Sat.Jun 12, 2021 - Fri.Jun 18, 2021

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Beginner’s Guide to Machine Learning Explainability

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon eXplainable AI(XAI) What does Interpretability/Explainability mean in AI? The following points. The post Beginner’s Guide to Machine Learning Explainability appeared first on Analytics Vidhya.

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Data Control Platforms Leverage Machine Learning & AI

Dataconomy

This article was originally published on Grit Daily and is reproduced with permission. The financial crisis of 2007 – 2008 resulted in marked changes to the institutional financial sector landscape. Weaknesses were brought to light and financial institutions were forced to reevaluate how they were managing data and restructure as.

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5 Ways Machine Learning is Changing the Way Businesses Operate

Smart Data Collective

Although machine learning is still in its infancy, it is developing at a breathtaking pace to improve the reach of artificial intelligence. Since this type of advanced technology is at the cutting edge of industrial innovation, many large companies invest heavily in artificial intelligence and machine learning research. These tech giants are learning how to improve these technologies and simultaneously trying to figure out various implementations for them going forward.

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xkcd: Base Rate

FlowingData

xkcd points out the importance of considering the baseline when making comparisons: Tags: baseline , humor , xkcd.

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The 2nd Generation of Innovation Management: A Survival Guide

Speaker: Chris Townsend, VP of Product Marketing, Wellspring

Over the past decade, companies have embraced innovation with enthusiasm—Chief Innovation Officers have been hired, and in-house incubators, accelerators, and co-creation labs have been launched. CEOs have spoken with passion about “making everyone an innovator” and the need “to disrupt our own business.” But after years of experimentation, senior leaders are asking: Is this still just an experiment, or are we in it for the long haul?

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All you need to know about Convolutional Neural Networks!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Table of Contents: What is CNN, Why is it important Biological. The post All you need to know about Convolutional Neural Networks! appeared first on Analytics Vidhya.

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Infuse Analytics to Empower Decision Making throughout Your Organization

Dataconomy

Like oil or money, data is a valuable resource that holds great potential. But too many organizations set their sights on amassing data, or worse, using it only in isolated processes or departments when they should be focused on applying data throughout their everyday operations. Technology is, of course, part.

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Drought in the Western United States

FlowingData

In what’s become a recurring theme almost every year, the western United States is experiencing drought, much of it exceptional or extreme. Nadja Popovich for The New York Times has the small multiple maps to show June conditions each year since 2000. Tags: climate change , drought , Nadja Popovich , New York Times.

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A Detailed Explanation of GAN with Implementation Using Tensorflow and Keras

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Have you ever visited this website? The name of the. The post A Detailed Explanation of GAN with Implementation Using Tensorflow and Keras appeared first on Analytics Vidhya.

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2021 Tableau Ambassador nominations and applications now open

Tableau

Britt Staniar. Senior Community Program Manager, Recognition Programs. Ateken Abla. June 15, 2021 - 9:28pm. June 30, 2021. Drumroll, please: Nominations and applications for the 2021 Tableau Ambassador Program are now open! We’ve curated all you need to know about the program, including what ambassadors do, community feedback and program changes, and how to nominate or apply.

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Improve Data Governance with These Data Modeling Tips

The Data Administration Newsletter

Data Governance describes the practices and processes organizations use to manage the access, use, quality and security of an organizations data assets. The data-driven business era has seen a rapid rise in the value of organization’s data resources. This has led to greater interest in leveraging Data Governance to ensure that best practices are followed […].

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Apache Airflow® Best Practices: DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Spatula, a Python library for maintainable web scraping

FlowingData

This looks promising : While it is often easy, and tempting, to write a scraper as a dirty one-off script, spatula makes an attempt to provide an easy framework that most scrapers fit within without additional overhead. This reflects the reality that many scraper projects start small but grow quickly, so reaching for a heavyweight tool from the start often does not seem practical.

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Uber and Lyft Cab Prices : Data Analysis and Visualization

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Sometimes it is just convenient to leave the driving to. The post Uber and Lyft Cab Prices : Data Analysis and Visualization appeared first on Analytics Vidhya.

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How to deploy Tableau Server on Linux in a Docker container

Tableau

Bernhard Damberger. Product Management Senior Manager. Spencer Czapiewski. June 17, 2021 - 2:07am. June 18, 2021. We are excited to announce that with the release of Tableau 2021.2, you can now deploy and run Tableau Server for Linux using Docker containers and Kubernetes! This unlocks a new and streamlined way to deploy and manage Tableau Server in the cloud and when embedded in applications, as well as introduces efficiencies to testing Tableau Server.

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Patterns for Personalization in Recommendations and Search

Eugene Yan

A whirlwind tour of bandits, embedding+MLP, sequences, graph, and user embeddings.

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Graphs before anyone knew what they were

FlowingData

Michael Friendly and Howard Wainer have a new book out: A History of Data Visualization and Graphic Communication. They rewind back 400 years and discuss the beginnings of visualization, when nobody knew what a chart was. Putting this in my queue and hoping it’s back in stock soon. Visualization still seems like a relatively new thing. It’s old.

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Artificial Neural Networks – Better Understanding !

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon ANN – General Introduction: Artificial Neural Networks (ANN)are the basic algorithms. The post Artificial Neural Networks – Better Understanding ! appeared first on Analytics Vidhya.

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How CIOs can drive transformation with better data storytelling

Tableau

Juha Teljo. VP Solution Engineering, Tableau. Kristin Adderson. June 15, 2021 - 1:22pm. June 15, 2021. We know that data-driven businesses are more resilient and more confident. But how do you get there? To enable transformation across the business, Chief Information Officers (CIO) need to tell memorable data stories to the board and to the business, says Juha Teljo, Tableau VP of Solution Engineering.

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4 Ways To Boost Looker Performance in Data-Centric Companies

Smart Data Collective

How companies gather, manage and control data has undeniably become one of the most important aspects of business success today. It’s estimated that every human being creates at least 1.7 MB of data per second , and with each click, swipe, view, purchase, and shipment, your business collects more information on its customers that you can use to help manage your business more efficiently and drive more revenue.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Welcome to heat dome

FlowingData

It’s hot here in the western United States, and it’s only mid-June. From The Washington Post, we’re stuck in a heat dome : Hot air masses expand vertically into the atmosphere, creating a dome of high pressure that diverts weather systems around them. One way to gauge the magnitude of a heat wave is to measure the height of the typical halfway point of the atmosphere — at the 500 millibar pressure level.

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Web Scraping with Python For Your Data Science project !

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Web Scraping with Python It is the path toward get-together information. The post Web Scraping with Python For Your Data Science project ! appeared first on Analytics Vidhya.

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Bridging the data literacy gap between academia and the workforce

Tableau

Sue Kraemer. Curriculum Development Manager, Tableau. Kristin Adderson. June 16, 2021 - 11:07pm. June 17, 2021. Students who master data skills will have an advantage in their future careers. Enterprises are increasingly becoming data-driven—and requiring data literacy skills for employees in every part of the organization. To meet this demand, academic institutions are now asked to prepare students with these skills as they enter the workforce.

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How to Support Identity Governance with AI

Dataversity

Click to learn more about author Jackson Shaw. The software industry has hyped up the use of artificial intelligence (AI) for years, and security – especially the identity governance and administration (IGA) sector – is no exception. As such, the question then becomes not whether a software is AI-enabled, but rather, what value is it really providing […].

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Marketing Operations in 2025: A New Framework for Success

Speaker: Mike Rizzo, Founder & CEO, MarketingOps.com and Darrell Alfonso, Director of Marketing Strategy and Operations, Indeed.com

Though rarely in the spotlight, marketing operations are the backbone of the efficiency, scalability, and alignment that define top-performing marketing teams. In this exclusive webinar led by industry visionaries Mike Rizzo and Darrell Alfonso, we’re giving marketing operations the recognition they deserve! We will dive into the 7 P Model —a powerful framework designed to assess and optimize your marketing operations function.

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Measuring centuries-old droughts through tree rings

FlowingData

To measure drought in the present day, we use data from sensors that constantly record environmental conditions, such as soil moisture, precipitation, and snow water content. But to measure drought thousands of years ago, researchers can use tree rings. Alvin Chang for The Guardian shows how the researchers line up old rings to gather historical data and then do that across a region.

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Steal the code (ethically) and get better at ML/AI research

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Okay! I know that stealing is a crime and we should. The post Steal the code (ethically) and get better at ML/AI research appeared first on Analytics Vidhya.

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The next phase of Tableau Partner Network helps customers accelerate data transformation

Tableau

Julie Bennani. SVP, WW Partners and Alliances, Tableau. Kristin Adderson. June 17, 2021 - 2:49am. June 24, 2021. The next phase of our newly redesigned Tableau Partner Network is officially here. Originally announced during the Global Partner Summit at Tableau Conference 2019, and launched in September 2020, we built the Tableau Partner Network (TPN) to enable our global ecosystem to meet evolving customer needs and deliver exceptional customer experiences.

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A Guide to Predictive Data Analytics (Making Decisions for the Future)

Dataversity

Click to learn more about author Ram Tavva. Everyone wants to succeed in their business, but some might choose an unwise approach toward it, while others might mess with the wrong set of data. A lousy hit wastes a lot of time and energy predicting the future and understanding the newest trends. But those problems […]. The post A Guide to Predictive Data Analytics (Making Decisions for the Future) appeared first on DATAVERSITY.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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? How to Make Alluvial Diagrams

FlowingData

An alluvial diagram is a type of flow chart that is useful to show change over time. You see how individual categories and how the composition of the categories shift. Incorporate ranking into the mix at each time segment, and you get a good idea of how order changes over time too. The geometry is like a combination of a stacked bar chart and a bump chart.

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A comprehensive tutorial on Deep Learning – Part 2

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Hello readers. This is Part 2 in the series of. The post A comprehensive tutorial on Deep Learning – Part 2 appeared first on Analytics Vidhya.

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Data is Risky Business: The Darker Side of Data Monetization

The Data Administration Newsletter

We have seen an impressive amount of hype and hoopla about “data as an asset” over the past few years. And one of the side effects of the COVID-19 pandemic has been an acceleration of data transformation in organisations of all sizes. But data management teams in organisations often still struggle with how to communicate […].

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The Future of Digital Currencies and Data Management

Dataversity

Click to learn more about author Stuart Tarmy. Interest in digital currencies (and, more specifically, cryptocurrency) has risen in the last year, due in part to the interest in touch-free financial transactions caused by the pandemic, rising mainstream business interest in cryptocurrency potential, and the momentum of private initiatives like bitcoin and Facebook’s Diem (previously […].

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.