Sat.Mar 18, 2023 - Fri.Mar 24, 2023

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ChatGPT User History Vanishes: A Wake-Up Call on Privacy and AI Reliability

Analytics Vidhya

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 294
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Data Quality Dimensions: Assuring Your Data Quality with Great Expectations

KDnuggets

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.

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SAP Datasphere Powers Business at the Speed of Data

Rocket-Powered Data Science

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).

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Understanding The Value Of Column Charts With Examples & Templates 

datapine

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.

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Beyond the Basics of A/B Tests: Innovative Experimentation Tactics You Need to Know as a Data or Product Professional

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Creating Interactive and Animated Charts with ipyvizzu

Analytics Vidhya

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.

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Hitachi Vantara DataOps Improves Analytics and Decision-Making

David Menninger's Analyst Perspectives

Now more than ever, effective data management is crucial to enable decision-makers to better assess information and take calculated actions. It is also important to keep up with the latest trends and technologies to derive higher value from data and analytics and maintain a competitive edge in the market. However, every organization faces challenges with data management and analytics.

Analytics 144

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What is data governance? Best practices for managing data assets

CIO Business Intelligence

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

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Ernie Bot vs. ChatGPT: A Comparative Analysis of AI-Language Models

Analytics Vidhya

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 337
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Tellius Enables Decision Intelligence

David Menninger's Analyst Perspectives

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.

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Predictive Analytics Helps New Dropshipping Businesses Thrive

Smart Data Collective

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.

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From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Speaker: Anne Steiner and David Laribee

As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.

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Top 15 YouTube Channels to Level Up Your Machine Learning Skills

KDnuggets

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.

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Tutorial on MNIST Digit Classification Using ClearML

Analytics Vidhya

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.

Modeling 326
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Industry clouds prove their business value

CIO Business Intelligence

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.

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AI is Driving Huge Changes in Omnichannel Marketing

Smart Data Collective

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 116
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Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

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KDnuggets Top Posts for January 2023: SQL and Python Interview Questions for Data Analysts

KDnuggets

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.

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The Controversy of AI Training With Personal Data: A Deep Dive Into Bard’s Use of Gmail

Analytics Vidhya

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 323
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What’s next for network operations

CIO Business Intelligence

By Serge Lucio, Vice President and General Manager, Agile Operations Division This is a continuation of Broadcom’s blog series: 2023 Tech Trends That Transform IT. Stay tuned for future blogs that dive into the technology behind these trends from more of Broadcom’s industry-leading experts. Enterprise networks are undergoing a profound transformation.

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Key Strategies to Develop AI Software Cost-Effectively

Smart Data Collective

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 112
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Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

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Machine Learning: What is Bootstrapping?

KDnuggets

Bootstrapping is an essential technique if you're into machine learning. We’ll discuss it from theoretical and practical standpoints. The practical part involves two examples of bootstrapping in Python.

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Navigating Privacy Concerns: The ChatGPT User Chat Titles Leak Explained

Analytics Vidhya

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.

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Accenture to lay off 19,000 to cut costs amid economic uncertainty

CIO Business Intelligence

IT services and consultancy firm Accenture said it would lay off 19,000 staffers, or 2.5% of its workforce, over the next 18 months to reduce costs amid uncertain macroeconomic conditions. “While we continue to hire, especially to support our strategic growth priorities, during the second quarter of fiscal 2023, we initiated actions to streamline our operations and transform our non-billable corporate functions to reduce costs,” the company said in an Securities & Exchange Commission (SEC)

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Top Five AI-Driven Digital Marketing Tools in 2023

Smart Data Collective

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 104
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Strategic CX: A Deep Dive into Voice of the Customer Insights for Clarity

Speaker: Nicholas Zeisler, CX Strategist & Fractional CXO

The first step in a successful Customer Experience endeavor (or for that matter, any business proposition) is to find out what’s wrong. If you can’t identify it, you can’t fix it! 💡 That’s where the Voice of the Customer (VoC) comes in. Today, far too many brands do VoC simply because that’s what they think they’re supposed to do; that’s what all their competitors do.

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KDnuggets News, March 22: GPT-4: Everything You Need To Know • OpenChatKit: Open-Source ChatGPT Alternative

KDnuggets

GPT-4: Everything You Need To Know • OpenChatKit: Open-Source ChatGPT Alternative • Introduction to __getitem__: A Magic Method in Python • NoSQL Databases and Their Use Cases • 7 Must-Know Python Tips for Coding Interviews

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Applications of Machine Learning and AI in Insurance in 2023

Analytics Vidhya

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.

Insurance 314
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How culture and strategic partnerships help fuel transformation

CIO Business Intelligence

Multinational insurance and finance corporation AIA New Zealand’s dream is to help make the country one of the healthiest and best protected nations in the world. That’s no small undertaking, and as CTO for the company, it’s Marc Hale’s core responsibility to help achieve that goal by providing a secure and stable platform on which the business can operate and innovate.

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Domino’s Spring 2023 Release Drives Faster Innovation with Cutting-Edge AI for Every Enterprise

Domino Data Lab

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.

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The Big Payoff of Application Analytics

Outdated or absent analytics won’t cut it in today’s data-driven applications – not for your end users, your development team, or your business. That’s what drove the five companies in this e-book to change their approach to analytics. Download this e-book to learn about the unique problems each company faced and how they achieved huge returns beyond expectation by embedding analytics into applications.

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3 Mistakes That Could Be Affecting the Accuracy of Your Data Analytics

KDnuggets

As more companies are starting to rely on big data, more companies are also misanalyzing the data that they receive. Is your company one of them? These are the top three mistakes that companies commonly make that affect the accuracy of their data analytics.

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GPT4’s Master Plan: Taking Control of a User’s Computer!

Analytics Vidhya

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!

Risk 313
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Amazon to lay off 9,000 more workers, including some at AWS

CIO Business Intelligence

Amazon will fire about 9,000 more workers from several business units, including AWS, in the coming weeks, according to a statement released today by company CEO Andy Jassy. The announcement comes two months after Amazon unveiled plans to lay off 18,000 employees. In his official statement, Jassy said that most of the layoffs in this second round will affect employees at AWS, PXT (People Experience and Technology, the company’s HR arm), Advertising, and Twitch, the popular livestreaming service

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La version française est désormais disponible

The Data Visualisation Catalogue

Le Catalogue de visualisation de données a de bonnes nouvelles pour les francophones. En réponse à une forte demande, le site web est maintenant disponible en français , ce qui porte à six le nombre total de langues sur le site. À l’origine, je n’avais pas prévu de faire d’autres traductions en raison de la charge de travail qu’impliquait l’absence de CMS sur la partie principale du site web, mais cela fait des années que je reçois des demandes pour une version fran

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Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.