Sat.Aug 14, 2021 - Fri.Aug 20, 2021

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Complete guide on how to Use LightGBM in Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction A Gradient Boosting Decision tree or a GBDT is a. The post Complete guide on how to Use LightGBM in Python appeared first on Analytics Vidhya.

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The Medical Field is Changing Because of Artificial Intelligence

Dataconomy

Artificial intelligence is one of the most rapidly growing aspects of tech, and in a well-funded industry like the medical industry, new adaptations are helping with efficiency and precision. Ultimately, artificial intelligence is changing healthcare for good, but there are some growing pains as well. Many of those affect the.

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Leveraging Data Science To Grow And Manage Your Team

Smart Data Collective

When applied to the hiring process, data analytics can help you strategically grow and manage your team with greater accuracy and success. More companies are using big data to create a stronger company culture. 50% of business owners consider big data to be the most effective hiring method, a Global Recruiting Trends survey reveals. Moreover, big data can also improve talent retention by 56% and better clarify skills gaps by 50%.

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? Different Points of View from the Same Data – The Process 153

FlowingData

Welcome to issue #153 of The Process , the newsletter for FlowingData members on how the charts get made. I’m Nathan Yau, and this week I was observing different points of view from the same data. It still amazes me that you can give multiple people the same dataset and the results can vary depending on questions, goals, and audience. Become a member for access to this — plus tutorials, courses, and guides.

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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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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Quick Hacks To Save Machine Learning Model using Pickle and Joblib

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon TABLE OF CONTENTS Introduction Loading dataset and creating our model Saving. The post Quick Hacks To Save Machine Learning Model using Pickle and Joblib appeared first on Analytics Vidhya.

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How Data Cleansing Helps Predictive Modeling Efforts

The Data Administration Newsletter

If you are planning on using predictive algorithms, such as machine learning or data mining, in your business, then you should be aware that the amount of data collected can grow exponentially over time. In a world where big data is becoming more popular and the use of predictive modeling is on the rise, there are steps […].

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Multiracial people counted in the census

FlowingData

Using unit charts, NPR shows the number of people who identify with each race or ethnicity : [A] different kind of breakdown can show how racial groups are becoming more heterogeneous. This graphic shows the number of people who said they identified with each race, regardless of how many races they chose. For example, if a person said they identified as Black and Asian, they would appear in both racial categories.

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Creating Continuous Action Bot using Deep Reinforcement Learning

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon To solve any problem using reinforcement learning we need a. The post Creating Continuous Action Bot using Deep Reinforcement Learning appeared first on Analytics Vidhya.

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6 lessons learned about data communication from the Iron Viz 2021 Feeder

Tableau

Andy Cotgreave. Technical Evangelist Director, Tableau. Bronwen Boyd. August 20, 2021 - 10:08pm. August 21, 2021. Last week I had the honor of announcing the winners of the 2021 Iron Viz feeder competition. The theme was joy, and the entries definitely brought me joy. Iron Viz is amazing, not just because of the skill of the people who make it to the top 10, but because of the talent of everyone who enters: win or learn, you can’t lose with Iron Viz.

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Top eCommerce Metrics for Online Businesses to Study with Analytics

Smart Data Collective

Analytics technology is very important for online businesses. You need to pay close attention to analytics data on various KPIs to determine whether your strategy is working well and what tweaks need to be made. As an eCommerce entrepreneur, you have the benefit of being able to access a plethora of data at any time about multiple areas of your business and how consumers interact with it.

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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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How vaccines can make a difference with the Delta variant

FlowingData

We see percentages for the vaccinated and unvaccinated, and people can easily misinterpret or miscommunicate the results. It’s especially problematic when people are actively trying to confirm misconceptions. For The New York Times, Lauren Leatherby tries to make things clearer imagining two groups: one that is 20% vaccinated and one that is 95% vaccinated.

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Exploratory Data Analysis and Visualization Techniques in Data Science

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Photo by fauxels from Pexels What is Exploratory Data Analysis? Exploratory. The post Exploratory Data Analysis and Visualization Techniques in Data Science appeared first on Analytics Vidhya.

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DAMA International Community Corner: August 2021 – A Wrap for Now

The Data Administration Newsletter

It has been an incredible run. I hope it is just “see you soon” rather than “goodbye.” With this column, DAMA International’s streak of quarterly columns since mid-2001 is coming to an end. The columns have featured the activities and incredible work of DAMA International over the past two decades. Thank you, DAMA, and I […].

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The Growing Role of Analytics in Product Development

Smart Data Collective

Data is an important part of any business, including areas that focus on product development. With data, you can analyze it and then incorporate your findings into the development stages of the product’s creation. As such, you end up with a final product that is a lot more effective than it would be without that influence of analysis. The results of data analysis can take some time, hence why it’s important to introduce this as early on as possible to ensure peak performance.

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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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Generative art with R

FlowingData

Generative art seems to be having a moment right now, so it’s only appropriate that there’s an R package to help you make some. The aRtsy package by Koen Derks makes algorithms more straightforward to use. Set parameters and you’re off. Tags: generative art , R.

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Computer Vision and How It is Shaping the World Around Us

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Since the initial breakthrough in Computer Vision achieved by A. Krizhevsky. The post Computer Vision and How It is Shaping the World Around Us appeared first on Analytics Vidhya.

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Business Pace Contributes to Data Challenges

The Data Administration Newsletter

The increasing speed and pace of business certainly contributes to several data challenges (quality, timeliness, availability and, most important, usability of the data). As the number of data sources increase and data volumes expand along with the demand from the business to access data on a timelier basis, pressures begin to form on the underlying […].

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4 Ways to Use Analytics to Measure and Optimize Business Growth

Smart Data Collective

Data analytics has upended the world of business in countless ways. A growing number of businesses are discovering new applications for data analytics technology as they strive to streamline operations and boost their bottom lines. Many companies have found that analytics technology is ideal for optimizing their business models in a number of ways. This can help them grow considerably.

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

Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin

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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Daily Routine, 2020

FlowingData

After looking at how much time we spent on daily activities in 2020, let's look at when we spent our time. Read More.

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Build your first artificial neural networks using Pytorch

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction We all want to dive deep into deep learning and. The post Build your first artificial neural networks using Pytorch appeared first on Analytics Vidhya.

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6 lessons learned about data communication from the Iron Viz 2021 Feeder

Tableau

Andy Cotgreave. Technical Evangelist Director, Tableau. Bronwen Boyd. August 20, 2021 - 10:08pm. August 21, 2021. Last week I had the honor of announcing the winners of the 2021 Iron Viz feeder competition. The theme was joy, and the entries definitely brought me joy. Iron Viz is amazing, not just because of the skill of the people who make it to the top 10, but because of the talent of everyone who enters: win or learn, you can’t lose with Iron Viz.

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Data-Driven Approaches to Better Optimized Enterprise Workflows

Smart Data Collective

Big data has been a very important part of modern human resource solutions. One of the biggest implications of big data in human resources has pertained to enterprise workflow management. Every business, from a small one-person shop to an enterprise level company needs to find ways to be more efficient. This means efficiency in spending, and efficiency in their workflows.

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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.

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NBA carry jobs

FlowingData

With professional basketball, we often hear about carry jobs. There’s one star player who carries everyone else to a championship. Russell Goldenberg for The Pudding looked for the biggest carry jobs in NBA Finals history. Tags: basketball , Pudding , Russell Goldenberg.

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Better EDA with 3 Easy Python Libraries for Any Beginner

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Image Source: Author Data Science enthusiasts know that raw data. The post Better EDA with 3 Easy Python Libraries for Any Beginner appeared first on Analytics Vidhya.

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Zen and The Art of Data Maintenance: Does Data Alone Inspire Environmental Actions?

The Data Administration Newsletter

“The earth does not belong to man, man belongs to the earth. All things are connected like the blood that unites us all. Man did not weave the web of life, he is merely a strand in it. Whatever he does to the web, he does to himself.” – Chief Seattle Once upon a time, […].

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Top 5 Data-Driven Lease Accounting Software Solutions

Smart Data Collective

Big data has radically changed the accounting profession. Accountants are using new software with sophisticated machine learning algorithms to better address the nuances of their situations. They are also using more advanced data analytics tools to make more meaningful insights into the nature of their clients’ financial matters. Cloud technology has also helped accountants.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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Race and ethnicity map of dots

FlowingData

CNN goes with the dot density map for their first pass on the 2020 decennial. Each dot represents a certain number of people depending on your zoom level. Color represents race or ethnicity. Does CNN have a limited color palette that they’re allowed to use? I would’ve gone for more contrast between the light blue for white and darker-but-still-light blue for American Indian/Alaskan Native.

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How to add watermark on images using OpenCV in Python

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction: Watermarks are an important part of businesses and online content. The post How to add watermark on images using OpenCV in Python appeared first on Analytics Vidhya.

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Data-powered excellence: US Paralympian Lizzi Smith breaks barriers—and records

Tableau

Stephanie Jensen. Marketing Content & Editorial Manager. Kristin Adderson. August 17, 2021 - 9:58pm. August 24, 2021. Team USA athlete Lizzi Smith at the Paralympic Games Rio 2016 (photo credit: Getty Images). Data stops doubt. Paralympian Lizzi Smith is stoked about swimming, and leans into data as a way to improve her results. . “Data stops doubt,” explains Lizzi.

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How Automation Streamlines Data Management

Smart Data Collective

Managing data is a challenge. It’s not hard to collect data, but most companies collect data in disparate locations and across multiple applications that don’t talk to each other. With this model, multiple reports are required to crunch data from multiple sources. That requires manually entering data into yet another application to generate a final report.

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Improving the Accuracy of Generative AI Systems: A Structured Approach

Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage

When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.