Sat.Mar 16, 2024 - Fri.Mar 22, 2024

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Creative Ways to Surf Your Data Using Virtual and Augmented Reality

TDAN

Organizations often struggle with finding nuggets of information buried within their data to achieve their business goals. Technology sometimes comes along to offer some interesting solutions that can bridge that gap for teams that practice good data management hygiene.

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The End of Agile – Part 1 (A Brief History of Agile)

TDAN

In recent years, we have seen substantial pushback on many fronts against Agile as a viable and important project management methodology.

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Driving 15 years of IT transformation in 5

CIO Business Intelligence

In 2018, the day after his employer publicly announced it was being acquired, Lynn Lovelady, then VP of IT at Energen, received a pivotal phone call that would reshape his career. It was from Charlie Nowlin, then CFO at McWane, who for more than a year had been searching for the company’s first chief information officer. After a long courtship that included lunches with members of McWane’s C-suite to ensure a cultural fit, Lovelady signed on to helm IT as CIO at the global manufacturer of duc

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Comprehensive Guide on Non Parametric Tests

Analytics Vidhya

Introduction In this article, we will explore what is hypothesis testing, focusing on the formulation of null and alternative hypotheses, setting up hypothesis tests and we will deep dive into parametric and non-parametric tests, discussing their respective assumptions and implementation in python. But our main focus will be on non-parametric tests like the Mann-Whitney U […] The post Comprehensive Guide on Non Parametric Tests appeared first on Analytics Vidhya.

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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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Refocus on AI, Skill-Building for the Greatest Operational Impact

David Menninger's Analyst Perspectives

In the technology industry, 2023 will be remembered as the year of generative artificial intelligence. Yes, the world was made aware of GenAI when ChatGPT was publicly launched in November of 2022, but few knew the impact it would have at that point in time. Since then, GenAI has taken the world by storm, with vendors applying the technology to make it easier to ask questions about data, write code (including SQL), prepare data for analyses, document data pipelines and use software products more

Software 157
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Amazon Managed Service for Apache Flink now supports Apache Flink version 1.18

AWS Big Data

Apache Flink is an open source distributed processing engine, offering powerful programming interfaces for both stream and batch processing, with first-class support for stateful processing and event time semantics. Apache Flink supports multiple programming languages, Java, Python, Scala, SQL, and multiple APIs with different level of abstraction, which can be used interchangeably in the same application.

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Why Data Quality Matters in the Age of Generative AI

Dataiku

Generative AI is rapidly transforming the data science landscape. Its ability to create synthetic data promises exciting possibilities for data augmentation and improved model performance. But for data scientists working with private company data , a question remains: Does Generative AI render traditional data quality practices obsolete?

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Compliance by Design: A How-To Primer

Data Virtualization

Reading Time: 3 minutes Regulatory compliance keeps getting more complex. Facing a range of regulations covering privacy, such as the General Data Protection Regulation (GDPR) and the Health Insurance Portability and Accountability Act (HIPAA), to financial regulations such as Dodd-Frank and Basel II, to. The post Compliance by Design: A How-To Primer appeared first on Data Management Blog - Data Integration and Modern Data Management Articles, Analysis and Information.

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Moving from Power BI to Microsoft Fabric

Paul Turley

Fabric is here but what does that mean if you are using Power BI? What do you need to know and what, if anything will you need to change if you are a Power BI report designer, developer or BI solution architect? What parts of Fabric should you use now and how do you plan for the near-term future? As I write this in March of 2024, I'm at the Microsoft MVP Summit at the Microsoft campus in Redmond, Washington this week learning about what the product teams will be working on over the next year or

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Your AI Sous Chef: Cooking Made Easy with Gemini AI!

Analytics Vidhya

Introduction Welcome to the culinary transformation fueled by Gemini AI – your brand-new kitchen companion! Nowadays, we’re plunging into the energizing world of keen cooking, where snapping a picture of your fixings changes into a delightful cooking enterprise. Let’s unwind the enchantment of Gemini AI, making your time in the kitchen more pleasant and tasty!

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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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French regulator fines Google $271M over generative AI copyright issue

CIO Business Intelligence

France’s competition authority fined Google, its parent company Alphabet, and two subsidiaries a total of €250 million ($271 million) for breaching a previous agreement on using copyrighted content for training its Bard AI service, now known as Gemini. The Autorité de la concurrence said Wednesday that the search giant failed to comply with a June 2022 settlement over the use of news stories in its search results, News and Discover pages.

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Collection of Guides on Mastering SQL, Python, Data Cleaning, Data Wrangling, and Exploratory Data Analysis

KDnuggets

Are you curious about what it takes to become a professional data scientist? Look no further! By following these guides, you can transform yourself into a skilled data scientist and unlock endless career opportunities.

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Cloudera’s RHEL-volution: Powering the Cloud with Red Hat

Cloudera

As enterprise AI technologies rapidly reshape our digital environment, the foundation of your cloud infrastructure is more critical than ever. That’s why Cloudera and Red Hat , renowned for their open-source solutions, have teamed up to bring Red Hat Enterprise Linux ( RHEL ) to Cloudera on public cloud as the operating system for all of our public cloud platform images.

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Meet Devika: The Latest Open-Source Challenger to Devin

Analytics Vidhya

Meet Devika, the latest member of the team of AI software engineers! This new AI was developed to challenge the dominance of Devin by Cognition AI. With its innovative approach and advanced capabilities, Devika aims to revolutionize software development by offering a competitive open-source alternative to its predecessor. Also Read: Could AI Replace Software Engineers?

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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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CIOs weigh where to place AI bets — and how to de-risk them

CIO Business Intelligence

Amid the turbulence of AI, technologies are emerging rapidly, startups are clamoring for attention, and hyperscalers are scrambling to corral market share. It’s an environment that taxes the decision-making skills of the even the most savvy CIOs. But ready or not, choices with far-reaching repercussions must be made. And standing still is not an option.

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Top 8 AI Search Engine That You Should Replace With Google

KDnuggets

GenAI has enabled new search engine platforms with unique features and advantages, challenging Google's dominance.

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Multicloud data lake analytics with Amazon Athena

AWS Big Data

Many organizations operate data lakes spanning multiple cloud data stores. This could be for various reasons, such as business expansions, mergers, or specific cloud provider preferences for different business units. In these cases, you may want an integrated query layer to seamlessly run analytical queries across these diverse cloud stores and streamline your data analytics processes.

Data Lake 101
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GitHub’s Autofix Automatically Detects and Fixes Code

Analytics Vidhya

In a bid to revolutionize the debugging and vulnerability remediation process, GitHub introduces an innovative AI-powered tool that automates the detection and fixing of code vulnerabilities. This new feature, called Autofix, leverages the synergy between GitHub Copilot and CodeQL. With Autofix, the platform aims to streamline the coding experience while bolstering security measures.

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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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6 key considerations for selecting an AI systems vendor

CIO Business Intelligence

Many IT leaders are responding to C-suite pressure for artificial intelligence (AI) capabilities by increasing the organization’s AI investment in 2024. They’re finding that AI success is a complex task, and they need all they help they can get. Choosing the right AI systems vendor – one with the right capabilities – won’t solve all these issues. But it can simplify achieving your AI goals.

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5 Free Books to Master Statistics for Data Science

KDnuggets

Statistics is a must-have skill for data science. And here are 5 free books that’ll help you learn all the statistics you need as a data professional.

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Build an end-to-end serverless streaming pipeline with Apache Kafka on Amazon MSK using Python

AWS Big Data

The volume of data generated globally continues to surge, from gaming, retail, and finance, to manufacturing, healthcare, and travel. Organizations are looking for more ways to quickly use the constant inflow of data to innovate for their businesses and customers. They have to reliably capture, process, analyze, and load the data into a myriad of data stores, all in real time.

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Live Object Detection and Image Segmentation with YOLOv8

Analytics Vidhya

Introduction In computer vision, different techniques for live object detection exist, including Faster R-CNN, SSD, and YOLO. Each technique has its limitations and advantages. While Faster R-CNN may excel in accuracy, it may not perform as well in real-time scenarios, prompting a shift towards the YOLO algorithm. Object detection is fundamental in computer vision, enabling […] The post Live Object Detection and Image Segmentation with YOLOv8 appeared first on Analytics Vidhya.

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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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SAP user group: S/4HANA usage is growing, but still in the minority

CIO Business Intelligence

The German-speaking user group for enterprise software giant SAP says that customers’ willingness to invest in the company’s S/4HANA cloud product is rising, but still lags behind flagship ERP products like ECC 6, and some customers see the need for more discussion on SAP’s prolonged move to the cloud. DSAG, a group representing SAP users in Germany, Austria and Switzerland, also released data from a survey of its members.

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A Free Data Science Learning Roadmap: For All Levels with IBM

KDnuggets

Learn data science according to your expertise with these 4 different learning roadmaps.

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Chart Snapshot: Triangle Bar Charts

The Data Visualisation Catalogue

A Triangle Bar Chart is a variation of the traditional Bar Chart or Column Chart. Instead of using bars to represent discreet data, triangles are used as a more novel aesthetic. In this chart, the height or volume of each triangle corresponds to the values it represents. These triangles can be plotted either vertically or horizontally. While the Triangle Bar Chart offers a visually distinct way to represent categorical data, there are some considerations to keep in mind.

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Nvidia’s GTC AI Conference: The Future of Computing Unveiled

Analytics Vidhya

Nvidia’s GPU Technology Conference (GTC) recently unveiled the latest and most innovative advancements in the world of computing. From revolutionary hardware developments to the promise of generative AI, the conference provided a glimpse into the future of technology. Here are all the highlights of what was shown and said at the NVIDIA GTC AI conference. […] The post Nvidia’s GTC AI Conference: The Future of Computing Unveiled appeared first on Analytics Vidhya.

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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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A CIO primer on addressing perceived AI risks

CIO Business Intelligence

Ask your average schmo what the biggest risks of artificial intelligence are, and their answers will likely include: (1) AI will make us humans obsolete; (2) Skynet will become real, making us humans extinct; and maybe (3) deepfake authoring tools will be used by bad people to do bad things. Ask your average CEO what the biggest risks of artificial intelligence are and they’ll more likely talk about missed opportunities — of AI-based business capabilities competitors are able to deploy sooner th

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Getting Started with LLMOps: The Secret Sauce Behind Seamless Interactions

KDnuggets

Check out this beginner’s guide to understanding the role of Large Language Model Operations for seamless user experiences.

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Run Trino queries 2.7 times faster with Amazon EMR 6.15.0

AWS Big Data

Trino is an open source distributed SQL query engine designed for interactive analytic workloads. On AWS, you can run Trino on Amazon EMR , where you have the flexibility to run your preferred version of open source Trino on Amazon Elastic Compute Cloud (Amazon EC2) instances that you manage, or on Amazon Athena for a serverless experience. When you use Trino on Amazon EMR or Athena, you get the latest open source community innovations along with proprietary, AWS developed optimizations.

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15 Basic Statistics Concepts Every Data Science Beginner Should Know

Analytics Vidhya

Introduction At the heart of data science lies statistics, which has existed for centuries yet remains fundamentally essential in today’s digital age. Why? Because basic statistics concepts are the backbone of data analysis, enabling us to make sense of the vast amounts of data generated daily. It’s like conversing with data, where statistics helps us […] The post 15 Basic Statistics Concepts Every Data Science Beginner Should Know appeared first on Analytics Vidhya.

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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.