May, 2021

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Top 7 Must Have Books for Deep Learning!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon “Somethings never change, their essence and contributions remain the same till. The post Top 7 Must Have Books for Deep Learning! appeared first on Analytics Vidhya.

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Machine Learning vs. Artificial Intelligence: Which Is the Future of Data Science?

Dataconomy

When we imagine the future of AI, we may think of the fiction we see in cinema: highly advanced robots that can mimic humans so well as to be indistinguishable from them. It is true that the ability to quickly learn, process, and analyze information to make decisions is a.

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The Changing Database Landscape

The Data Administration Newsletter

When you’ve been involved in data management for as long as I have, things are definitely bound to change. And things have changed, quite a lot, in fact. Back when I started in IT, IMS was the primary database system used at most big enterprises and most of the computing was done on mainframe systems. […].

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Divorce Rates and Income

FlowingData

Divorce rates are tied to job security, age, and occupation, so it should make sense that we see a pattern when we plot divorce rates against income. Read More.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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Crucial Benefits of Collecting and Analyzing Data for Modern Businesses

Smart Data Collective

The market for big data is expected to be worth $274 billion by next year. This is hardly surprising, since so many businesses depend on data analytics to draw useful insights on every aspect of their business model. Analytics is one of the most powerful tools that modern businesses possess. Any business that is ready to embrace data analytics will have access to a wealth of information on their industry, customer base, competitors and more.

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Introducing PolicyLink’s Racial Equity Data Lab: A new resource to support data for justice

Tableau

Neal Myrick. Global Head of the Tableau Foundation. Kristin Adderson. May 6, 2021 - 5:49pm. May 6, 2021. Our partners at PolicyLink launched their National Equity Atlas in 2014. Developed with USC’s Equity Research Institute , the Atlas is one of the most powerful resources for data on racial inequities in the country. The platform contains data on a range of indicators, from demographics to economic vitality to connectedness, and provides analysis and examples of the data in action.

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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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Data Governance is a Crucial Part of Your Business Strategy

The Data Administration Newsletter

Since July 2018, over €274M in fines have been enforced by the EU General Data Protection Regulation. The lion’s share of these (more than €228M) are for “insufficient legal basis for data processing” and “insufficient technical and organizational measures to ensure information security,” which implies that the majority of offending organizations lack critical policy and infrastructure components to make […].

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? Visualization, Manually – The Process 138

FlowingData

Welcome to issue #138 of The Process, the newsletter for FlowingData members where we look closer at charts. I’m Nathan Yau, and this week I’m thinking about the manual parts of visualization that make the automated parts more worthwhile. Become a member for access to this — plus tutorials, courses, and guides.

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Advantages of Using Microsoft Azure for Data Preservation and Security

Smart Data Collective

Data security and data collection are both much more important than ever. Every organization needs to invest in the right big data tools to make sure that they collect the right data and protect it from cybercriminals. One tool that many data-driven organizations have started using is Microsoft Azure. It has not gained as much acceptance yet as it likely will in the near future, despite its benefits.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Five winning Tableau tips from the Gartner BI Bake-Off

Tableau

April Doud. Solution Architect. Kristin Adderson. May 7, 2021 - 2:02am. May 7, 2021. Throughout the pandemic, Tableau has partnered with experts and organizations to help people around the world see and understand global COVID-19 data. With 400 million views and counting, our COVID-19 Data Hub has helped governments and organizations inform and guide decision-making. .

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How to Fetch Data using API and SQL databases!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Getting complete and high-performance data is not always the case. The post How to Fetch Data using API and SQL databases! appeared first on Analytics Vidhya.

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4 Trends Driving Healthcare’s Digital Transformation in 2021

Dataconomy

Digital transformation is more than a mythical buzzword these days. Technological improvements have disrupted many industries, and innovation has transformed the way businesses execute their processes. The number of advances healthcare has made in recent years is mind-boggling, but they’re just getting started.

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Data Science Can Help Business Growth During COVID-19

The Data Administration Newsletter

COVID-19 has made companies large and small pivot their businesses. They might change the variety of products, freeze hiring, or let employees go to stay afloat. There is a way to avoid some of these undesirable situations with the use of big data. Companies need to tighten their purse strings as the future of the […].

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Understanding User Needs and Satisfying Them

Speaker: Scott Sehlhorst

We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.

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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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Photography Trends Utilizing Data To Keep Your Social Content Fresh

Smart Data Collective

Big data and artificial intelligence have become incredibly useful in the field of photography. Photographers need to know how to leverage big data effectively. A number of new trends have emerged that involve the use of data. They can be useful for social media marketers that need fresh visual content. Big Data Becomes Integral for Social Media Marketers Relying on Photography.

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Epidemiologist Michal Mina Says Lack of Cheap, At-Home Testing Is Making COVID-19 Worse

DataRobot

For more than a year, the world has been grappling with the COVID-19 pandemic—easily the worst public-health crisis since the 1918 flu pandemic. More than half a million Americans have died from the novel coronavirus, and as of this writing India is seeing more than 300,000 new cases each day. With that alarming background, this seemed like an extremely appropriate time to talk with Michael Mina, an Assistant Professor of Epidemiology at Harvard T.

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SMS Spam Detection Using LSTM – A Hands On Guide!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In today’s world, almost everyone is using a mobile. The post SMS Spam Detection Using LSTM – A Hands On Guide! appeared first on Analytics Vidhya.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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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AIaaS: What is it, who are the players, and what are the challenges?

Dataconomy

AIaaS stands for Artificial Intelligence as a Service, which refers to companies, cloud providers, and platforms that provide access to turnkey AI solutions. Like Software as a Service (SaaS), it helps you use AI in your business without developing them in-house. AIaaS gives smaller businesses access to artificial intelligence and.

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Feeding America: Addressing systemic racism’s impact on food insecurity through data viz

Tableau

Lauren Lapinski. Capacity Building Analytics Manager, Feeding America. DT Oliver. Analytics Manager, Feeding America. Kristin Adderson. May 17, 2021 - 3:42pm. May 17, 2021. In 2019, 35 million people —10.9% of the US population—experienced food insecurity. This hardship was not borne equitably: in the United States, a person’s likelihood of experiencing food insecurity varies dramatically depending on their race or ethnicity.

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Map shows you where a raindrop ends up

FlowingData

River Runner is a fun interactive map by Sam Learner. Click anywhere in the contiguous United States to drop some rain and, based on data from the U.S. Geological Survey , the map shows you where the rain ends up and the path it takes to get there. This uses USGS NHDPlus data and their NLDI API to visualize the path of a rain droplet from any point in the contiguous United States to its end point (usually the ocean, sometimes the Great Lakes, Canada/Mexico, or another inland water feature).

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Make These Three AI Marketing Mistakes at Your Peril

Smart Data Collective

Artificial intelligence is dramatically altering the future of business as we know it. A growing number of companies are finding that AI is helping them reach more customers through more targeted advertisements and data-driven customer engagement strategies. How much are companies investing in AI marketing strategies? One study found that 51% of major ecommerce companies are investing in AI to automate their marketing channels.

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Manufacturing Sustainability Surge: Your Guide to Data-Driven Energy Optimization & Decarbonization

Speaker: Kevin Kai Wong, President of Emergent Energy Solutions

In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.

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Dear Laura: Should We Hire Full-Time Data Stewards?

Dataversity

Click to learn more about author Laura Madsen. Welcome to the Dear Laura blog series! As I’ve been working to challenge the status quo on Data Governance – I get a lot of questions about how it will “really” work. I’ll be sharing these questions and answers via this DATAVERSITY® series. Last year I wrote […]. The post Dear Laura: Should We Hire Full-Time Data Stewards?

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Machine Learning Automation using EvalML Library

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Machine Learning is one of the fastest-growing technology in the. The post Machine Learning Automation using EvalML Library 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.

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ATTN: Data rockstars! Apply to the Tableau Speaker Bureau

Tableau

Kristin Adderson. May 26, 2021 - 11:08pm. June 7, 2021. Calling all data rockstars … the Tableau Speaker Bureau is currently accepting new member applications. Apply now through August 1, 2021. Interested in speaking at Tableau, Salesforce, and industry events? Dream about becoming a data thought leader? Want to grow your data skills alongside a global community of peers?

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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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Rankings for YouTube video greetings

FlowingData

If you’ve watched even just a few videos on YouTube, you probably noticed that many videos, especially those in the vlogging genre, start the same way: “Hey guys.” YouTube Culture & Trends confirms this. “What’s up” and “Good morning” currently take the second and third spots. They also looked at how it ranks against other greetings and varies with different genres.

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Will Data Analytics Help Mercedes Meet 2030 Carbon Reduction Targets?

Smart Data Collective

The automotive industry has been far more reliant on big data than most other sectors in recent years. A growing number of major automobile manufacturers have started using data analytics and AI to improve production. There have been a number of clear advantages of using big data to manufacture automobiles. Automotive companies have found that data technology can help them produce vehicles more quickly, reduce production costs and ensure greater safety standards.

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The Benefits of Document Management Systems for Your Data

Dataversity

Modern document management systems offer professionals a host of unique features and have truly begun to revolutionize the office environment. The post The Benefits of Document Management Systems for Your Data appeared first on DATAVERSITY.

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A Complete Guide for Creating Machine Learning Pipelines using PySpark MLlib on Google Colab

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon. Overview This article focuses on exploring Machine Learning using Pyspark. The post A Complete Guide for Creating Machine Learning Pipelines using PySpark MLlib on Google Colab appeared first on Analytics Vidhya.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.