Sat.Mar 02, 2024 - Fri.Mar 08, 2024

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What is Tableau? Its Application and Benefits in Data Science

Analytics Vidhya

Introduction Tableau is a powerful data visualization tool that is crucial in Data Science. Its significance lies in its ability to transform complex data into easily understandable visualizations, aiding in better decision-making processes. At its core, Tableau transcends the boundaries of traditional data analysis by providing an intuitive platform where users can seamlessly connect to […] The post What is Tableau?

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Why Not Hearing About Data Errors Should Worry Your Data Team

DataKitchen

Why Not Hearing About Data Errors Should Worry Your Data Team In the chaotic lives of data & analytics teams, a day without hearing of any data-related errors is a blessing. Your team is on top of things, deliveries are on schedule (you think), and no major complaints are making their way to your desk. It’s tempting to adopt the “ What, me worry?

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The Importance of Maintaining Consistency in Your Small Business’s Cybersecurity Protocols

Smart Data Collective

When it comes to owning and operating a small business, cybersecurity can often feel like the last priority on the list. However, failing to install and frequently update robust cybersecurity measures can have dire consequences.

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Data-Centric: How Big Things Get Done (in IT)

TDAN

I read “How Big Things Get Done” when it first came out about six months ago.[1] I liked it then. But recently, I read another review of it, and another coin dropped.

IT 105
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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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Extractive Summarization with LLM using BERT

KDnuggets

An in-depth overview of extractive text summarization, how state-of-the-art NLP models like BERT can enhance it, and a coding tutorial for using BERT to generate extractive summaries.

Modeling 112
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A Look Ahead at the Gartner Data & Analytics Summit

Cloudera

As we enter into a new month, the Cloudera team is getting ready to head off to the Gartner Data & Analytics Summit in Orlando, Florida for one of the most important events of the year for Chief Data Analytics Officers (CDAOs) and the field of data and analytics. We’re at a crucial point in time where the excitement and potential surrounding AI has elevated the importance of improving access to the mission-critical data that helps organizations implement it at scale.

More Trending

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Black-Box vs. Explainable AI: How to Reduce Business Risk

Dataiku

A key challenge on the journey to Everyday AI will be figuring out how to balance model performance and interpretability stemming from the difference between black-box and white-box models. As organizations scale their data science, machine learning (ML), and AI efforts, they are bound to reach this impasse, learning when to prioritize white-box models over black-box ones (because there is a time and a place for those) and how to infuse explainability along the way.

Risk 65
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Augmented Analytics with Auto Insights Support Business Users!

Smarten

Augmented Analytics with ALL Gartner Classified Essential Components AND Auto Insights Too! Gartner classifies essential augmented analytical components and technologies as follows: Machine learning Natural Language generation and natural language processing Automation ‘Combine the three essential components specified by Gartner to create a comprehensive augmented analytics solution with refined auto insights and clear, concise results, the enterprise and its business users can perform complex d

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Gantt Chart: Examples, Tools, and Templates

FineReport

Product managers and many other job roles often face situations with concurrent multiple tasks. In such cases, how can we effectively manage time and projects? Perhaps, trying to use a Gantt chart could be a solution. In the realm of time and project management , where efficiency reigns supreme, Gantt charts emerge as invaluable tools. In this discourse, we explore the strategic prowess of Gantt charts – often underestimated yet vital.

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Google Apologizes Over Gemini’s ‘Unreliable’ Response on PM Narendra Modi

Analytics Vidhya

Introduction In a surprising turn of events, tech giant Google apologizes to India over the controversial results generated by its AI platform, Gemini, about Prime Minister Narendra Modi. The apology came after GOI sought to explain the AI’s questionable output. The reliability of the AI platform has been called into question, leading to a public […] The post Google Apologizes Over Gemini’s ‘Unreliable’ Response on PM Narendra Modi appeared first on Analytics Vidhya

Analytics 337
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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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ngx-toolkit, a new open-source project from DataKitchen

DataKitchen

ngx-toolkit, a new open-source project from DataKitchen At DataKitchen, we use Angular and strive for well-tested and maintainable code. We’ve created three libraries that have helped accelerate Angular development in our software projects. We are proud today to present to the open source community our monorepo with some of the libraries we have developed for Angular and Jest.

Testing 146
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Re-imagining Business Workflows with AI-Powered Automation

CIO Business Intelligence

Artificial intelligence (AI) is delivering rapid change for Australian business by raising customers’ expectations, generating new competitive challenges, and creating opportunities for new products and services. This rapid change demands a rapid response, but the strength of that response depends greatly on two factors – the agility of systems and processes and the availability of skilled workers to run them.

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Best Free Resources to Learn Data Analysis and Data Science

KDnuggets

This article introduces six top-notch, free data science resources ideal for aspiring data analysts, data scientists, or anyone aiming to enhance their analytical skills.

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This AI Worm can Steal your Confidential Data!

Analytics Vidhya

Researchers have created a new AI worm – Morris II, that can steal confidential data, send spam emails, and spread malware using various methods. Named after the first worm that rocked the internet in 1988, the research paper suggests that the generative AI worm can spread itself between artificial intelligence systems. What are AI Worms? […] The post This AI Worm can Steal your Confidential Data!

Analytics 330
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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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Petabyte-scale log analytics with Amazon S3, Amazon OpenSearch Service, and Amazon OpenSearch Ingestion

AWS Big Data

Organizations often need to manage a high volume of data that is growing at an extraordinary rate. At the same time, they need to optimize operational costs to unlock the value of this data for timely insights and do so with a consistent performance. With this massive data growth, data proliferation across your data stores, data warehouse, and data lakes can become equally challenging.

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Industry clouds give CIOs on-ramp to gen AI

CIO Business Intelligence

Greg Beltzer has been beta testing key generative AI technologies for the past six months and is eager to capitalize on them when released this spring. As head of technology for the US division of RBC Wealth Management, Beltzer says one feature in particular, Prompt Builder, will enable more than 2,100 advisors in RBC US’s private client group to “request and retrieve the most compelling data on topics of interest to clients.

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5 Free University Courses to Learn Databases and SQL

KDnuggets

Looking to learn SQL and databases to level up your data science skills? Learn SQL, database internals, and much more with these free university courses.

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Persistent Systems Introduces SASVA: AI-Powered Software Engineering Platform

Analytics Vidhya

Persistent Systems, a leader in Digital Engineering and Enterprise Modernization, has unveiled SASVA, an innovative AI platform poised to transform software engineering practices. Leveraging Large Language Models (LLMs) and Machine Learning (ML), SASVA promises accelerated software releases, improved efficiency, and enhanced quality, marking a significant milestone in the digital landscape.

Software 322
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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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Use AWS Glue ETL to perform merge, partition evolution, and schema evolution on Apache Iceberg

AWS Big Data

As enterprises collect increasing amounts of data from various sources, the structure and organization of that data often need to change over time to meet evolving analytical needs. However, altering schema and table partitions in traditional data lakes can be a disruptive and time-consuming task, requiring renaming or recreating entire tables and reprocessing large datasets.

Snapshot 114
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Building the future of construction

CIO Business Intelligence

The construction industry in many countries around the world is facing a labor shortage crisis. The workforce is aging, fewer young people are entering the field, and those who are working have to take on longer hours to meet the demand. The issue particularly acute in Japan, where strict overtime regulations started in 2024. For construction to continue at the pace needed, something has to change.

Testing 135
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Master Data Science in a Year: The Ultimate Guide to Affordable, Self-Paced Learning

KDnuggets

Ready to start a career in data science? Put your commitment hat on because I found 4 courses you need to become a master in a year!

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Cognizant and Microsoft to Revolutionize Healthcare with Generative AI

Analytics Vidhya

Cognizant and Microsoft have united to integrate generative AI into healthcare administration. The collaboration aims to enhance efficiency and patient care across America. It promises innovative solutions to streamline processes and improve outcomes across the healthcare industry. Powering Healthcare Administration with Generative AI Cognizant and Microsoft’s partnership focuses on infusing generative AI into healthcare administration. […] The post Cognizant and Microsoft to Revolut

Analytics 323
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How to Build an Experimentation Culture for Data-Driven Product Development

Speaker: Margaret-Ann Seger, Head of Product, Statsig

Experimentation is often seen as an aspirational practice, especially at smaller, fast-moving companies who are strapped for time and resources. So, how can you get your team making decisions in a more data-driven way while continuing to remain lean and maintaining ship velocity? In this webinar, Margaret-Ann Seger, Head of Product at Statsig, will teach you how to build an experimentation culture from the ground-up, graduating from just getting started with data-driven development to operating

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5G use cases that are transforming the world

IBM Big Data Hub

In the tech world and beyond, new 5G applications are being discovered every day. From driverless cars to smarter cities, farms, and even shopping experiences, the latest standard in wireless networks is poised to transform the way we interact with information, devices and each other. What better time to take a closer look at how humans are putting 5G to use to transform their world.

IoT 105
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How CIOs use AI to elevate CX services

CIO Business Intelligence

IT industry researchers believe the biggest impact of gen AI this year will be in customer experience (CX), with organizations using vast amounts of data to communicate with consumers and resolve problems faster. Technology specialist Salesforce reports that more than two-thirds of service professionals believe gen AI will help them serve their customers better, while Forrester expects it to give CX teams a huge boost through 2024.

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2024 Reading List: 5 Essential Reads on Artificial Intelligence

KDnuggets

Transform your understanding of current and future tech with these top 5 AI reads to explore the minds shaping our future.

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Claude 3 is Here! New AI Model Leaves OpenAI’s GPT-4 in the Dust

Analytics Vidhya

Anthropic has released the much-awaited Claude 3, which claims to give both OpenAI’s GPT-4 and Google’s Gemini a run for their money. The latest generation of the popular chatbot and AI model comes in three versions: Opus, Sonnet, and Haiku, each serving different markets and purposes. When they tested Claude 3 Opus, the biggest version, […] The post Claude 3 is Here!

Modeling 323
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The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

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.

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How to become an AI+ enterprise

IBM Big Data Hub

We have all been witnessing the transformative power of generative artificial intelligence (AI), with the promise to reshape all aspects of human society and commerce while companies simultaneously grapple with acute business imperatives. In 2024, companies confront significant disruption, requiring them to redefine labor productivity to prevent unrealized revenue, safeguard the software supply chain from attacks, and embed sustainability into operations to maintain competitiveness.

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India’s advisory on LLM usage causes consternation

CIO Business Intelligence

India’s Ministry of Electronics and Information Technology (MeitY) has caused consternation with its stern reminder to makers and users of large language models (LLMs) of their obligations under the country’s IT Act, after Google’s Gemini model was prompted to make derogatory remarks about Indian Prime Minister Narendra Modi. The ministry’s reaction, in the form of an advisory issued Friday, has attracted criticism from India’s IT sector because of the restrictions it places on innovation and th

Testing 128
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Getting Started With Claude 3 Opus That Just Destroyed GPT-4 and Gemini

KDnuggets

Anthropic has released a new series of large language models and an updated Python API to access them.

Modeling 141
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ChefGPT: AI Chef in Your Pocket

Analytics Vidhya

Introduction Introducing ChefGPT, your ultimate culinary companion! This innovative AI chef app elevates your cooking experience, offering seamless meal planning, curated recipes, and expert guidance for preparing delectable dishes. ChefGPT is your passport to culinary excellence, making every meal a delightful masterpiece, whether a kitchen pro or a novice.

Analytics 323
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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.