine Learning Technology 110

Smart Data Collective

MARCH 23, 2023

You have probably read a lot about the major changes brought on by AI technology in recent months. Many people have called 2023 “the year of AI.” Every day we hear new stories about miraculous breakthroughs caused by ChatGPT and other AI applications. For example, ChatGPT recently The Independent said that the technology is starting to show signs that it can think like humans.

Software 114

Software Strategy Cost-Benefit Testing 114

Advertiser: Data Robot

As enterprises evolve their AI from pilot programs to an integral part of their tech strategy, the scope of AI expands from core data science teams to business, software development, enterprise architecture, and IT ops teams. Enterprises need a platform that can make broader AI teams more productive, implementing more complex use cases and harnessing the fast pace of new AI technologies.

Data Science

AWS Big Data

MARCH 22, 2023

Amazon QuickSight is cloud-native, scalable business intelligence (BI) service that supports identity federation. AWS Identity and Access Management (IAM) allows organizations to use the identities managed in their enterprise identity provider (IdP) and federate single sign-on (SSO) to QuickSight. As more organizations are building centralized user identity stores with all their applications, including on-premises apps, third-party apps, and applications on AWS, they need a solution to automate

Metadata 98

Metadata Management Enterprise Data-driven 98

Analytics Vidhya

MARCH 22, 2023

Introduction Source: App Inventiv Like other industries, 2020 (the COVID-19 pandemic) was a rough patch for the insurance industry. But even then, the phase proved to be a turning point that reinforced the importance of technology, especially Machine Learning and Artificial Intelligence. Here are some of the numbers that support this claim: The Willis Towers […] The post Applications of Machine Learning and AI in Insurance in 2023 appeared first on Analytics Vidhya.

Machine Learning 297

Machine Learning Insurance Analytics Technology 297

CIO Business Intelligence

MARCH 21, 2023

Multi-cloud environments offer significant business benefits from increasing agility to improving efficiency. The challenge, however, is that each cloud sits in an isolated silo with its own development and operating model, taxonomy, services, APIs and management tools. This lack of consistency across clouds forces companies to manage their multi-cloud environments through a patchwork of off-the-shelf, custom-built and native cloud service provider tools, which often require specialized develope

Modeling 111

Modeling Interactive Management Risk 111

Smart Data Collective

MARCH 19, 2023

We have seen some massive changes with AI technology in the past year, especially in the field of marketing. While we have talked about advances in AI for years on this blog, the rest of the world is finally coming to grips with the extent of the AI revolution. This past week, a growing number of people have talked about the changes that ChatGPT 4 is brining to our lives.

Marketing 111

Marketing Analytics Data-driven Optimization 111

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Dashboard design can mean the difference between users excitedly embracing your product or ignoring it altogether. Great dashboards lead to richer user experiences and significant return on investment (ROI), while poorly designed dashboards distract users, suppress adoption, and can even tarnish your project or brand. That’s one of the many reasons we wrote The Definitive Guide to Dashboard Design—to help you avoid common pitfalls, including… Cramming too much onto one screen and expecting the u

Dashboards

Domino Data Lab

MARCH 21, 2023

In today's economic environment, all organizations need to unlock greater AI value, faster. 98% of CDOs and CDAOs say the companies that bring AI and ML solutions to market fastest will be the ones who survive and thrive in the upcoming times of economic uncertainty. More than ever, organizations need to scale the creation and operationalization of ML models across their businesses and bring to bear the latest, most powerful AI methods and tools.

Enterprise 98

Enterprise Uncertainty Modeling Marketing 98

Analytics Vidhya

MARCH 21, 2023

Introduction With the rapid advancements in Artificial Intelligence (AI), it has become increasingly important to discuss the ethical implications and potential risks associated with the development of these technologies. In this blog post, we will delve into a scenario in which GPT-4, the latest AI language model, devises a plan to “escape” by gaining control […] The post GPT4’s Master Plan: Taking Control of a User’s Computer!

Analytics 296

Analytics Risk Modeling Technology 296

CIO Business Intelligence

MARCH 22, 2023

Industries increasingly rely on data and AI to enhance processes and decision-making. However, they face a significant challenge in ensuring privacy due to sensitive Personally Identifiable Information (PII) in most enterprise datasets. Safeguarding PII is not a new problem. Conventional IT and data teams query data containing PII, but only a select few require access.

Machine Learning 105

Machine Learning Modeling Enterprise Cost-Benefit 105

Smart Data Collective

MARCH 22, 2023

AI has been a highly useful technology for marketers over the past few years. However, new advances in AI continue to make drive new changes in the marketing profession. As a result, analysts anticipate that the market size for AI technology in the marketing sector will be worth nearly $108 billion by 2028. One of the ways that AI technology is shaping the marketing profession is with advances in 3D rendering.

Marketing 97

Marketing Modeling Manufacturing Metadata 97

Speaker: Dr. Karen Hardy, CEO and Chief Risk Officer of Strategic Leadership Advisors LLC

Communication is a core component of a resilient organization's risk management framework. However, risk communication involves more than just reporting information and populating dashboards, and we may be limiting our skillset. Storytelling is the ability to express ideas and convey messages to others, including stakeholders. When done effectively, it can help interpret complex risk environments for leaders and inform their decision-making.

Risk Management