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.

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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.

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Machine Learning Metrics Dashboards Big Data 130

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

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Analytics Big Data Technology Modeling 323

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.

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Machine Learning 120

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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.

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Data-driven Modeling Analytics IT 314

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.

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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.

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Software Strategy Cost-Benefit Testing 112

CIO Business Intelligence

MARCH 23, 2023

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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Uncertainty Cost-Benefit Consulting Digital Transformation 98

KDnuggets

MARCH 23, 2023

Learn DevOps from the best in the industry and take the first step towards unlocking your full potential. Register for the DevOps Crash Course HERE!

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Smart Data Collective

MARCH 23, 2023

AI technology offers a number of major benefits of small businesses and freelancers. The market for AI is projected to be worth nearly $1.6 trillion by 2030. We have talked about how businesses are using AI for marketing and tools like ChatGPT to create content more easily. However, one of the other benefits of AI is that it can help with your taxes!

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Cost-Benefit Insurance Advertising Consulting 77

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

KDnuggets

MARCH 23, 2023

What does Google have in the works for Google Docs and Gmail? How will this benefit you and your business?

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AWS Big Data

MARCH 23, 2023

We recently announced support for AWS Lake Formation fine-grained access control policies in Amazon Athena queries for data stored in any supported file format using table formats such as Apache Iceberg, Apache Hudi and Apache Hive. AWS Lake Formation allows you to define and enforce database, table, and column-level access policies to query Iceberg tables stored in Amazon S3.

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CIO Business Intelligence

MARCH 23, 2023

By Bryan Kirschner, Vice President, Strategy at DataStax It’s high time to treat HR as every bit as important to your company’s artificial intelligence strategy as IT. Alongside all the evidence that getting your developers working on AI is good for your business, there’s mounting proof that even providing the opportunity to work on—and work with—AI has a positive effect on job satisfaction, recruitment, and retention.

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Uncertainty Strategy Data-driven Reporting 58

Dataiku

MARCH 23, 2023

For the financial services industry, Responsible AI considerations are of the utmost importance in a number of key domains — particularly when it comes to access to services and goods like credit lines, loans, and insurance pricing. While all banking and insurance processes do not require use of complex AI models, vigilance on data use is critical for guaranteeing that outcomes are fair and aligned with company policy and ethics.

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Insurance Modeling IT 59

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.

Experimentation

CIO Business Intelligence

MARCH 23, 2023

Gartner recently cut their expected IT budget prediction from 5.1% to just 2.2% in 2023. This is three times lower than the projected 6.5% global inflation rate. As the world continues to experience economic uncertainty, IT leaders look to tighten budgets, consolidate tools and resources, and generally become more risk-averse when evaluating new investments.

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Scorecard Cost-Benefit ROI IT 58

KDnuggets

MARCH 23, 2023

Can ChatGPT create webpages? Let's take it to task and find out.

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IT 93

Data Virtualization

MARCH 23, 2023

Reading Time: 3 minutes The financial services sector is accelerating its adoption of digital technology. Innovative new technologies are redefining the sector, shaping the services that financial organizations offer, the ways in which they interact with consumers, and the ways in which they apply. The post 5 Trends in Financial Services That Will Change How You Think about Your Data appeared first on Data Virtualization blog - Data Integration and Modern Data Management Articles, Analysis and I

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CIO Business Intelligence

MARCH 23, 2023

Staying in control and securing your data has never been more important! As data privacy regulations continue to evolve, businesses have had to adapt how and where they store data. The EU’s General Data Protection Regulation (GDPR) has been the most newsworthy, requiring all businesses that operate in or have customers in the EU to change how they handle personal data.

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Metadata Data Governance Data Collection Strategy 52

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

Data Virtualization

MARCH 23, 2023

Reading Time: 3 minutes The financial services sector is accelerating its adoption of digital technology. Innovative new technologies are redefining the sector, shaping the services that financial organizations offer, the ways in which they interact with consumers, and the ways in which they apply. The post <strong>5 Trends in Financial Services That Will Change How You Think about Your Data</strong> appeared first on Data Virtualization blog - Data Integration and Modern Data Ma

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Interactive Data Integration Technology Management 52

Dataiku

MARCH 23, 2023

So you want to generate more value from AI. One approach is to hire more data scientists, but that doesn’t scale because they’re in high demand, difficult to attract, have low productivity the first six months as they learn your business, and leave in under three years. Another approach is to outsource it but then you end up with fragile bespoke apps, low agility, and little progress toward becoming a data-driven organization.

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Data-driven IT 52

Smarten

MARCH 23, 2023

Being a Citizen Data Scientist Can Advance Your Career and Provide Benefits! If your enterprise has nominated you for the role of a Citizen Data Scientist, you must have the right tools and augmented analytics features to help you fulfill your role. Gartner states that, ‘…90% of corporate strategies will explicitly mention information as a critical enterprise asset and analytics as an essential competency.

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CIO Business Intelligence

MARCH 23, 2023

Companies around the world are being urged to close the digital gender gap, especially after International Women’s Day. Although progress has been made, the gap remains in many countries, prompting questions about whether those in the industry are doing enough to address it. The development of new technologies has created demand for specialized workers with specific training, but women still face more challenges than men in this field due to the persistent gender gap.

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Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

Management

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.

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Cloudera

MARCH 23, 2023

What is a materialized view? Cloudera SQL Stream Builder (SSB) gives the power of a unified stream processing engine to non-technical users so they can integrate, aggregate, query, and analyze both streaming and batch data sources in a single SQL interface. This allows business users to define events of interest for which they need to continuously monitor and respond quickly.

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Broadcasting IT Software Management 77

Ontotext

MARCH 23, 2023

Data management is becoming increasingly challenging for organizations. With an unprecedented amount and diversity of data coming from various sources, it’s like trying to put together a picture with pieces from different puzzles. The resulting data silos make it more and more expensive for enterprises to integrate, share and use their data. At the same time, there are more demands for data to be used in real-time and for businesses to have a better understanding of it.

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DataRobot Blog

MARCH 23, 2023

AI adoption remains top-of-mind for organizations. Although companies are keen to gain competitive advantage by leveraging AI to more rapidly bring innovations to market, they are often unable to see end results as quickly as they’d like. Difficulties faced when moving models into production include cost and a lack of automation – cited by over 55% of respondents to a recent IDC study. 1 The complexity of building expertise, managing multiple tools and platforms across the ML pipeline, and stayi

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Machine Learning Cost-Benefit Modeling Testing 52

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.

Testing

BI-Survey

MARCH 23, 2023

DataGalaxy is an innovative start-up from France offering software for data cataloging. Its “human-centric approach” addresses business users and is designed to enable them to efficiently create value from data. In doing so, DataGalaxy focuses on user-friendliness and consistent processes for business users, integration with other tools, adaptability and attractive pricing.

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Metadata Marketing Data Quality Machine Learning 52

Jet Global

MARCH 23, 2023

As technology advances and digitization takes over, there is an expectation that our lives will be more simple. ‘Self-service’ capabilities like Self-Service BI are the manifestation of this expectation within many technologies. For most, ease of use is no longer enough. Now tools must be simple to use, and flexible enough to cater to a wide range of skills and intricacy of analysis.

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Dashboards Reporting Key Performance Indicator Interactive 52