Sat.May 08, 2021 - Fri.May 14, 2021

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Is there any need of Deep Learning?

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Humans should be worried about the threat posed by artificial intelligence. The post Is there any need of Deep Learning? appeared first on Analytics Vidhya.

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How artificial intelligence is changing the landscape of fitness

Dataconomy

This article was originally published on Neoteric and is reproduced with permission. Artificial intelligence (AI) has revolutionized our lives in so many ways, and that includes the area of fitness, exercise, and physical wellbeing. Technologies previously available to sports teams, gyms, and personal trainers are now available on smartphones. AI even.

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Climate normals mapped over time

FlowingData

Every decade the National Oceanic and Atmospheric Administration releases climate normals to provide a baseline to compare current weather against. NOAA just released the estimates for 1991 to 2020. As you might expect, and shown in the maps above, it’s getting hotter. Tags: climate , NOAA , normal.

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Understanding the Growing Pushback Against Advertisers Collecting Data

Smart Data Collective

Advertisers have been collecting data for a long time now. This is something most online users knew but didn’t pay much attention to, but that’s starting to change. More people are starting to feel uneasy about large tech companies having so much control over their data. This feeling is fueling the growing pushback against advertisers collecting personal data.

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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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Bar Chart Race of World Population by 2020 in Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Machine Learning is the trending digital technology in today’s world, The post Bar Chart Race of World Population by 2020 in Python appeared first on Analytics Vidhya.

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Is Automation Jeopardizing Our Future?

Dataconomy

This article originally appeared on Hackernoon and is reproduced with permission. Earlier, widespread automation meant the introduction of service sector jobs or big stupid machines doing repetitive work in factories. That’s not the case a couple of decades down the line, is it? Now there is software that can land.

More Trending

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New in Tableau Prep: Hide columns, more ways to convert dates, and transparent error messages

Tableau

Maraki Ketema. Product Manager, Tableau. Kristin Adderson. May 11, 2021 - 6:34pm. May 11, 2021. In the May release of Tableau Prep Builder (2021.1.4), we’re excited to introduce new innovations and enhancements to enhance your data preparation workflow. You’ll be able to quickly hide columns that are already clean and focus on the columns that need the most attention.

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Data Validation in Machine Learning is imperative, not optional

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Operationalizing a Machine Learning (ML) model in production needs. The post Data Validation in Machine Learning is imperative, not optional appeared first on Analytics Vidhya.

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DataRobot Flies Higher with Zepl Acquisition, Adding Cloud Native Notebook Solution to AI Platform

DataRobot

At DataRobot, we believe in 10x-ing our efforts: returns for our customers, professional development of our team, and our platform. Today’s acquisition of Zepl does exactly that. It 10x’s our world-class AI platform by dramatically increasing the flexibility of DataRobot for data scientists who love to code and share their expertise across teams of all skill levels.

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Map of people moving during pandemic

FlowingData

It was only a matter of time before someone showed dots moving across a map to show migration during the pandemic. Again, using USPS change of address data, Yan Wu and Luis Melgar for the Wall Street Journal (paywalled) showed where people moved in the country. As shown through other views , a lot of the movement wasn’t out of the ordinary, but in some areas — mainly San Francisco and New York — the pandemic appeared to motivate people a little more to move.

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Apache Airflow®: The Ultimate Guide to 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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How to Work with Modern Databases

Dataversity

Click to learn more about author Thomas LaRock. Historically, databases were like digital filing cabinets, not sources for marketing information and new business opportunities. Today, we gather data at a seemingly manic pace – and as quickly as it’s collected, it’s analyzed and parsed. As the famous saying from a few years back goes, “Data is […].

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13 Most Important Pandas Functions for Data Science

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Python is one of the most widely used language. The post 13 Most Important Pandas Functions for Data Science appeared first on Analytics Vidhya.

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Prosecutors turn to data, community to advance criminal justice reform

Tableau

Channing Nesbitt. Co-lead of Tableau Foundation’s Racial Justice Data Initiative. Kristin Adderson. May 10, 2021 - 6:24pm. May 11, 2021. In Yolo County, California, data is taking center stage in the community conversation about race, equity, accountability, and criminal prosecution. . Frustrated with the lack of data available to his office, District Attorney Jeff Reisig partnered with Measures for Justice and the Yolo County Multi-Cultural Community Council to publish the Yolo “ Commons.

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Information Graphic Visionaries, a book series

FlowingData

The Information Graphic Visionaries book series just launched on Kickstarter. Emma Willard, Florence Nightingale, and Étienne-Jules Marey are the subjects of three books, each including high-resolution images of the creators’ works and essays that provide historical context. Whenever I’m feeling uninspired, I like to flip through old works.

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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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The Importance of Data Analytics with IPTV Middleware CMS

Smart Data Collective

There are a lot of applications of data analytics in the modern workplace. There are a lot of benefits, particularly when it comes to CMS technology. Having good IPTV middleware (CMS) is crucial for anyone offering an IPTV or OTT platform, service, or any other kind of business or system that streams content. Your IPTV middleware is the go-between for the operator’s service or software provider and the client.

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Complete Guide on Encoding Numerical Features in Machine Learning

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In Machine learning projects, we have features that could. The post Complete Guide on Encoding Numerical Features in Machine Learning appeared first on Analytics Vidhya.

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Now in beta: Save time with web authoring on Tableau Public

Tableau

Rahul Motwani. Product Management Director. Kristin Adderson. May 13, 2021 - 3:14pm. May 13, 2021. Editor's note: This article originally appeared in Tableau Public. When you want to explore, create, and share data visualizations, we're happy to share that you can start creating vizzes directly from a browser on Tableau Public with the web authoring beta.

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Where People are Married and Not

FlowingData

About 48% of the U.S. population aged 15 and older is married. I was curious if there were regional variations, so I mapped it. Read More.

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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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7 Key Industries Being Transformed by Data Savvy Virtual Agents

Smart Data Collective

There are a number of new fields that have opened up due to recent advances in big data. Big data has played a huge role in the evolution of business development. One field that has emerged as a result of new developments in big data technology is the virtual agent. Intelligent virtual agents (IVAs) are attractive to businesses in dozens of industries thanks to their convenience and their AI capabilities.

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Bayesian Optimization: bayes_opt or hyperopt

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction If you have experience in Machine Learning, specifically supervised. The post Bayesian Optimization: bayes_opt or hyperopt appeared first on Analytics Vidhya.

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Inside Georgia’s data-driven push for equitable vaccine access

Tableau

Channing Nesbitt. Co-lead of Tableau Foundation’s Racial Justice Data Initiative. Kristin Adderson. May 13, 2021 - 7:23pm. May 13, 2021. According to CDC data, during the initial phase of the COVID-19 vaccine roll-out, Georgia ranked last in the US in administering the vaccine to eligible citizens in early March. Those figures illustrated that slightly less than 30,000 of every 100,000 Georgia adults had received a vaccine.

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? Making a Quick, Custom Prevalence Map – The Process 139

FlowingData

Welcome to issue #139 of The Process, the newsletter for FlowingData members where we look at how the charts get made. I’m Nathan Yau, and this week I’m describing my process behind a quick map. You can download the code at the end of this issue. Become a member for access to this — plus tutorials, courses, and guides.

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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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Checklist to Follow When Hiring and Managing Data Scientists

Smart Data Collective

Big data has changed the nature of modern business in tremendous ways. As a result, a growing number of companies have started hiring data scientists to handle many of the different functions that they need to oversee. Companies have to take a number of things into consideration when hiring and managing data scientists. A lot of the same principles apply as with managing and onboarding other employees.

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Top 20 Conceptual Questions To Test Your Data Science Skills In 2021

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction In this article, I have curated a list of 20. The post Top 20 Conceptual Questions To Test Your Data Science Skills In 2021 appeared first on Analytics Vidhya.

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Protect Data Against Foreign Adversaries

Dataversity

Click to learn more about author James Carder. Recent, high-profile cybersecurity hacks have put a massive spotlight on an imperative security measure: defense against foreign threat actors. The SolarWinds attack and attempts on Pfizer have now set the rules of engagement, and organizations need to be cognizant of the fact that numerous foreign governments possess […].

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‘Less than 10 percent’ outdoors

FlowingData

The CDC said that “less than 10 percent” of coronavirus cases were from outdoor transmissions. David Leonhardt for The New York Times argues why in all likelihood that number is way too high and leads to public confusion : If you read the academic research that the C.D.C. has cited in defense of the 10 percent benchmark, you will notice something strange.

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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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Picture This: COVID-19 impacts on children

Tableau

Kristin Adderson. May 13, 2021 - 12:47pm. May 13, 2021. Did you know? According to UNICEF, that as a result of the COVID-19 pandemic: Up to 142 million more children in developing countries. could be pushed into monetary poverty. An additional 6 to 7 million children under age 5. could suffer from wasting or acute malnutrition. More than 168 million children. have experienced school closures for almost a year. ??.

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Data Visualizations In Julia Using Plots.jl: With Practical Implementation

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction Hello Readers!! Data visualization is a process to represent. The post Data Visualizations In Julia Using Plots.jl: With Practical Implementation appeared first on Analytics Vidhya.

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AI Experience Worldwide: Highlights, Reflections, and a Call to Action

DataRobot

We just wrapped DataRobot’s latest AI Experience Worldwide. It was great to learn the many ways our customers are finding success with AI and share our expertise with you. There’s a lot to unpack, but first, I want to thank everyone—from our guest speakers to event planners to the technical team—who pulled together to make this event an incredible success.

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Visualization accessibility

FlowingData

Øystein Moseng for Highcharts provides a brief guide on making your visualizations for accessible. Guideline #4 on not relying completely on color to show the data: Relying on color as the only means of communicating information is a failure of one of the basic WCAG success criteria. This is because many users may not be able to distinguish between the different colors used.

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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.